Senior Machine Learning Engineer II, Ads Response Prediction

What this role involves

Lead research and development of pCTR and conversion prediction models for Instacart's ad ecosystem. Focus on debiasing, calibration, and advancing multi-task learning and sequence modeling. Contribute to next-generation foundation models for ads ranking and retrieval.

Skills this posting asks for

• machine learning
• deep learning
• recommendation systems
• pctr modeling
• multi-task learning
• sequence modeling
• transformers
• mixture-of-experts
• generative retrieval
• debiasing
• calibration
• pytorch
• ray
• spark
• delta lake
• dbt
• python
• statistical modeling

Requirements

• Level: senior
• Remote policy: hybrid

From the employer’s posting

We're transforming the grocery industry At Instacart, we invite the world to share love through food because we believe everyone should have access to the food they love and more time to enjoy it together. Where others see a sim…