Senior Machine Learning Engineer, Ads Foundational Representations

📋 Description

• Develop embedding models for ads, posts, and content.
• Work with LLMs/VLMs to extract and tune representations.
• Build data processing and inference pipelines for the models.
• End-to-end evaluation from benchmarks to online experiments.
• Ensure reliability, scale, and performance with tests and monitoring.
• Collaborate with cross-functional teams on requirements and design.

🎯 Requirements

• 5+ years crafting, training, evaluating, and deploying models.
• Experience building NLP or CV models at scale.
• Experience developing complex embeddings for downstream models.
• Proficiency with PyTorch or TensorFlow.
• Strong interest in data and metrics-driven work.

🎁 Benefits

• Global benefit programs, from workspace to dev and caregiving support.
• Family Planning Support.
• Mental health and coaching benefits.
• Pension with employer match.
• Private medical and dental scheme.
• Flexible vacation and paid volunteer time off.