[Remote] Staff Product Manager, Model Lifecycle & Management
Note: The job is a remote job and is open to candidates in USA. Pinterest is a platform that inspires creativity and helps users plan memorable experiences. They are seeking a Senior Product Manager for Signal Lifecycle within Trust & Safety to own the product strategy for the ML platform that manages content safety models, collaborating with various teams to enhance the platform's capabilities.
Responsibilities
- Own and drive the Signal Lifecycle product roadmap, including ML Flywheel infrastructure, auto-deployment, model onboarding, golden dataset management, and signal performance measurement
- Define and ship ML Signal Management — a unified backbone that elevates ML signals into first-class entities with comprehensive metadata, cross-system naming, and API access
- Partner with ML Engineering to reduce model iteration time through automated retraining, evaluation, and deployment pipelines
- Own measurement infrastructure — golden dataset strategy, prevalence measurement, model performance dashboards, and experimentation frameworks
- Lead cross-functional signal strategy with Content Safety, Enforcement Systems, Data Science, and Operations
Skills
- 5+ years product management experience
- Experience owning or managing ML platforms, model lifecycle infrastructure, or ML tooling
- Strong data fluency — comfortable with precision/recall/FPR, evaluation methodology, and model performance measurement
- SQL proficiency — able to self-serve data investigation and analysis
- Demonstrated systems thinking — experience with complex interconnected infrastructure serving multiple teams
- Strong cross-functional leadership — proven ability to drive decisions across ML engineering, data science, and product stakeholders
- Excellent written and verbal communication of complex ML and infrastructure concepts
- Bachelor's degree in a relevant field such as Computer Science, or equivalent experience
Benefits
- The position is also eligible for equity.
- Information regarding the culture at Pinterest and benefits available for this position can be found here.
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