Physics Modeling and Simulation Intern

Physics Modeling and Simulation Intern (6-12 months)

Join our robotics simulation team to build models that let engineers reason about, test, and improve dexterous robotic systems before hardware is in hand. You will work with modern simulators, dynamic models, and real-world measurements to close the loop between simulation and physical behavior.

• 01 Pursuing a BS or MS in Robotics, Mechanical Engineering, Electrical Engineering, Physics, Computer Science, or a related field.
• 02 Strong understanding of rigid-body dynamics, kinematics, controls, or contact mechanics.
• 03 Hands-on experience with Mu Jo Co  or a comparable robotics simulation environment.
• 04 Strong Python or C++ programming skills for modeling, data analysis, and tooling.
• 05 Comfort working with experimental data and communicating assumptions, limitations, and model results.
• 06 (+) Experience with system identification, parameter estimation, optimization, or state estimation.
• 07 (+) Familiarity with differentiable simulation, trajectory optimization, or model-predictive control.
• 08 (+) Experience with URDF, MJCF, SDF, CAD-to-simulation workflows, or actuator/transmission modeling.
• 09 (+) Experience validating simulation models against robot hardware.

• 01 Build and maintain physics simulation models for robotic hands, manipulators, actuators, and contact-rich tasks.
• 02 Develop simulation workflows using Mu Jo Co  and at least one additional robotics simulator such as Isaac Sim, Drake, Bullet, or Rai Sim.
• 03 Model rigid-body dynamics, contact, friction, actuation, sensing, and transmission effects at an appropriate fidelity.
• 04 Perform system identification using experimental data to estimate parameters and improve sim-to-real agreement.
• 05 Create validation tools, benchmarks, and visualizations that compare simulated and measured system behavior.
• 06 A Proception employee will reach out directly to schedule additional interviews.
• 07 A portfolio is recommended where relevant.
• 08 Interview process: two technical interviews and one CEO interview.
• 01 Health Insurance:
  Health coverage for interns.
• 02 Meals:
  Lunch and dinner provided.
• 03 Commuter Benefit:
  Assistance with local transportation costs.
• 04 Snacks and Drinks:
  Fully stocked office kitchen.
• 05 Immigration Support: TN sponsorship available for eligible candidates.
• 06 Career Growth:
  Strong potential for full-time conversion after the internship.