[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.ResponsibilitiesOwn and drive the Signal Lifecycle product roadmap, including ML Flywheel infrastructure, auto-deployment, model onboarding, golden dataset management, and signal performance measurementDefine and ship ML Signal Management — a unified backbone that elevates ML signals into first-class entities with comprehensive metadata, cross-system naming, and API accessPartner with ML Engineering to reduce model iteration time through automated retraining, evaluation, and deployment pipelinesOwn measurement infrastructure — golden dataset strategy, prevalence measurement, model performance dashboards, and experimentation frameworksLead cross-functional signal strategy with Content Safety, Enforcement Systems, Data Science, and OperationsSkills5+ years product management experienceExperience owning or managing ML platforms, model lifecycle infrastructure, or ML toolingStrong data fluency — comfortable with precision/recall/FPR, evaluation methodology, and model performance measurementSQL proficiency — able to self-serve data investigation and analysisDemonstrated systems thinking — experience with complex interconnected infrastructure serving multiple teamsStrong cross-functional leadership — proven ability to drive decisions across ML engineering, data science, and product stakeholdersExcellent written and verbal communication of complex ML and infrastructure conceptsBachelor's degree in a relevant field such as Computer Science, or equivalent experienceBenefitsThe position is also eligible for equity.Information regarding the culture at Pinterest and benefits available for this position can be found here.Company OverviewPinterest is a visual bookmarking tool for saving and discovering creative ideas. It was founded in 2010, and is headquartered in San Francisco, California, USA, with a workforce of 1001-5000 employees. Its website is https://www.pinterest.com/.