Staff Product Manager, Model Lifecycle & Management
Core
Own the product strategy for the ML platform powering content safety model training, evaluation, deployment, and measurement at scale.
Role type
Staff Product Manager, Model Lifecycle & Management
Builds
ML Flywheel infrastructure, auto-deployment pipelines, unified ML Signal Management backbone, golden datasets, and performance measurement dashboards.
Domain
Social media platform content safety and machine learning infrastructure
Deliverable
production ML models
Required skills
ML platform ownership, model lifecycle management, data fluency (precision/recall/FPR), SQL proficiency, systems thinking, cross-functional leadership
Preferred skills
Experience with ML tooling, complex interconnected infrastructure
Technologies
ML Flywheel, auto-deployment pipelines, golden datasets, experimentation frameworks
Responsibilities
Own and drive the Signal Lifecycle product roadmap; Define and ship ML Signal Management; Partner with ML Engineering to reduce model iteration time; Own measurement infrastructure; Lead cross-functional signal strategy
Seniority
Staff, hands-on IC
