Lesson 689 of 2244
AI Skills by Role in 2026: A Realistic Map
What 'AI skills' means depends on your role. PMs, designers, sellers, engineers, analysts each need different skills. Here's the realistic 2026 map.
Adults & Professionals · Careers & Pathways · ~7 min read
The premise
Generic 'AI skills' advice misses what specific roles actually need; role-specific clarity drives faster career growth.
What AI does well here
- For PMs: eval design, prompt engineering, AI product judgment
- For designers: AI-augmented prototyping, design system maintenance with AI
- For sellers: AI for prospecting, demo prep, customer-facing AI proficiency
- For engineers: AI-assisted coding, agent orchestration, evaluation infrastructure
What AI cannot do
- Substitute role-specific AI skills for the underlying role craft
- Predict which AI skills will matter in 5 years
- Generate the network effects that drive senior career moves
Key terms in this lesson
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