Senior Technical Lead- End-to-End AI Training Framework
Core
Spearhead the development and optimization of the machinery that efficiently trains, optimizes, tests, and releases various E2E AI-based products (e.g. parking, driving, interior sensing) for different trim levels within the L2+ ADAS stack.
Role type
Senior Principal Engineer, E2E AI Training Framework
Builds
E2E AI machinery for autonomous driving systems (training pipelines, optimization, simulation, MLOps tooling)
Domain
Autonomous Driving / ADAS / AI Systems
Deliverable
production ML models
Required skills
E2E AI stack solutions and training algorithms (reinforcement learning, imitation learning), motion control and optimization techniques, AI frameworks (TensorFlow, PyTorch), model optimization and embedded deployment to automotive hardware, cloud-based scalable training pipelines, MLOps, CICD for large-scale fleet datasets, leading end-to-end development and deployment of complex AI-powered systems
Preferred skills
simulation tools and testing methodologies (SIL/HIL), programming languages (Python, C++), automotive safety standards (ISO 26262, ASIL)
Technologies
TensorFlow, PyTorch, Python, C++, SIL/HIL
Responsibilities
Define and drive execution of the technical roadmap and strategy for the E2E AI machinery, including training pipelines, optimization techniques, simulation and MLOps tooling; Oversee the design, development, and testing of the E2E AI machinery and its interaction with data sources, model repositories, and development targets; Collaborate closely with other functional tech leads to define and drive the overall architecture of the AI machinery ecosystem; Guide the set-up of a development framework that enables fast evaluation and integration of emerging E2E AI solutions; Guide the transition from research prototypes to production-ready solutions, ensuring performance optimization on automotive-grade hardware and scalability; Mentor and lead a high-caliber team of AI scientists and engineers
Seniority
Senior Principal, hands-on IC with strategy & mentorship
