Senior Technical Product Manager, AI Agents & Systems

Overview

Own the strategy, system design, evaluation, and execution of AI agent products that deliver reliable, understandable, and trusted user outcomes. Partner closely with engineering and ML teams to turn model capabilities into real-world product behavior.

What you'll do

• Define end-to-end AI system requirements from capability through user impact.
• Translate model capabilities, data constraints, and evaluations into product decisions.
• Balance quality, latency, cost, reliability, and user experience trade-offs.
• Partner with ML, backend, and mobile engineers on system design and iteration.
• Define evaluation frameworks using offline metrics, online experiments, and human feedback.
• Drive execution through clear specifications and prioritization.
• Own product quality, including correctness, predictability, and user trust.

What you'll need

• Strong grounding in algorithms, data structures, and system design.
• Solid understanding of ML fundamentals and production AI systems.
• Hands-on exposure to AI-powered products, including LLM-based systems.
• Experience with model evaluation, prompt or pipeline iteration, and feedback loops.
• Understanding of model limitations, hallucinations, bias, and drift.
• Significant experience owning complex technical products end-to-end.
• Ability to work closely with senior engineers and ML teams in ambiguous environments.

Nice to have

• Experience shipping AI-heavy consumer products.
• Engineering or highly technical product management background.
• Experience defining evaluation metrics for ML systems.
• Experience with AI UX patterns, failure handling, or zero-to-one products.

Details

• Location: United States.
• Interviews may be conducted virtually and/or onsite.