Senior VLSI CAD, AI Automation Engineer
NVIDIA
full-time
Posted on:
Location Type: Office
Location: Yokneam • Israel
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Job Level
Tech Stack
About the role
- You will be responsible for developing and integrating advanced CAD solutions and automation flows using AI and machine learning for VLSI design, verification, and implementation.
- Work closely with design, verification, and CAD teams to identify areas for improving VLSI workflows using advanced tools and methods.
- Research, prototype, and deploy AI-based algorithms.
- Develop and maintain scripts and automation infrastructure to enable seamless adoption of AI tools in the VLSI design process.
- Continuously review emerging AI technologies and methodologies to keep our CAD environment up-to-date.
- Provide technical support and training to engineering teams on AI-enabled CAD flows and best practices.
Requirements
- B.Sc./M.Sc. in Electrical Engineering, Computer Engineering, Computer Science, or equivalent experience.
- 5+ years of experience in VLSI CAD tool development, with a strong focus on integrating AI/ML techniques into EDA workflows.
- Proficiency in Python and at least one AI/ML framework (such as TensorFlow, PyTorch, or scikit-learn).
- Hands-on experience with VLSI physical design and familiarity with industry-standard EDA tools (e.g., Synopsys, Cadence).
- Knowledge of data preprocessing, feature engineering, and model deployment as applied to VLSI design challenges.
- Experience developing and maintaining automation scripts (Python, Perl, Tcl, Make).
- Strong analytical skills in evaluating the impact of AI solutions on design quality, performance, and productivity.
- Excellent communication skills and the ability to work cross-functionally in a fast-paced environment.
- Self-motivation, attention to detail, and a track record of delivering robust solutions to production.
Benefits
- We are an equal opportunity employer and value diversity at our company
- We do not discriminate on the basis of race, religion, color, national origin, sex, gender, gender expression, sexual orientation, age, marital status, veteran status, or disability status.
- We will ensure that individuals with disabilities are provided reasonable accommodation to participate in the job application or interview process, to perform essential job functions, and to receive other benefits and privileges of employment. Please contact us to request accommodation.
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard skills
VLSI CAD tool developmentAI/ML techniquesPythonTensorFlowPyTorchscikit-learndata preprocessingfeature engineeringmodel deploymentautomation scripts
Soft skills
analytical skillscommunication skillsself-motivationattention to detail
Certifications
B.Sc. in Electrical EngineeringM.Sc. in Electrical EngineeringB.Sc. in Computer EngineeringM.Sc. in Computer EngineeringB.Sc. in Computer ScienceM.Sc. in Computer Science