Postdoc in Robot Learning for Manipulation Full-time

Postdoctoral Researcher in Robot Learning for Manipulation

The postdoctoral researcher will work on robot learning for manipulation, exploring state-of-the-art Vision–Language–Action (VLA) models for tabletop, mobile, or dexterous manipulation. A key focus is leveraging whole-body motion and/or dexterous, multi-fingered hands to improve perception and control, enabling robots to solve complex, contact-rich tasks that require coordinated base, arm, and hand behaviors in dynamic environments. We seek candidates with a strong background in robotics and machine learning, and demonstrated experience in at least two of the following areas: deep learning, reinforcement learning, imitation learning, robot perception, navigation, grasping, and dexterous or mobile manipulation. Experience in any of the following is especially valued: whole-body control, humanoid or multi-DOF platforms, multi-fingered hands, tactile sensing, or learning-based manipulation in simulation and/or on real systems.

Requirements:

• A doctoral degree or an equivalent foreign degree. This eligibility requirement must be met no later than the time the employment decision is made.
• Research expertise in machine learning/robotics.
• Documented strong programming skills.
• The candidate should have an outstanding research and publication list.
• You have well developed analytical and problem-solving skills.
• The candidate should have very good knowledge of the English language, such as written and oral skills since communication is essential of this role.

Preferred qualifications:

• A doctoral degree or an equivalent foreign degree, obtained within the last three years prior to the application deadline
• You have good pedagogical ability.
• Awareness of diversity and equal opportunity issues, with specific focus on gender equality.
• You are independent in your work and have no problem collaborating with others.

Great emphasis will be placed on personal skills.