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A*STAR - Agency for Science, Technology and Research

Singapore / Global

Scientist (SRA/ARM), SIMTech

Job Description

About The Role

We are seeking for an Embodied AI Scientist to conduct fundamental and applied research in humanoid robotics, with a particular emphasis on actuator-centric embodied intelligence. The successful candidate will contribute to the development of learning-enabled control and decision-making frameworks that are deeply integrated with the physical dynamics, sensing and actuation of humanoid robotic systems. You are expected to work in a multidisciplinary research group spanning robotics, control, artificial intelligence and mechatronic system

Role Summary

We are seeking for an Embodied AI Scientist to conduct fundamental and applied research in humanoid robotics, with a particular emphasis on actuator-centric embodied intelligence. The successful candidate will contribute to the development of learning-enabled control and decision-making frameworks that are deeply integrated with the physical dynamics, sensing and actuation of humanoid robotic systems. You are expected to work in a multidisciplinary research group spanning robotics, control, artificial intelligence and mechatronic system

Job Description

Conduct research on embodied AI methods for humanoid robots, focusing on joint-level actuation, compliance, force interaction and energy-efficient motion

Develop learning-based and model-based control strategies that explicitly account for actuator dynamics, nonlinearities and other physical constraints

Integrate multi-modal sensing which includes closed-loop control of position, force/torque, tactile and visual feedback as well as deployment of learning control architectures such as reinforcement learning

Adapt Controller tuning transfer challenges through system identification, domain adaptation and adaptive control methods

Investigate safe and constrained learning approaches for humanoid locomotion and manipulation under uncertainty.

Integration of the mechanical transmission, actuator and control system into the humanoid robot to demonstrate the embodied intelligence

Design and conduct experimental studies using humanoid joint modules, actuation testbeds and full-body robotic platforms

JOB REQUIREMENT

Ph.D. degree in Mechanical, Electrical, Control or Mechatronics Engineering

3-5 years of work experience or similar is preferred

Fresh graduates are also encouraged to apply

We Value The Following Skills And Experience

Experience with the development and control of humanoid robotics systems

Knowledge of machine learning applications in motion control, such as reinforcement learning will be a plus

Good understanding of the various actuation principles and up to date with state-of-the-art actuation technologies

Experience with the design and integration of BLDC and/or PMSM electric motors in robotics joint module

Familiarity with numerical simulation software tools e.g. Ansys maxwell, Comsol Multiphysics, JMAG

Experience with the prototyping and assembly of actuator components e.g. frameless motor assembly

Good working knowledge of digital control techniques and hardware implementation in embedded controllers

Proficiency in programming languages such as C, C++, Python, or MATLAB.

Familiarity with industrial communication protocols (e.g., CAN, EtherCAT, Modbus).

Excellent problem-solving and analytical skills

Good communications skills and the ability to work in a team

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