- Robot type
- Construction
- Location
- San FranciscoCaliforniaUSA
- Job type
- Hardware
- Posted
- Sep 23, 2026
2027 Internship Evaluation Engineer, Metric Prototyping
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.
Job responsibilities
- Partner closely with data understanding and ML engineers to rapidly iterate on new metric formulations and task benchmarks
- Mine fleet datasets for key reference examples and edge cases, then test proposed metrics against live runs and historical logs
- Get your boots on the ground at our test sites to observe machine performance firsthand and build intuitive, real-world grounding for how your metrics perform
- Take physical, ground-truth measurements in the field to validate quantitative metric concepts against actual jobsite results
- Build evaluation tooling to triage performance regressions and design agentic feedback loops that accelerate evaluation analysis
- Validate metric outputs against domain expert and operator judgment to ensure scoring aligns with real construction standards
- Document metric definitions, assumptions, and failure modes clearly so the team can maintain and extend your scoreboard post-internship
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