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Research Scientist in Robotics and AI

DexmateSanta Clara Office
On-site Full-time

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Experience Level

Experience

Qualifications

Required QualificationsA Ph. D. in Robotics, Computer Science/Engineering, Electrical Engineering, Mechanical Engineering, or a related field, or equivalent research experience. A strong passion for robotics and the development of robotic products. Exceptional analytical, problem-solving, and communication abilities. A minimum of 3 years of experience conducting independent research. In-depth knowledge of state-of-the-art robot learning techniques, including reinforcement learning and imitation learning. A proven track record of research excellence, with publications in leading conferences and journals such as Science Robotics, IJRR, RSS, CoRL, ICRA, NeurIPS, ICML, ICLR, CVPR, among others. Proficient in Python programming. Experience with deep learning frameworks such as PyTorch, TensorFlow, or Jax. Hands-on experience with real robot experiments. Familiarity with robot simulation environments, including Isaac Gym, Isaac Sim, SAPIEN, MuJoCo, and Drake.

About the job

At Dexmate, we are an innovative robotics startup dedicated to developing versatile mobile robots capable of executing intricate manipulation tasks. We are seeking a passionate, skilled, and driven Research Scientist to join our founding team and help propel the capabilities of robotic manipulation. Ideal candidates will possess substantial expertise in machine learning and/or robotics. In this role, you will collaborate with a dynamic team of researchers and engineers, spearheading continual innovation and technological advancements within our organization. This is a full-time, on-site position located in Santa Clara, CA.

Key Responsibilities

  • Design and develop advanced algorithms and methodologies for training AI models to improve robot dexterity.
  • Engage in cutting-edge research across various domains, including Robotics, Reinforcement Learning, Imitation Learning, control systems, and perception.
  • Handle large-scale machine learning systems and conduct extensive model training and fine-tuning.
  • Craft and implement state-of-the-art learning-based algorithms for manipulation, navigation, and control on real robotic platforms.
  • Collaborate with multidisciplinary teams to establish a diverse array of robust manipulation skills for robots.

Required Qualifications

  • A Ph. D. in Robotics, Computer Science/Engineering, Electrical Engineering, Mechanical Engineering, or a related field, or equivalent research experience.
  • A strong passion for robotics and the development of robotic products.
  • Exceptional analytical, problem-solving, and communication abilities.
  • A minimum of 3 years of experience conducting independent research.
  • In-depth knowledge of state-of-the-art robot learning techniques, including reinforcement learning and imitation learning.
  • A proven track record of research excellence, with publications in leading conferences and journals such as Science Robotics, IJRR, RSS, CoRL, ICRA, NeurIPS, ICML, ICLR, CVPR, among others.
  • Proficient in Python programming.
  • Experience with deep learning frameworks such as PyTorch, TensorFlow, or Jax.
  • Hands-on experience with real robot experiments.
  • Familiarity with robot simulation environments, including Isaac Gym, Isaac Sim, SAPIEN, MuJoCo, and Drake.

About Dexmate

Dexmate is at the forefront of robotics innovation, striving to create multi-functional mobile robots that excel in complex manipulation tasks. Our passionate team is committed to advancing the field of robotics through groundbreaking research and development.

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