AI Agent Product Manager skills & stack
The skills and tools employers expect from a AI Agent Product Manager, plus what each level is expected to own.
Core skills
Eval-driven productRoadmap & prioritizationAgent UXGTM & positioningStakeholder management
Typical stack & tools
Eval frameworksAnalytics / experimentationRoadmapping toolsPrompt prototypingUser research
What you'll actually do
- •Define what the agent should do and how its success is measured
- •Own the roadmap and prioritization for the agent product
- •Partner with engineering on eval strategy and quality bars
- •Design agent UX and trust/transparency patterns with design
- •Lead positioning and go-to-market for new agent capabilities
Skills by level
- PM
- Owns a feature area and its eval/quality bar.
- Senior PM
- Owns an agent product line, roadmap, and GTM.
- Group/Principal PM
- Sets agent product strategy across the portfolio.
Browse open AI Agent Product Manager roles on the live board.
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