Senior Data Engineering Manager, AD/ADAS
Core
Lead a team of Data Scientists, Data Engineers, and ML Ops Engineers to build data-driven Perception and Planning solutions for autonomous driving systems.
Role type
Senior Data Engineering Manager (Autonomy)
Builds
Production software for AD/ADAS systems, data pipelines, and ML models for Perception and Planning.
Domain
Automotive, Autonomous Driving, AI/ML
Deliverable
production ML models | product features
Required skills
Technical leadership, data strategy, deep learning, software engineering, statistical evaluation, agile development, cross-functional collaboration
Preferred skills
Data architecture, large-scale robotics datasets, temporal/sequential modeling, production data pipelines, safety-critical processes, infrastructure management (Docker, Kubernetes), perception technologies (computer vision), reinforcement learning
Technologies
Python, NumPy, SciPy, Scikit-learn, Pandas, AWS, GCP, Azure, Docker, Kubernetes, Jenkins, GitHub Actions
Responsibilities
Define technical direction for Perception and Planning; drive data roadmap from collection to evaluation; lead initiative execution and risk mitigation; coach and develop team members; provide technical guidance on algorithm design and pipeline optimization; drive statistical evaluation frameworks; manage organizational metrics for performance and safety.
Seniority
Senior, hands-on IC with management responsibilities
