AI at Work: From Pilots to Scale
Survey of 13,000 workers and 1,400 executives across 20 countries.
3×
Productivity gains for companies that scale AI vs. pilot-stage
45%
Higher job satisfaction for daily AI users vs. non-users
78%
Workers who want to learn more about AI but don't know where to start
What this report says in 60 seconds
- →Companies that scale AI achieve 3× productivity gains vs. pilot-stage peers
- →The biggest barrier to AI scale is not technology — it is human adoption and skills
- →Workers who use AI daily report 45% higher job satisfaction than those who don't
- →Most effective AI upskilling: role-specific, hands-on, and peer-led — not generic training
- →Middle managers are the critical enabler: AI-fluent managers drive 5× more adoption in their teams
- →78% of workers say they want to learn more about AI but don't know where to start
What this means for you
Career Navigator
This is me →The 78% figure — workers who want to learn but don't know where to start — describes exactly your situation. The community and role intelligence at Human Jobs in AI is designed to answer that question specifically for your sector and background.
Career Starter
This is me →Daily AI use is linked to higher job satisfaction. Starting your career as an active AI user, not a passive bystander, positions you to be in the higher-satisfaction, higher-productivity cohort from day one.
Career Reinventor
This is me →Middle managers and senior professionals drive AI adoption in their teams. This is an immediate consulting opportunity: organisations desperately need AI-fluent senior leaders to bring their teams along.
Roles this research highlights
Domain AI Implementation Consultant
EmergingBringing 20+ years of domain expertise to AI implementation projects — the consultant who bridges AI technology and real-world sector knowledge in law, finance, medicine, or operations.
Fractional CAIO
EmergingChief AI Officer on a part-time or project basis — giving organisations without the budget for a full-time CAIO access to senior AI leadership and strategy.
AI Marketing Strategist
GrowingLeading marketing strategy in organisations deploying AI at scale — from AI-powered personalisation to programmatic content to AI-driven campaign optimisation.
Community
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