Research Scientist / Engineer - Dexterous Manipulation

Posted Yesterday
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Mountain View, CA, USA
In-Office
Mid level
Artificial Intelligence • Computer Vision • Hardware • Robotics
The Role
Research and develop learning-based methods for contact-rich, dexterous manipulation: design training/data collection, perception (contact/tactile/pose), build generalizable policies, create simulation benchmarks, and close sim-to-real with hardware teams.
Summary Generated by Built In

At Rhoda AI, we’re building the next generation of generalist intelligent robots. We own the full robotics stack from high-performance hardware and robot systems to the infrastructure and state-of-the-art foundation world models that control our robots. Our robots are designed to be generalists capable of operating in complex, real-world environments and handling long-tail edge cases, made possible by our cutting edge research and end-to-end system design. We've raised over $400M and are investing aggressively in model research, infrastructure, hardware development, and manufacturing scale-up to make generalist robotics a reality.

We're looking for a Research Scientist or Research Engineer to advance dexterous manipulation — enabling our robots to perform contact-rich, fine-motor tasks that require precision, physical reasoning, and adaptability to novel objects and environments.

What You'll Do

  • Research and develop learning-based approaches for dexterous and contact-rich manipulation tasks

  • Design training strategies and data collection protocols for fine-motor and multi-finger manipulation

  • Work on perception for manipulation: contact detection, tactile sensing, object pose estimation, and spatial reasoning

  • Build and evaluate policies that generalize to novel objects and unstructured environments

  • Develop simulation environments and benchmarks for dexterous manipulation research

  • Collaborate with robot hardware, perception, and learning teams to close the sim-to-real gap

  • Publish and present work at top-tier robotics and ML venues (especially valued for RS track)

What We're Looking For

  • Strong background in robot learning, manipulation, or physical AI

  • Hands-on experience developing and evaluating manipulation policies on real hardware

  • Understanding of contact mechanics, grasp planning, or tactile sensing

  • Solid ML skills with experience in imitation learning, RL, or diffusion-based policies

  • Ability to work across the stack from simulation to real robot deployment

Nice to Have (But Not Required)

  • PhD in Robotics, ML, or a related field

  • Publication record at ICRA, CoRL, RSS, NeurIPS, or related venues

  • Prior work on dexterous hands, multi-finger manipulation, or contact-rich tasks

  • Experience with tactile sensors or force/torque feedback in robot learning

  • Familiarity with simulation tools for manipulation (MuJoCo, Isaac Sim, Genesis)

  • Experience with skill libraries, language-conditioned manipulation, or task parameterization

Why This Role

  • Push the frontier on one of the hardest open problems in robotics

  • Work with hardware and data resources that few research labs have access to

  • Direct path from research results to deployment on our humanoid platform

  • Tight collaboration across robot learning, hardware, and systems teams

Skills Required

  • Strong background in robot learning, manipulation, or physical AI
  • Hands-on experience developing and evaluating manipulation policies on real hardware
  • Understanding of contact mechanics, grasp planning, or tactile sensing
  • Solid ML skills with experience in imitation learning, reinforcement learning, or diffusion-based policies
  • Ability to work across the stack from simulation to real robot deployment
  • PhD in Robotics, ML, or related field
  • Publication record at ICRA, CoRL, RSS, NeurIPS, or related venues
  • Prior work on dexterous hands, multi-finger manipulation, or contact-rich tasks
  • Experience with tactile sensors or force/torque feedback in robot learning
  • Familiarity with manipulation simulation tools (MuJoCo, Isaac Sim, Genesis)
  • Experience with skill libraries, language-conditioned manipulation, or task parameterization
Am I A Good Fit?
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The Company
73 Employees
Year Founded: 2024

What We Do

Rhoda AI builds robot foundation models that learn from internet-scale video to enable manipulation-capable robots to generalize in real-world industrial environments. Using a Direct Video Action architecture and its FutureVision intelligence layer, Rhoda focuses on turnkey deployments in manufacturing, logistics, and e-commerce—aiming to move robots out of controlled labs and into reliable, adaptive production settings.

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