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Member of Technical Staff, Robotics Engineer

runway-ml · New York City

New
🇬🇧 English
VLAs diffusion policies World Action Models policy deployment data collection protocols

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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Source : ats:ashby

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Published 19 hours ago

Expires 1 month from now

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runway-ml

New York City