Sr. MLE, Prime Video ML Platform
Core
Design and build scalable ML infrastructure and platform services to power personalization solutions for Prime Video's video discovery experiences.
Role type
Senior IC Machine Learning Engineer (ML Platform Infrastructure)
Builds
ML platform services, model serving infrastructure, feature stores, and training pipelines for personalization.
Domain
Streaming media / Machine Learning Infrastructure
Deliverable
production ML models | infrastructure
Required skills
Distributed systems design, ML framework expertise (JAX, PyTorch, vLLM, SGLang, Dynamo, TorchXLA, TensorRT), transformer architecture knowledge, training/inference lifecycle management, system scaling and reliability design, technical leadership.
Preferred skills
Full software development lifecycle experience, code review and standards enforcement, source control management, build processes, testing, and operations.
Technologies
JAX, PyTorch, vLLM, SGLang, Dynamo, TorchXLA, TensorRT
Responsibilities
Build ML platform services with Tier-1 availability; evolve model serving and feature delivery infrastructure; design and scale training pipelines and real-time inference systems; lead strategic technical vision for model lifecycle management; partner with scientists to translate research into production capabilities.
Seniority
Senior, hands-on IC with technical leadership
