Senior Machine Learning Engineer – Perception & Embodied Ai
General Motors
Atlanta, Georgia, US
$170,600.00 to $261,300.00; bonus potential: compy...
Fully remote
End-to-end ml perception models
3d object detection and tracking
Multi-modal sensor fusion
Own the end-to-end pipeline for safety-critical ML perception models, from initial research and large-scale data curation to optimization and real-time deployment on the vehicle's compute platform
Job Summary
Own the end-to-end pipeline for safety-critical ML perception models, from initial research and large-scale data curation to optimization and real-time deployment on the vehicle's compute platform.
Build and scale the ML training infrastructure, including data mining and loading, multi-stage training and evaluation, to streamline model development.
GM offers a variety of health and wellbeing benefit programs, including medical, dental, vision, retirement savings plan, and more.
Matching Summary
Own the end-to-end pipeline for safety-critical ML perception models, from initial research and large-scale data curation to optimization and real-time deployment on the vehicle's compute platform.
Salary
$170,600.00 to $261,300.00; Bonus Potential: Company, job level, and individual performance; Benefits: Health, wellbeing, retirement, vehicle discounts, and more
Skills & Requirements
Must-have
End-to-end ML perception models
3D Object Detection and Tracking
Multi-Modal Sensor Fusion
Real-time embedded systems deployment
Deep learning frameworks (PyTorch/TensorFlow)
Nice-to-have
Technical leadership experience
Transformer-based models for 3D detection
Contributions to academic publications
Key Requirements
5+ years professional experience
BS, MS or PhD in relevant field
Experience deploying ML models for resource-constrained systems
Experience working with Camera, LiDAR, and/or Radar data