AI analyzed 10,000+ PM job descriptions: 30% demand AI skills, top skill is picking the right problem
aakashgupta · x · 2026-10-19
Contextualized by LinkedIn replacing its APM program with an Associate Product Builder program, Ankit Shukla had Claude and GPT analyze 10,000+ PM job descriptions: 30%+ require AI skills, and the #1 skill — ranked above RAG and agents — is choosing the right problem for AI.
The accompanying 9-module roadmap covers:
- POWER framework: Possibilities/Opportunities/Workflows before Engineering
- Levels 0-5 of AI building: returns start at Level 2 (skills + connectors); Claude Code alone ships 90% of builds
- Skills & connectors: do a task once, then say "turn this into a skill"
- Vibe coding workflow: Google AI Studio for front end, n8n for back end
- Overnight build case: Claude Code rewrote and deployed a replacement overnight, cutting a $550/month email tool's cost audit to $110
- AI for discovery: 200 intro calls turned into personas
- Check cost before production; hand the last 20% to engineering
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