Technical Product Manager
Core
Define end-to-end AI system requirements and translate model capabilities into reliable product behavior for global users.
Role type
Technical Product Manager (AI Systems)
Builds
AI-native applications featuring Agentic AI, permission-based actions, and context-aware memory
Domain
Artificial Intelligence / LLM Systems / SaaS
Deliverable
production ML models
Required skills
System design, ML fundamentals, model evaluation, trade-off analysis, technical specification writing, product strategy, stakeholder alignment
Preferred skills
Experience with LLM-based products, prompt engineering, pipeline iteration, handling model hallucinations and drift
Technologies
LLMs, Agentic AI frameworks, evaluation frameworks
Responsibilities
Research and define end-to-end AI system requirements from capability to behavior; Translate model capabilities and evaluation results into product decisions; Make hard trade-offs across quality, latency, cost, and UX; Work closely with ML and backend engineers on system design; Define and evolve evaluation frameworks across offline metrics and human feedback; Drive execution with clear specs and disciplined prioritization; Own product quality end-to-end regarding correctness and user trust
