Senior Machine Learning Engineer – Perception & Embodied Ai
General Motors
Detroit, Michigan, United States
Base: $170,600.00 to $261,300.00; bonus: incentive...
Fully remote
Deep learning frameworks pytorch or tensorflow
Multi-modal sensor fusion camera lidar radar
Real-time model deployment on embedded systems
The role involves owning the end-to-end pipeline for safety-critical ML perception models from research to real-time vehicle deployment
Job Summary
The role involves owning the end-to-end pipeline for safety-critical ML perception models from research to real-time vehicle deployment.
Candidates will focus on enabling vehicles to accurately see, classify, and track environmental elements like vulnerable road users and complex intersections.
General Motors offers a comprehensive benefits package including medical, dental, vision, retirement savings, and tuition assistance programs.
Matching Summary
The role involves owning the end-to-end pipeline for safety-critical ML perception models from research to real-time vehicle deployment.
Salary
Base: $170,600.00 to $261,300.00; Bonus: Incentive pay program based on performance; Benefits: Medical, dental, vision, retirement, and more
Skills & Requirements
Must-have
Deep learning frameworks PyTorch or TensorFlow
Multi-modal sensor fusion Camera LiDAR Radar
Real-time model deployment on embedded systems
3D Object Detection and Tracking experience
Production environment Computer Vision expertise
Nice-to-have
Transformer-based models for 3D detection
Mentoring junior engineers and technical leadership
Academic publications in top-tier conferences
Data-driven debugging of long-tail scenarios
Experience with adverse weather and occlusions
Key Requirements
BS, MS or PhD in Computer Science or related field
5+ years professional experience in Computer Vision and Deep Learning
Proven experience deploying ML models for resource-constrained systems