Pinterest

Staff Product Manager, Model Lifecycle & Management

Pinterest$164K — $339K *
US-AnywhereRemote in San Francisco, CA
Consumer Technology
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • 5+ years product management experience
  • Experience with ML platforms or model lifecycle infrastructure
  • Strong data fluency in performance measurement techniques
  • Proficiency in SQL for data analysis
  • Demonstrated systems thinking for complex infrastructures
  • Strong cross-functional leadership skills
  • Excellent communication skills on technical concepts

Responsibilities

  • Own the Signal Lifecycle product roadmap and its related infrastructure
  • Define and implement ML Signal Management with comprehensive metadata
  • Partner with ML Engineering to automate model processes
  • Manage measurement infrastructure including golden datasets and performance dashboards
  • Lead collaboration on signal strategy with multiple teams

Benefits

  • Equity eligibility
  • Flexible working environment with in-office collaboration 1-2 times/quarter
  • Commitment to an equitable and inclusive workplace
Full Job Description
As a Senior Product Manager for Signal Lifecycle within Trust & Safety, you'll own the product strategy for the ML platform that powers how Pinterest trains, evaluates, deploys, and measures content safety models at scale. You'll lead the development of ML Signal Management - making ML signals first-class entities with unified metadata and identity across systems. Partnering deeply with ML engineering, data science, content safety, and enforcement systems, you'll drive a platform whose scope is expanding from T&S into content quality, ads safety, and beyond. What you'll do: • 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 What we're looking for: • 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 Relocation Statement: • This position is not eligible for relocation assistance. Visit our PinFlex page to learn more about our working model. In-Office Requirement Statement: • We recognize that the ideal environment for work is situational and may differ across departments. What this looks like day-to-day can vary based on the needs of each organization or role. • This role will need to be in the office for in-person collaboration 1-2 times/quarter and therefore can be situated anywhere in the country. #LI-REMOTE #LI-REX At Pinterest we believe the workplace should be equitable, inclusive, and inspiring for every employee. In an effort to provide greater transparency, we are sharing the base salary range for this position. The position is also eligible for equity. Final salary is based on a number of factors including location, travel, relevant prior experience, or particular skills and expertise. Information regarding the culture at Pinterest and benefits available for this position can be found here. US based applicants only $164,695-$339,078 USD

About Pinterest

Pinterest is a social media platform that allows users to discover and save ideas for recipes, home decor, fashion, and more. The company was founded in 2010 and is headquartered in San Francisco, California. Pinterest has over 400 million monthly active users and is available in over 30 languages. The company's mission is to help people discover and do what they love.
Learn more about Pinterest
Size
3,225 employees
Market Cap
$16 billion
Industry
Net Income
-$128.3 million
Founded
2009
5 Year Trend
+53.9%
Revenue
$1.6 billion
NASDAQ

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