CAD Automation and ML Engineer
CAD Automation and ML Engineer
Posted on :
05-08-2025
Employer Active
1 Vacancy
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Job Description
In this highly visible role your primary responsibilities will include: Developing innovative ML and large language model applications to understand explain and interact with advanced circuit design software systems. Designing and implementing their interaction with our extensive compute infrastructure. Identifying opportunities for optimizing expediting and reusing the delivery of hardware IP assets. Actively involving yourself in supporting various ML and large language model development processes including understanding input data troubleshooting output resolving software challenges that may impact project timelines and delivering solutions to our internal customers. Closely collaborating with diverse design teams including Custom Digital Analog Mixed-Signal and more to understand their needs and requirements for various ML and large language model applications. Applying advanced techniques to address these requirements across multiple products and reduce duplicate design work. Working in tandem with other experts in CAD to validate their ML-based applications implement enhancements and evaluate external vendor packages and solutions from EDA (Electronic Design Automation) providers and open-source.
- Experience in Python programming
- Experience in programming algorithms
- Minimum requirement of BS
- Day-to-day experience working with the UNIX shell environment and code revision control systems
- Knowledge of basic electrical engineering topics
- Experience leading academic software development projects
- Proficiency in machine learning algorithms large language models fine-tuning retrieval augmented generation and prompt engineering
- Knowledge of transistor-level electrical engineering and related software tools for circuit analysis such as simulation timing EM/IR layout extraction or power analysis
- Experience in electrical engineering machine learning applications
- Exposure to server management or parallel computing platforms such as LSF NC AWS etc.
- Experience creating web technologies using React REST APIs or equivalent
- Strong communication and presentation skills
- Commitment to excellence and productivity
- Experience in developing large scale software systems in multi-user multi-site environments as part of a team of developers.
Employment Type
Full Time
Key Skills
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