Staff Ml Infrastructure Engineer - Embodied Ai Offboard Perception
General Motors Australia & New Zealand
Austin, Texas, United States
Base: $189,300.00 to $290,700.00; bonus: incentive...
Hybrid
Python programming proficiency
Pytorch and numpy experience
Ml training and deployment pipelines
This role involves developing and deploying offboard machine learning solutions that deliver ground-truth quality world estimates for autonomous vehicle development
Job Summary
This role involves developing and deploying offboard machine learning solutions that deliver ground-truth quality world estimates for autonomous vehicle development.
The successful candidate will design robust ML infrastructure including CI/CD pipelines, experiment tracking, and production monitoring dashboards.
General Motors offers a comprehensive benefits package including health insurance, retirement savings, tuition assistance, and potential relocation support.
Matching Summary
This role involves developing and deploying offboard machine learning solutions that deliver ground-truth quality world estimates for autonomous vehicle development.
Salary
Base: $189,300.00 to $290,700.00; Bonus: Incentive pay based on company and individual performance; Benefits: Medical, dental, vision, HSA, FSA, retirement plan, paid vacation, tuition assistance
Skills & Requirements
Must-have
Python programming proficiency
PyTorch and NumPy experience
ML training and deployment pipelines
Docker and Kubernetes orchestration
CI/CD automation for ML systems
Model observability and monitoring
Nice-to-have
Experience in robotics or autonomous driving
Knowledge of distributed GPU training
Mentorship and collaboration skills
Familiarity with large-scale compute clusters
Key Requirements
Strong software engineering fundamentals
Proficiency in Python and ML libraries
Experience with containerization and orchestration tools
Background in distributed training and performance optimization