CareerPlan

Product Manager, Environments

San FranciscoFull-time2026-11-11 → 2026-11-12
Based in United States

Core

Own the platform that turns AI training worlds into thousands of hard, verifiable tasks for frontier labs.

Role type

Senior Product Manager (AI Infrastructure)

Builds

Task generation systems, environment quality checks, and feedback loops for AI agent training.

Domain

Artificial Intelligence / Machine Learning Infrastructure

Deliverable

production ML models

Required skills

Product management, task generation, quality assurance, feedback loop design, roadmap planning, user research, technical fluency, strategic vision.

Preferred skills

SWE, ML, or DS experience.

Technologies

None explicitly stated.

Responsibilities

Identify frontier capability gaps with researchers, build scalable task generation systems, set environment quality standards, create run-by-run feedback loops, build shared environment platforms, define roadmap and success criteria.

Seniority

Senior, hands-on IC