Skill Exchange›Browse by domain›Data, AI & Analytics

Data, AI & Analytics skills

Data, AI & Analytics covers 11 specialties, 90 skill groups and 2,864 skills, named in 5,415,401 open US roles at the latest reading (a role counts once per skill it names). Most-demanded skills: Microsoft Excel, Metrics, Analytics, Data Reporting, Data analysis, Performance Metrics, Dashboard Tools, Statistics.

Specialties in Data, AI & Analytics

• Applied Analytics & Decision Intelligence7 skill groups · 614 skills · 996,108 open roles
• Business Intelligence, Visualization & Reporting6 skill groups · 291 skills · 2,426,692 open roles
• Data Architecture & Storage Systems5 skill groups · 145 skills · 136,219 open roles
• Data Engineering & Pipelines6 skill groups · 199 skills · 436,691 open roles
• Data Governance, Quality & Stewardship8 skill groups · 124 skills · 204,489 open roles
• Data Preparation & Feature Engineering13 skill groups · 117 skills · 62,181 open roles
• Data Privacy, Ethics & Compliance5 skill groups · 82 skills · 7,950 open roles
• Deep Learning & Generative AI8 skill groups · 313 skills · 281,254 open roles
• Machine Learning & Predictive Modeling6 skill groups · 305 skills · 519,157 open roles
• MLOps, Model Deployment & Responsible AI15 skill groups · 124 skills · 48,903 open roles
• Statistical Analysis & Inference11 skill groups · 550 skills · 295,757 open roles

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