Senior Staff Machine Learning Engineer, ML Understanding

📋 Description

• Design User Understanding Strategy: Define a unified user understanding framework and strategy: how
• Build Foundational User Models: Lead design and implementation of advanced user models, e.g.
• Reimagine user understanding with LLM/Gen-AI: Evolve user modeling beyond traditional
• Ship Large Scale User Understanding as a System: Partner with platform teams to design and build
• Drive Cross-Team Integration & Impact: Partner with Feeds, Notification, Search and Ads teams
• Set Technical Bar & Mentor: Mentor senior to staff engineers, lead design reviews, steward

🎯 Requirements

• You have at least 10 years experience building and scaling production-grade ML systems
• You have a track record of driving ambiguous, high-impact initiatives from concept to production
• You are product- and impact-oriented: you care deeply about how your work moves real metrics (e.g.
• You bring strong fundamentals in mainstream user understanding ML approaches (e.g., representation
• You are excited about the GenAI shift and have experience (or strong intuition) applying LLMs or
• You think in systems, not just models: you consider data, training, evaluation, serving, and

🎁 Benefits

• Comprehensive Healthcare Benefits and Income Replacement Programs
• 401k with Employer Match
• Global Benefit programs that fit your lifestyle, from workspace to professional development to
• Family Planning Support
• Gender-Affirming Care
• Mental Health & Coaching Benefits