Machine Learning Engineer, Ad Response Prediction
Core
Designing and developing large-scale, multi-tiered, multi-threaded, embedded or distributed software applications and ML pipelines for ad response prediction and ranking.
Role type
Senior Machine Learning Engineer (Ad Response Prediction)
Builds
Scalable ML pipelines and online serving systems for Sponsored Products
Domain
Advertising / Machine Learning / Distributed Systems
Deliverable
production ML models
Required skills
C#, C++, Java, Perl, machine learning model architecture, inference, full software development life cycle, code reviews, source control management, build processes, testing, operations
Preferred skills
transformer architecture, training/inference lifecycles, optimization techniques, JAX, PyTorch, vLLM, SGLang, Dynamo, TorchXLA, TensorRT, large-scale machine-learning infrastructure for online recommendation, ads ranking, personalization or search experience
Technologies
C#, C++, Java, Perl, JAX, PyTorch, vLLM, SGLang, Dynamo, TorchXLA, TensorRT
Responsibilities
Drive technical direction of ML offerings, design and code scalable ML pipelines, troubleshoot and support online serving systems, work with applied scientists to optimize model performance, implement end-to-end solutions
Seniority
Senior, hands-on IC