R&D Engineer, Sr I
Synopsys
Seoul, SOUTH KOREA
1 일 전

and Requirements

At Synopsys, we’re at the heart of the innovations that change the way we work and play. Self-driving cars. Artificial Intelligence.

The cloud. 5G. The Internet of Things. These breakthroughs are ushering in the Era of Smart Everything. And we’re powering it all with the world’s most advanced technologies for chip design and software security.

If you share our passion for innovation, we want to meet you.

Job Overview

TCAD software embeds many various physical models to simulate the semiconductor process and device. The parameters in the equations of the models must be well defined for simulation accuracy.

Many models were developed by simplification of reality with reasonable assumptions. The model parameters were extracted from the measurement data of a specific experiment conditions.

For this reason, the calibration of the model parameters with the user-own data is required to improve the predictability of the simulation.

This job position is to develop the calibration strategy and to implement it to ML-based TCAD calibration framework which guides users to easily calibrate the models with their own data.

Responsibilities and Duties

  • Develop and implement the calibration strategy for the specific application demanded by TCAD users
  • Develop the solution to apply the machine learning to improve the TCAD simulation accuracy
  • Support CAEs to solve the problems that customers report
  • Participate in collaborative projects with customers and other partners based on business needs
  • Qualifications

  • MS or PhD in Physics, Electrical Engineering, Materials Science or equivalent (PhD preferred)
  • Expertise in machine learning and experience in its application
  • Deep knowledge of the numerical optimization algorithm
  • Proficient understanding and experiences in full TCAD simulation flow
  • Good knowledge of the advanced semiconductor process from front-end to back-end
  • Software programming skill in python and C++ is required.
  • Inclusion and Diversity are important to us. Synopsys considers all applicants for employment without regard to race, color, religion, national origin, gender, sexual orientation, gender identity, age, military veteran status, or disability.

    Korea, Republic of

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