Marvell's Central Engineering CAD organization needs to develop design flows and provide tools and processes to support hundreds of engineers working with cutting-edge technologies like 3nm and 2nm, directly impacting the company's success and the advancement of technology.
Requirements
- Strong understanding of algorithms and machine learning.
- Experience with Python and developing command line tools.
- Familiarity with ASIC design is a plus, willing to learn ASIC design domain is a must.
- Experience with classic Machine Learning algorithms and LLMs, GNNs.
Responsibilities
- Apply your knowledge of algorithms and machine learning to solve complex problems and implement solutions for ASIC Design Engineering
- Analyze and process data for feature selection.
- Report findings and suggest improvements.
- Design, develop, and maintain efficient, reusable, and reliable Python code for command line tools.
Other
- Bachelor’s degree in Computer Science or a related field, or equivalent experience.
- Excellent problem-solving skills.
- Strong communication and teamwork skills.
- Great English both verbal and written.
- This position may require access to technology and/or software subject to U.S. export control laws and regulations, including the Export Administration Regulations (EAR). As such, applicants must be eligible to access export-controlled information as defined under applicable law.
