Senior, Machine Learning Engineer - 3D Perception

Ann Arbor, MI · Remote · full time · Senior

$177,300 – $212,800

Listed on Torc Robotics’s own careers site. You apply with them directly — we never stand between you and the employer.

What this role is

A senior machine learning role focused on building 3D perception systems for autonomous trucks, particularly Bird's Eye View capabilities using multi-modal sensor data. This position suits experienced ML engineers with production model development background who want to work on real-world autonomous driving perception challenges at scale.

Our summary, not Torc Robotics’s wording. The full posting is on their site.

Skills this role names

What they ask for

Required

Bachelor's degree in Computer Science, Robotics, Electrical Engineering, Machine Learning or related field with 6+ years industry experience, or Master's with 3+ years, or Ph.D. with 1+ years
Production machine learning model development for computer vision, perception, robotics, or autonomous systems
Python and PyTorch programming with production-quality ML code
Training and evaluating deep learning models on large-scale datasets
Image-based or 3D perception systems experience
Deep learning architectures for perception
Debugging model behavior and improving reliability
Cross-functional collaboration to integrate ML models into software systems

Nice to have

Autonomous driving or robotics perception systems experience
LiDAR, point cloud processing, sensor fusion, or 3D perception techniques
Temporal perception models or video-based learning
C++, ROS, or robotics software development
Deploying ML models into production autonomy or robotics platforms
Large-scale perception datasets and distributed training experience
Perception evaluation frameworks and performance benchmarking
ML tooling, infrastructure, or developer workflow improvements