Staff Product Manager, Model Lifecycle & Management
Pinterest · San Francisco, CA · 2 wk ago
RemoteRemoteMarketing$165k–$339k/yrFull-time
About the role
Pinterest is a platform where millions of people discover creative ideas, dream about new possibilities, and plan for memories that will last a lifetime. We are on a mission to bring everyone the inspiration to create a life they love, and we are seeking candidates who are passionate about using AI to enhance our product.
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
Requirements
- 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
Qualifications
- Bachelor’s degree in a relevant field such as Computer Science, or equivalent experience
Skills
- Strong understanding of machine learning and its applications
- Experience with product management in a fast-paced, technology-driven environment
- Ability to communicate technical concepts to non-technical stakeholders
Benefits
At Pinterest, we offer a competitive compensation package, including a base salary range of $164,695—$339,078 USD, along with equity. We also provide a comprehensive benefits package, which includes health insurance, retirement savings plans, and paid time off.
Pay
$164,695—$339,078 USD
Schedule
Not specified
Benefits
Not specified
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