Member of Technical Staff, Robotics Engineer
runway-ml · New York City
Job description
About the role
We are building AI world models that bridge art and science, and need a Robotics Engineer to bring our video‑native foundation models onto real hardware. The role involves deploying world‑model‑based policies on robots and ensuring they work reliably in the physical world.
Key responsibilities
- Own the deployment loop for learned policies (VLAs, diffusion policies, World Action Models) on real robot arms, handling inference serving, action decoding, controller integration, latency budgets, and safety limits.
- Diagnose real‑world policy failures, determine root causes (data coverage, perception mismatch, execution), and collaborate with research to fix issues.
- Design data‑collection protocols for demonstrations, working with teleoperation and lab infrastructure.
- Partner with research to run controlled experiments linking world‑model representations, data composition, and fine‑tuning to physical success rates.
- Define and run physical evaluation protocols to ensure trustworthy, comparable results across policy iterations.
Required profile
- Hands‑on experience deploying software on real robot hardware and iterating to resolve issues.
- Fluency with software‑to‑robot interfaces, including action/command spaces, control frequencies, observation pipelines, and calibration.
- Comfort working at the intersection of software and physical systems, able to reconfigure workspaces and trace failures quickly.
Required skills
- Robotics hardware integration
- Policy deployment on robots (VLAs, diffusion policies, World Action Models)
- Data collection and teleoperation protocols
- Real‑world evaluation and benchmarking
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Published 19 hours ago
Expires 1 month from now
3 views · 0 interested
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runway-ml
New York City