What You’ll Be Doing:
- Collaborate with a cross-functional, multi-disciplinary team to identify new methodological approaches to layout analysis and define algorithmic solutions.
- Develop software modules and shared libraries throughout a product life cycle, from prototype to customer release.
- Implement testing and benchmarking automation for Pattern Analytics tools.
- Coordinate the creation of engineering-level technical documentation for the supported products.
- Troubleshoot and solve customer problems after deployment.
- Stay updated with the latest advancements in EDA, data science, and machine learning to continuously enhance product offerings.
The Impact You Will Have:
- Drive innovations in semiconductor design and silicon manufacturing flows through advanced pattern analytics.
- Enhance the efficiency and accuracy of layout analysis methodologies, contributing to the overall improvement of EDA tools.
- Facilitate the development of cutting-edge computational solutions that address critical gaps in current industrial solutions.
- Ensure the successful deployment and adoption of new EDA products by providing robust technical documentation and customer support.
- Contribute to the continuous evolution of Synopsys' product offerings, maintaining our leadership in the industry.
- Empower semiconductor companies and software developers with innovative tools that streamline design and verification processes.
What You’ll Need:
- Ph.D. or B.Tech/M.Tech in Electrical Engineering (EE), Computer Science (CS), or related fields, with a minimum of 5 years of industry experience.
- Expertise in Python programming with a strong focus on data structures, advanced proficiency in libraries such as NumPy, Pandas, Matplotlib, Scipy, and development of new Python APIs or commands.
- Extensive experience in C++ and/or Java.
- Practical experience in developing Machine Learning models, including Graph Neural Network (GNN) models and LLM's type of models.
- Knowledge in probability and statistics, Electronic Design Automation (EDA), VLSI Physical Design Verification, and/or Mask Data Generation.
Who You Are:
- A collaborative team player who thrives in a multi-disciplinary environment.
- An innovative thinker with strong problem-solving skills and technical creativity.
- An excellent communicator, capable of conveying complex technical information to both technical and non-technical stakeholders.
- A detail-oriented individual with a passion for developing cutting-edge solutions.
- A proactive learner, continuously seeking to expand your knowledge and skills in EDA, data science, and machine learning.