Senior Machine Learning Engineer
il y a 1 semaine
About Silvaco, Inc.
Silvaco is a leading provider of TCAD, EDA software, and SIP solutions that empower semiconductor design and innovation through software and expertise. Our solutions address process and device development across various markets, including display, power devices, automotive, memory, high-performance compute, photonics, IoT, and 5G/6G mobile.
Location
Grenoble area in France, with a hybrid work arrangement offering remote and office work on a weekly basis.
Job Summary
Silvaco is seeking a skilled Machine Learning Engineer to strengthen its variation-aware products and address the challenging process variation concerns of memory IP, digital library, and custom IC/analog designers.
The successful candidate will collaborate with geographically distributed teams to provide variation-aware design flows and solutions, contributing to backend developments and product evolution. This role involves ensuring timely delivery of high-quality C++/Python code implementing Machine Learning strategies to address variability challenges.
Essential Job Functions and Responsibilities
- Work closely with the Team Leader and other software engineers to meet project requirements.
- Implement statistical approaches to enable variation-aware designs.
- Design, develop, and optimize high-performance algorithms.
- Write high-quality, efficient, and maintainable C++/Python code.
- Test, deploy, and support developed algorithms.
- Troubleshoot bugs.
Qualifications and Required Experience
- 5+ years of hands-on experience as a Machine Learning developer.
- MSc in Computer Science or relevant fields.
- Familiarity with software development standards: modern C++ (c++17), Python, source code management (git), testing (gtest, sanitizer), debugging (gdb).
- Problem-solving and team player.
- Basic concepts of (micro)electronics.
Preferred Experience
- Familiarity with scikit-learn or other Machine Learning libraries.
- Good science communication skills.
- Familiarity with Linux platform, multi-threading, distributed computing.
- Fluency in English and French.
We Are an Equal Opportunity Employer
Silvaco is committed to diversity and inclusion, and we do not discriminate based on race, religion, color, national origin, gender, sexual orientation, gender identity, age, or other protected characteristics. If you need assistance or an accommodation due to a disability, please contact us at 408.567.1000.
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