# Senior, Machine Learning Engineer - 3D Perception

Hiring organization: [Torc Robotics](https://career.thegoodapps.co/organizations/torc-robotics)

Canonical page: https://career.thegoodapps.co/jobs/fa77f2d4-963e-4eb6-a88d-0ba18bfb5a0c

Listed on Torc Robotics's own careers site. Applications go to them directly.

- Employment type: full time
- Seniority: Senior
- Location: Ann Arbor, MI
- Remote: yes
- Salary: 177300 – 212800 USD per year

## Summary

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._

## Skills named

C++, Computer Vision, Deep Learning, Python, PyTorch, Robot Operating System (ROS)

## 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

Apply on Torc Robotics's site: https://job-boards.greenhouse.io/torcrobotics/jobs/8624907002