- Robot type
- Construction
- Location
- San FranciscoCaliforniaUSA
- Job type
- Artificial Intelligence
- Posted
- Jul 20, 2026
Machine Learning Engineer: Perception Analytics
Job description
At Bedrock, we're moving AI out of the lab and into the real world. Our team includes veterans who helped launch Waymo, scaled Segment to a $3.2B acquisition, and grew Uber Freight to $5B in revenue. Today, we're deploying autonomous systems on heavy construction equipment across the country, improving safety on job sites and accelerating schedules on critical infrastructure projects. We're not here debating the future of AI. We're deploying it in the real world. In just two years, we've raised $350M and achieved the first fully autonomous excavator deployments in construction. This is where algorithms meet steel-toed boots.
We are looking for a perception engineer to build features for our…
Job responsibilities
- 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
- Based in the Bay Area with the ability to be onsite at our SF office on a daily/weekly basis
Job requirements
- 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
- Strong data analysis skills across statistical characterization of sensor data, corner-case and anomaly discovery, and evaluation design
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