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Staff Product Manager, Model Lifecycle & Management

3 weeks, 4 days ago
United States
Full-time
Senior
Product Manager
Product Management
Machine Learning SQL
Apply Now
Pinterest

Pinterest

Pinterest is the world's first visual discovery engine, offering a vast dataset of ideas with over 200 billion recipes, home hacks, and style inspiration. With a mission to inspire everyone to create a life they love, Pinterest empowers its employees t...

Internet Software & Services
5K-10K
Founded 2010
View All Jobs 82

Description

  • 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 as a unified backbone 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, including 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.
  • Work closely with ML engineering, data science, content safety, and enforcement teams to expand the platform’s scope across additional use cases.

Requirements

  • 5+ years of product management experience.
  • Experience owning or managing ML platforms, model lifecycle infrastructure, or ML tooling.
  • Strong data fluency, including precision/recall/FPR, evaluation methodology, and model performance measurement.
  • SQL proficiency for self-serve data investigation and analysis.
  • Demonstrated systems thinking with experience in complex interconnected infrastructure serving multiple teams.
  • Strong cross-functional leadership and 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.
  • This role is not eligible for relocation assistance.
  • This role requires in-office collaboration 1-2 times per quarter and can be based anywhere in the U.S.

Benefits

  • Base salary range of $164,695 to $339,078 USD for U.S.-based applicants.
  • Eligible for equity.
  • Flexible PinFlex working model with limited in-office collaboration.
  • Remote-friendly setup, with the role able to be situated anywhere in the country.
  • Access to Pinterest culture and benefits information for the position.
  • Equal opportunity employer with accommodations available during the application process.

Interested in this position?

Apply directly on the company website

Apply Now

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