Staff Product Manager - ML Training Workflow
Core
Define and drive product strategy for systems enabling large-scale model training, experimentation, evaluation, and developer productivity across GM's autonomous vehicle platform.
Role type
Staff Product Manager (ML Training Workflow)
Builds
AI/ML training workflow capabilities, developer tools, observability systems, and experiment management platforms for autonomy teams.
Domain
Autonomous vehicles, Machine Learning Operations (MLOps), Cloud Infrastructure
Deliverable
production ML models | product features
Required skills
Product strategy definition, ML lifecycle expertise, technical judgment for distributed training, stakeholder influence, data-driven decision making, roadmap prioritization, cross-functional collaboration
Preferred skills
MLOps tool development, autonomous vehicle systems experience, developer productivity improvement, large organization change management
Technologies
Distributed training systems, GPU orchestration, cloud compute infrastructure, experiment management frameworks
Responsibilities
Own product roadmap for AI/ML training capabilities; define requirements for training platforms and developer tools; drive metrics-based product decisions; mentor product managers and cross-functional partners; communicate tradeoffs to senior leaders.
Seniority
Staff, hands-on IC with mentorship responsibilities
