Senior Machine Learning Engineer, Ads Foundational Representations

📋 Description

• Lead end-to-end ML projects for Ads representations.
• Develop and iterate embedding models for ads, posts, and users.
• Build data processing and inference pipelines for the models.
• Collaborate with cross-functional teams on requirements and design.
• Experiment with feature deployments and online/offline evaluation.
• Ensure reliability, scalability, and performance via tests and monitoring.

🎯 Requirements

• 5+ years designing, training, and deploying ML models.
• Experience building NLP or CV models at scale.
• Experience developing complex embeddings/features for downstream models.
• Proficiency with PyTorch or TensorFlow.
• Enthusiasm for data-driven metrics and deriving insights.

🎁 Benefits

• Global benefits for workspace, development, caregiving
• Family Planning Support
• Mental Health & Coaching Benefits
• Private Pension with Employer-matching
• 100% employer-sponsored medical plan
• Flexible Vacation & Paid Volunteer Time Off