What You ll Be Doing:
- Collaborate with the PAE team to build, debug, and optimize topography calibration workflows using SCW, focusing on deposition processes.
- Design and implement scalable calibration strategies by reducing simulation complexity while maintaining accuracy, aiming to reduce Turnaround Time (TAT) and manage a large number of calibration parameters efficiently.
- Identify and develop techniques to simplify TCAD model complexity to accelerate calibration workflows and implement quick fine-tuning techniques to meet stringent customer accuracy expectations.
- Enhance SCW integration with underlying TCAD simulation tools to improve automation, scalability, Quality of Results (QoR), and Ease of Use (EoU), and reduce TAT.
- Collaborate closely with the front-end team to ensure backend features are seamlessly integrated into the GUI for end-users.
- Support debugging TCAD simulations Design of Experiments (DoE) and interface with the PAE team to define best practices in physical model selection and parameter calibration.
The Impact You Will Have:
- Drive advancements in TCAD calibration workflows, leading to significant improvements in simulation efficiency and accuracy.
- Enhance the user experience by integrating backend features into a user-friendly GUI, enabling seamless deployment of calibration workflows to customers.
- Contribute to the development of industry-leading calibration strategies that set new standards for performance and reliability.
- Support the creation of innovative solutions that address complex semiconductor design challenges, contributing to the success of our customers.
- Streamline the calibration process, reducing TAT and improving overall productivity for both internal teams and customers.
- Foster collaboration and knowledge sharing within the team, driving continuous improvement and innovation in our calibration workflows.
What You ll Need:
- MS or PhD in Computer Science, Software Engineering, Electrical Engineering, or equivalent.
- 3+ years of hands-on experience in software development with solid programming skills in Python.
- Experience with TCAD simulation and semiconductor domain knowledge (physics and applications).
- Strong desire to learn and explore new technologies.
- English language working proficiency and communication skills allowing teamwork in an international environment.
- Willingness to work in a distributed international team.
