Scientist (Smart Robotics and Automation, Adaptive Robotics and Mechatronics group), SIMTech

Job description

ABOUT THE ROLE

We are looking for a motivated individual to fill the position of a research scientist in the group. You will be part of the team charged with the development of high precision motion systems required in automated machines tools for semiconductor industry. In this role, you are expected to perform the modelling, simulation and control of the motion control system to achieve coordinated motion for the complex equipment. The ability to model and analyse the system dynamics under the various operational scenario would also be a necessary part of the development process. In addition, hands-on experience with the implementation of digital control methods (with hardware in the loop) is required in order to achieve the real-time control of the motion system. You will collaborate with cross-functional teams to implement solutions that enhance motion system performance, reliability and efficiency.

JOB DESCRIPTION

Design and develop motion control algorithms for complex precision motion systems.
Implement advanced control strategies with state-of-the-art learning-based control methods including but not limited to reinforcement learning, Bayesian optimization etc.
Use tools like MATLAB/Simulink, LabVIEW, dSPACE, Speedgoat or equivalent to simulate and control the motion systems
Perform system-level simulations to optimize performance and stability.
Develop test procedures for motion control systems to ensure compliance with performance requirements.
Select and implement motion control components, including sensors, controllers, and drive electronics.
Work closely with the hardware team to integrate control systems with mechanical and electrical sub-systems.
Optimize motion trajectories for precision tracking, high speed and energy efficient actuation.
JOB REQUIREMENT

Ph.D degree in Electrical, Control or Mechatronics Engineering
2-3 years of work experience or similar is preferred 
No experience required
We value the following skills and experience:

Work experience in the semiconductor industry will be a plus
Experience with the semiconductor equipment development e.g. automated wafer handling machine
Strong knowledge of control theory and digital control techniques
Proficiency in programming languages such as C, C++, Python, or MATLAB.
Experience with following
motor control techniques e.g. FOC, MPC
motion control techniques such as feedforward, cascade control and observer design
embedded system design or FPGA development
Knowledge of machine learning applications in motion control, such as reinforcement learning and others
Familiarity with industrial communication protocols (e.g., CAN, EtherCAT, Modbus)
Familiarity with standards and certifications for industrial or safety-critical systems
Excellent problem-solving and analytical skills
Strong communication and teamwork abilities