{"help": "https://data.gov.au/data/api/3/action/help_show?name=datastore_search", "success": true, "result": {"include_total": true, "limit": 100, "records_format": "objects", "resource_id": "c9a7c37e-8063-4762-9764-21147afbed47", "total_estimation_threshold": null, "records": [{"_id":1,"name":"Analytical modelling","code":"Q_00203045","link":null,"description":null,"category":"Analytical methods","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":2,"name":"Artificial Intelligence","code":"Q_00212061","link":null,"description":null,"category":"Analytical methods","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":3,"name":"Behavioural analytics","code":"Q_00203046","link":null,"description":null,"category":"Analytical methods","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":4,"name":"Big data analytics","code":"Q_00203047","link":null,"description":null,"category":"Analytical methods","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":5,"name":"Business rules modelling","code":"Q_00203048","link":null,"description":null,"category":"Analytical methods","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":6,"name":"Client profiling","code":"Q_00203049","link":null,"description":null,"category":"Analytical methods","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":7,"name":"Data visualisation","code":"Q_00203176","link":null,"description":null,"category":"Analytical methods","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":8,"name":"Demographics analysis","code":"Q_00203177","link":null,"description":null,"category":"Analytical methods","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":9,"name":"Descriptive analytics","code":"Q_00203178","link":null,"description":null,"category":"Analytical methods","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":10,"name":"DevOps","code":"Q_00197485","link":null,"description":null,"category":"Analytical methods","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":11,"name":"Diagnostic analytics","code":"Q_00203180","link":null,"description":null,"category":"Analytical methods","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":12,"name":"Geospatial analysis tools/techniques","code":"Q_00193716","link":null,"description":null,"category":"Analytical methods","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":13,"name":"Kepner Fourie - IT root cause analysis","code":"Q_00204606","link":null,"description":null,"category":"Analytical methods","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":14,"name":"Kepner Tregoe - problem solving/decision","code":"Q_00204607","link":null,"description":null,"category":"Analytical methods","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":15,"name":"Machine learning","code":"Q_00203050","link":null,"description":null,"category":"Analytical methods","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":16,"name":"Metadata","code":"Q_00203182","link":null,"description":null,"category":"Analytical methods","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":17,"name":"Natural language processing","code":"Q_00203183","link":null,"description":null,"category":"Analytical methods","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":18,"name":"Network detection","code":"Q_00203184","link":null,"description":null,"category":"Analytical methods","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":19,"name":"Performance reporting","code":"Q_00203185","link":null,"description":null,"category":"Analytical methods","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":20,"name":"Predictive analytics","code":"Q_00203186","link":null,"description":null,"category":"Analytical methods","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":21,"name":"Prescriptive analytics","code":"Q_00203187","link":null,"description":null,"category":"Analytical methods","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":22,"name":"Process mapping/business process mapping","code":"Q_00212062","link":null,"description":null,"category":"Analytical methods","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":23,"name":"Rule or model business analysis","code":"Q_00203188","link":null,"description":null,"category":"Analytical methods","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":24,"name":"SIAM","code":"Q_00204608","link":null,"description":null,"category":"Analytical methods","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":25,"name":"Statistical analysis software/techniques","code":"Q_00193717","link":null,"description":null,"category":"Analytical methods","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":26,"name":"Statistical modelling","code":"Q_00203190","link":null,"description":null,"category":"Analytical methods","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":27,"name":"Technical development","code":"Q_00203191","link":null,"description":null,"category":"Analytical methods","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":28,"name":"Text analytics","code":"Q_00203192","link":null,"description":null,"category":"Analytical methods","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":29,"name":"Text mining","code":"Q_00203193","link":null,"description":null,"category":"Analytical methods","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":30,"name":"Time Series Modelling","code":"Q_00212063","link":null,"description":null,"category":"Analytical methods","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":31,"name":"ACC ACID / ALEIN","code":"Q_00203277","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":32,"name":"AEP - Analytics Execution Platform","code":"Q_00212100","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":33,"name":"Airflow","code":"Q_00212176","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":34,"name":"Analyst Notebook","code":"Q_00197298","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":35,"name":"Analyst workbench","code":"Q_00193728","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":36,"name":"Analytics Net","code":"Q_00203278","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":37,"name":"ATO iDiscover","code":"Q_00193729","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":38,"name":"ATO Risk Register","code":"Q_00193744","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":39,"name":"ATOi - ATO Intelligence","code":"Q_00203279","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":40,"name":"Bteq","code":"Q_00203280","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":41,"name":"Build & Develop ECP","code":"Q_00212177","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":42,"name":"Business Warehouse","code":"Q_00203282","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":43,"name":"Centralised Reference Data Repository","code":"Q_00193588","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":44,"name":"Cognos Reporting (Role 14)","code":"Q_00197958","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":45,"name":"D3","code":"Q_00203283","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":46,"name":"GitLab","code":"Q_00212178","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":47,"name":"Google Analytics","code":"Q_00197290","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":48,"name":"Google Tag Manager","code":"Q_00204770","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":49,"name":"IBM Cognos BI","code":"Q_00197296","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":50,"name":"IBM content analytics","code":"Q_00203284","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":51,"name":"IBM NetInsight","code":"Q_00193071","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":52,"name":"IBM Quality Stage","code":"Q_00203285","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":53,"name":"Intel product repository publishing","code":"Q_00203286","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":54,"name":"Intelligence function structure","code":"Q_00193727","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":55,"name":"Intelligence product repository","code":"Q_00193731","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":56,"name":"iquery","code":"Q_00203287","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":57,"name":"IVAT","code":"Q_00193578","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":58,"name":"Link Explorer","code":"Q_00203288","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":59,"name":"Neo 4 J","code":"Q_00203289","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":60,"name":"Noodle","code":"Q_00212179","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":61,"name":"Operational Analytics 2","code":"Q_00212180","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":62,"name":"Power BI","code":"Q_00212181","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":63,"name":"Qlik","code":"Q_00203290","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":64,"name":"Quantum Geographical Information System","code":"Q_00212182","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":65,"name":"RAPT profile developer","code":"Q_00203291","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":66,"name":"RAPT profiler","code":"Q_00203292","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":67,"name":"RAPT rules engine","code":"Q_00203293","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":68,"name":"RAPT technical development","code":"Q_00203294","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":69,"name":"RMS - Receivables management system","code":"Q_00193142","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":70,"name":"SAS DI","code":"Q_00208579","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":71,"name":"SAS Grid","code":"Q_00203296","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":72,"name":"SAS JMP","code":"Q_00203297","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":73,"name":"SAS visual analytics (VA)","code":"Q_00203298","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":74,"name":"Solution Model Maintenance Management","code":"Q_00203300","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":75,"name":"Tableau software","code":"Q_00203301","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":76,"name":"Talend","code":"Q_00203302","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":77,"name":"Team Machines","code":"Q_00212183","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":78,"name":"Tensorflow","code":"Q_00203303","link":null,"description":null,"category":"Analytical tools","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":79,"name":"ECP - Enterprise Client Profile","code":"Q_00212184","link":null,"description":null,"category":"Automation and self service","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":80,"name":"Lodgment Robot","code":"Q_00212185","link":null,"description":null,"category":"Automation and self service","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":81,"name":"ReportMart","code":"Q_00208877","link":null,"description":null,"category":"Automation and self service","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":82,"name":"RPA - Robotic Process Automation","code":"Q_00212186","link":null,"description":null,"category":"Automation and self service","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":83,"name":"SIFT","code":"Q_00212187","link":null,"description":null,"category":"Automation and self service","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":84,"name":"Viper","code":"Q_00203299","link":null,"description":null,"category":"Automation and self service","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":85,"name":"Data - exchanging & sharing methods","code":"Q_00193719","link":null,"description":null,"category":"Data acquisition, exchange & sharing","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":86,"name":"Data acquisition - channel","code":"Q_00208586","link":null,"description":null,"category":"Data acquisition, exchange & sharing","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":87,"name":"Data acquisition - documents & content","code":"Q_00203215","link":null,"description":null,"category":"Data acquisition, exchange & sharing","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":88,"name":"Data acquisition - frequency","code":"Q_00208587","link":null,"description":null,"category":"Data acquisition, exchange & sharing","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":89,"name":"Data acquisition - info gathering","code":"Q_00208588","link":null,"description":null,"category":"Data acquisition, exchange & sharing","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":90,"name":"Data acquisition - legislation","code":"Q_00193718","link":null,"description":null,"category":"Data acquisition, exchange & sharing","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":91,"name":"Data acquisition - MOU","code":"Q_00208589","link":null,"description":null,"category":"Data acquisition, exchange & sharing","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":92,"name":"Data acquisition - open source","code":"Q_00208590","link":null,"description":null,"category":"Data acquisition, exchange & sharing","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":93,"name":"Data acquisition - platforms","code":"Q_00208591","link":null,"description":null,"category":"Data acquisition, exchange & sharing","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":94,"name":"Data acquisition - providers","code":"Q_00208592","link":null,"description":null,"category":"Data acquisition, exchange & sharing","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":95,"name":"Data acquisition - software developers","code":"Q_00208593","link":null,"description":null,"category":"Data acquisition, exchange & sharing","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":96,"name":"Data acquisition - special purpose","code":"Q_00208594","link":null,"description":null,"category":"Data acquisition, exchange & sharing","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":97,"name":"Data acquisition & exchange - overview","code":"Q_00213171","link":null,"description":null,"category":"Data acquisition, exchange & sharing","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":98,"name":"Visual source safe (VSS)","code":"Q_00203304","link":null,"description":null,"category":"Data acquisition, exchange & sharing","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":99,"name":"What-if analysis (scenario modelling)","code":"Q_00193688","link":null,"description":null,"category":"Data acquisition, exchange & sharing","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"},{"_id":100,"name":"Data & observation analysis","code":"Q_00203204","link":null,"description":null,"category":"Data enhancement & optimisation","subcategory":"Data & Analytics","level_1=Awareness":"Basic awareness of concepts and techniques.\nRelies on support and reference material","level_2=Foundation":"Demonstrates a general understanding of concepts and techniques with some experience in applying\nMay require guidance and/or support in some circumstances.","level_3=Intermediate":"Demonstrates a good understanding of concepts and techniques with experience in applying\nDemonstrates the knowledge with minimal guidance in normal situations\nAssists others with less experience","level_4=Advanced":"Demonstrates an in-depth understanding of concepts and techniques with wide-experience in applying\nDemonstrates the knowledge in normal and uncommon situations\nEducates and/or guides others","level_5=Expert":"Demonstrates a sophisticated understanding and application of concepts and techniques\nDemonstrates the knowledge in normal and uncommon situations, and is aware of current and emerging issues\nGuides on precedents and/or industry standards\nHighly regarded as a subject matter expert / thought leader in the topic"}], "fields": [{"id": "_id", "type": "int"}, {"id": "name", "type": "text"}, {"id": "code", "type": "text"}, {"id": "link", "type": "text"}, {"id": "description", "type": "text"}, {"id": "category", "type": "text"}, {"id": "subcategory", "type": "text"}, {"id": "level_1=Awareness", "type": "text"}, {"id": "level_2=Foundation", "type": "text"}, {"id": "level_3=Intermediate", "type": "text"}, {"id": "level_4=Advanced", "type": "text"}, {"id": "level_5=Expert", "type": "text"}], "_links": {"start": "/api/action/datastore_search?resource_id=c9a7c37e-8063-4762-9764-21147afbed47", "next": "/api/action/datastore_search?resource_id=c9a7c37e-8063-4762-9764-21147afbed47&offset=100"}, "total": 1475, "total_was_estimated": false}}