About the role
AI summarisedJoin the Adaptive Robotics and Mechatronics (ARM) group at SIMTech to drive cutting-edge research in Intelligent Robotics. This role focuses on developing and optimizing robot manipulation systems by integrating advanced AI trends like reinforcement learning, generative AI, foundation models, and multi-modality AI for real-world industrial applications in manufacturing and logistics.
ResearchOnsite
Key Responsibilities
- Conduct research on robot perception, planning, and execution control to develop intelligent robotic systems for autonomous manipulation tasks (e.g., grasping, complex assembly).
- Develop and implement novel algorithms in robot learning, motion planning, multi-modality fusion, and robotics foundation models/vision-language models.
- Collaborate with cross-functional teams to integrate AI-driven robotics into real-world applications, including autonomous manufacturing and logistics systems.
- Contribute to the development of technical roadmaps and initiate new research ideas for proposal preparation.
- Engage in interdisciplinary projects with fellow researchers and engineers to advance the frontiers of robotics.
Requirements
- PhD in Computer Science, Robotics, or a relevant discipline.
- Strong research track record in robotics, computer vision, or related fields.
- Proficiency in programming languages such as Python or C++.
- Hands-on capability in developing and implementing intelligence and robotics manipulation applications.
- Proficiency with AI and robot frameworks (e.g., PyTorch, Tensorflow, ROS).
- Strong analytical, problem-solving, and creative thinking skills.