Principal Engineer Tech Lead Manager, ML Acceleration
Core
Build and lead a new Machine Learning (ML) Acceleration team to reduce development cycles for ML models and enable rapid hot-patching for deployed autonomous vehicle services.
Role type
Principal Engineer Tech Lead Manager, ML Acceleration
Builds
Scalable ML acceleration solutions, optimized training pipelines, and hot-patch mechanisms for autonomous vehicle services.
Domain
Autonomous vehicles, Machine Learning systems, Distributed training infrastructure
Deliverable
production ML models
Required skills
ML systems architecture, performance profiling and optimization, distributed systems design, cloud computing platforms, Python programming, MLOps principles, team leadership, technical strategy definition
Preferred skills
C++ programming, PyTorch or JAX frameworks, large-scale model training experience
Technologies
AWS, GCP, Azure, PyTorch, JAX
Responsibilities
Recruit, mentor, and grow a high-performing team of ML and infra engineers; Define technical vision and strategy for ML acceleration; Identify and evaluate cutting-edge technologies for speeding up ML training; Collaborate with ML research and product teams to integrate acceleration solutions; Measure and report on the impact of acceleration efforts.
Seniority
Principal, hands-on IC with management responsibilities
