Senior Engineer
Core
Mining challenging driving scenarios to boost learned model performance for autonomous driving tasks.
Role type
Senior IC machine-learning engineer (autonomous driving)
Builds
Production ML models for autonomous driving
Domain
Autonomous driving / Deep learning
Deliverable
production ML models
Required skills
Deep learning, statistical analysis, model uncertainty analysis, error analysis, technical reporting, mentorship
Preferred skills
None stated
Technologies
None stated
Responsibilities
Work on large-scale solutions for mining challenging driving scenarios; Collaborate with ML infrastructure teams for continuous learning workflows; Research and develop methods for extracting uncertainty and informativeness indicators; Provide statistical depth and insights on model uncertainty, generalization, and robustness; Conduct deep learning experiments and write technical reports; Provide guidance to junior researchers on research projects and design document reviews
Seniority
Senior, hands-on IC (via careerplan.io/jobs/7782401003-senior-engineer-at-motional)