A*STAR
Senior Scientist, Autonomous Systems & Robotics, ARTC
Advanced Remanufacturing & Technology Centre
Location
Singapore
Department
Advanced Remanufacturing & Technology Centre
Posted
2 months before
About This Role
A*STAR is seeking a Senior Scientist with a PhD in Robotics or related fields to lead Applied R&D for Embodied AI, specifically focusing on Learning from Demonstration (LfD) and contact-rich manipulation in industrial manufacturing environments.
Responsibilities
- Conduct applied R&D for Embodied AI, particularly Learning from Demonstration techniques.
- Design and execute experiments to collect, process, and analyze demonstration data for training intelligent robotic behaviors.
- Apply machine learning techniques (including deep learning) to enhance robot control and decision-making processes.
- Translate research outcomes into functional prototypes for industrial applications.
- Collaborate with cross-functional teams including hardware engineers and software developers to achieve project goals.
- Support stakeholder engagement with industry partners regarding system capabilities and limitations.
Requirements
- PhD in Robotics, Computer Science, Electrical Engineering, or a related field.
- Strong background in robot learning, Embodied AI, Learning from Demonstration, or related AI-driven robotics techniques.
- Knowledge of deep learning frameworks like TensorFlow and/or PyTorch.
- Proficiency in programming languages such as Python, C++.
- Hands-on experience with ROS2, simulation environments (e.g., Isaac Sim), and robotic hardware platforms.
- Familiarity with industrial automation or manufacturing environments is an advantage.
- Strong communication skills to collaborate effectively with colleagues and present technical findings.