# Machine Learning Engineer, II - 3D Perception

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

Canonical page: https://career.thegoodapps.co/jobs/f139f8e0-4afa-4186-aa9d-973f90d45b2c

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

- Employment type: full time
- Seniority: Mid
- Location: Ann Arbor, MI
- Remote: yes
- Salary: 153200 – 183800 USD per year

## Summary

Join Torc's perception team to develop machine learning models that help autonomous trucks understand their surroundings through camera, LiDAR, and sensor fusion. This role suits engineers with computer vision and 3D perception experience who want to own model development end-to-end, from training through production deployment.

_Our summary, not Torc Robotics's wording._

## Skills named

Computer Vision, Deep Learning, Image Processing, Python, PyTorch

## Required

- Bachelor's degree in Computer Science, Robotics, Electrical Engineering, Machine Learning, or related field with 4+ years industry experience (or Master's with 3+ years, or equivalent)
- Machine learning model development for computer vision, perception, robotics, or autonomous systems
- Production-quality Python and PyTorch code
- Training and evaluating deep learning models on large-scale datasets
- Image-based or 3D perception system experience
- Deep learning architectures for perception applications
- Debugging model behavior and analyzing performance metrics
- Cross-functional collaboration to integrate ML models into production systems

## Nice to have

- Autonomous driving, robotics, or ADAS perception systems experience
- LiDAR, point cloud processing, sensor fusion, or BEV representation experience
- Temporal or video-based perception models
- C++ or ROS experience
- Production ML deployment in autonomy or robotics platforms
- Large-scale distributed training experience
- Perception evaluation frameworks and benchmarking
- ML tooling or training workflow improvements
- Technical leadership of small initiatives or production ML components

Apply on Torc Robotics's site: https://job-boards.greenhouse.io/torcrobotics/jobs/8695202002