Machine Learning Engineer: Perception Analytics
Bedrock Robotics Inc, San Francisco, CA
What you will do
- Extend, modify and adapt existing perception signals for analytics needs
- Work with customers to define and scope what is possible with advanced perception systems on-site
- Deploy models and analytics directly to fleets of machines
What you need
- MSc or advanced degree in Computer Science, Robotics, or a related field
- 4+ years of professional experience shipping perception systems to production (ideally on robotic or other embedded platforms), with strong hands-on experience in a modeling framework (e.g. PyTorch)
- Proficient in Python and comfortable reading and writing at least one systems language (e.g. C++, Rust)
- Hands-on experience incorporating raw sensor data (camera, lidar, IMU) into learned pipelines
- Solid grounding in 3D geometry, sensor calibration (intrinsics/extrinsics), coordinate transforms, and camera/image re-projection algorithms