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Research Intern, PhD (AI, Robotics)

Dexmateโ€บ

๐Ÿ“Santa Clara, California, US

onsiteEngineering

Posted 14mo ago ยท via ashby

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Job Description

We are an early-stage robotics startup working on building multi-purpose mobile robots that can do complex manipulation tasks. We are looking for a creative, skilled, and motivated research interns to advance robot manipulation capabilities. We are looking for people with proven expertise in machine learning and/or robotics. You will collaborate with a team of talented researchers and engineers, and drive ongoing innovation and technological advancements within the company. This is a full-time on-site role in Santa Clara, CA.

Responsibilities

  • Develop new algorithms and methods for training AI models for enhancing the robot dexterity.

  • Conduct cutting edge research across multiple disciplines (Robotics, RL/IL, control, perception, LLM, VLM, etc.).

  • Work with large-scale ML systems and large-scale model training/fine-tuning.

  • Design and implement state-of-the-art learning-based manipulation/navigation/control algorithms on real robots.

  • Work with other teams to develop a diverse set of robust manipulation skills for robots.

Qualifications

  • Currently enrolled in a PhD degree in Computer Science, Robotics, Electrical Engineering, Mechanical Engineering, etc., or related technical field.

  • Passionate about working with robots.

  • Research experience in embodied AI, robotics, computer vision, machine learning, human-AI interaction, and computer science.

  • Experience with deep learning frameworks such as PyTorch.

  • Must obtain work authorization in U.S. at the time of hire and maintain ongoing work authorization during employment.

  • Excellent analytical, problem-solving, and communication skills.

  • At least 2 years of experience conducting independent research.

  • Deep understanding of the SOTA robot learning techniques (reinforcement learning, imitation learning, etc.)

  • A track record of research excellence with your work published in top conferences and journals such as Science Robotics, IJRR, RSS, CoRL, ICRA, NeurIPS, ICML, ICLR, CVPR, etc.

  • Experienced with robot simulators such as Isaac Gym/ Isaac Sim/ SAPIEN/ MuJoCo/Drake, etc.

  • Experience setting up ML experiments and analyze their results.

  • Experience building systems based on machine learning and/or deep learning methods.

Details

Department
Engineering
Work Type
onsite
Locations
Santa Clara, California, US
Posted
March 2, 2025
Source
ashby