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Staff Product Manager (Model Lifecycle & Management)

Pinterest · United States

External listingfull-time2 months ago

About The Role

Join Pinterest as a Staff Product Manager for Signal Lifecycle within Trust & Safety. In this role, you will own the product strategy for the ML platform that powers content safety models at scale. You will lead the development of ML Signal Management, drive the product roadmap, and partner with various teams to reduce model iteration time and own measurement infrastructure. The ideal candidate will have a strong background in product management, data fluency, and experience with ML platforms.

  • Développer et mettre en œuvre la stratégie produit pour la plateforme ML qui gère la formation, l'évaluation, le déploiement et la mesure des modèles de sécurité du contenu à grande échelle.
  • Diriger le développement de la gestion des signaux ML, en faisant des signaux ML des entités de première classe avec des métadonnées unifiées et une identité à travers les systèmes.
  • Posséder et conduire la feuille de route du produit Signal Lifecycle, y compris l'infrastructure ML Flywheel, le déploiement automatique, l'intégration des modèles, la gestion des ensembles de données d'or.
  • Demonstrated systems thinking — experience with complex interconnected infrastructure serving multiple teams
  • Bachelor’s degree in a relevant field such as Computer Science, or equivalent experience
  • Strong data fluency — comfortable with precision/recall/FPR, evaluation methodology, and model performance measurement
  • SQL proficiency — able to self-serve data investigation and analysis
  • Excellent written and verbal communication of complex ML and infrastructure concepts
  • Experience owning or managing ML platforms, model lifecycle infrastructure, or ML tooling
  • 5+ years product management experience
  • Strong cross-functional leadership — proven ability to drive decisions across ML engineering, data science, and product stakeholders

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