Jobs · OTHR · California

Research Internship - United States

Flexion · San Francisco, CA · 2 mo ago
On-siteOTHRVolunteer

About the role

The role is an internship for exceptional early-career robotics researchers. You will join Flexion's US research team, tackle impactful research problems, and deploy real solutions on real hardware. You will work with a world-class team across two continents on challenges with no published answers.

Responsibilities

  • Take on research problems that matter most
  • Deploy real solutions on real hardware
  • Work directly with a world-class team across two continents
  • Contribute to challenges with no published answers

Requirements

  • Ongoing PhD in Robotics, Machine Learning, or a closely related field, or a recently completed Master's degree with exceptional research output
  • Demonstrated experience deploying learning-based controllers on real robotic hardware, or strong research signal that you can do so quickly
  • Strong working knowledge in: Reinforcement learning, Physics-based simulation (Isaac Gym/Lab, MuJoCo, or equivalent), Python and PyTorch, including training neural networks at scale
  • Knowledge in at least two of the following: Diffusion models, Flow matching, Dexterous manipulation, Sim-to-real transfer and real-to-sim calibration, Whole-body control and loco-manipulation, Synthetic data generation for robot learning, Vision Language Model Fine-Tuning (SFT and RL-based), Transformer-based 3D Scene Understanding

Qualifications

Must-haves:

  • Ongoing PhD in Robotics, Machine Learning, or a closely related field, or a recently completed Master's degree with exceptional research output
  • Demonstrated experience deploying learning-based controllers on real robotic hardware, or strong research signal that you can do so quickly
  • Strong working knowledge in: Reinforcement learning, Physics-based simulation (Isaac Gym/Lab, MuJoCo, or equivalent), Python and PyTorch, including training neural networks at scale
  • Knowledge in at least two of the following: Diffusion models, Flow matching, Dexterous manipulation, Sim-to-real transfer and real-to-sim calibration, Whole-body control and loco-manipulation, Synthetic data generation for robot learning, Vision Language Model Fine-Tuning (SFT and RL-based), Transformer-based 3D Scene Understanding

Skills

  • Reinforcement learning
  • Physics-based simulation (Isaac Gym/Lab, MuJoCo, or equivalent)
  • Python and PyTorch
  • Diffusion models
  • Flow matching
  • Dexterous manipulation
  • Sim-to-real transfer and real-to-sim calibration
  • Whole-body control and loco-manipulation
  • Synthetic data generation for robot learning
  • Vision Language Model Fine-Tuning (SFT and RL-based)
  • Transformer-based 3D Scene Understanding

Benefits

  • Competitive compensation package
  • A front-row seat at one of the world's most ambitious robotics companies
  • An energetic, collaborative team with a relentless bias for action
  • The opportunity to build something no one has ever done in this field - alongside the world's leading researchers

Pay

TBD

Schedule

TBD

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