AI skills · Profession clusters
AI skills by profession
Profession pages compose JR’s researched occupations, human-advantage taxonomy, and free Academy learning map. They answer “AI skills for [role]” without inventing course rankings.
Direct answer: Learn skills that close gaps in your exposed tasks and durable work — start with the profession that matches your job, then personalise with a free AI Exposure Score.
Profession clusters
Accounting
AI skills for accountants — 3 researched role links.
Finance
AI skills for finance professionals — 4 researched role links.
HR & recruiting
AI skills for HR and recruiters — 1 researched role link.
Marketing
AI skills for marketers — 5 researched role links.
Project management
AI skills for project managers — 3 researched role links.
Business analysis
AI skills for business analysts — 2 researched role links.
Product management
AI skills for product managers — 5 researched role links.
Data analysis
AI skills for data analysts — 3 researched role links.
Software development
AI skills for software developers — 4 researched role links.
Design
AI skills for designers — 4 researched role links.
How this connects
- AI Risk by Role — task-level exposure for 88 occupations
- AI Growth — impact → skills → resilience
- AI Careers — non-technical, without coding, graduates, roadmap
- Research insight: AI skills by profession — citeable aggregate view
- Skills gaining value because of AI