- Design and implement Data Ingestion & Processing pipelines for our Sentaurus Calibration Workbench (SCW) - Format support, validation, DB with search/filters, AI/ML-driven analysis.
- Integrate core TCAD simulation engines with SCW - Optimize connectivity to reduce turnaround time (TAT), improve scalability, quality of results (QoR), and ease-of-use (EoU)
- Collaborate closely with the product application engineering (PAE) team to ensure functionality and quality requirements are met.
- Collaborate closely with the front-end team to ensure backend features are seamlessly integrated into the GUI for end-users.
The Impact You Will Have:
- Drive advancements in TCAD calibration automation, leading to significant improvements in simulation efficiency and accuracy.
- Enhance the user experience by supporting integration of backend features into a user-friendly GUI, enabling seamless deployment of calibration workflows to customers.
- Support the creation of innovative solutions that address complex semiconductor design challenges, contributing to the success of our customers.
- Streamline the TCAD 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 SCW.
What You ll Need:
- MS or PhD in Computer Science, Software Engineering, Electrical Engineering, or equivalent.
- 4+ years of hands-on experience in software development with solid programming skills in C++ and Python.
- Solid data analysis knowledge and skills.
- Familiarity and hands-on experience with ML applied to data analysis and optimization.
- 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.
