Description
We are seeking an Applied AI Engineer to lead end-to-end solution development for timing and constraint analysis workflows. You will be part of a cross-disciplinary team building intelligent systems that learn from sign-off data, reason across flows, and assist engineers in achieving faster and more predictable closure.
Responsibilities:
- Architect and develop AI-driven solutions for static timing, constraints quality, and closure prediction.
- Integrate heterogeneous data sources into structured knowledge bases and training pipelines.
- Develop autonomous analysis agents that interact with timing tools to perform multi-corner, multi-mode optimization and constraint debugging.
- Implement scalable orchestration across Flow-Server and Digital Engineer platforms, enabling AI-in-loop decision-making for sign-off readiness.
- Collaborate with methodology and sign-off teams to validate models on live projects, improving coverage, predictability, and engineering productivity.
- Build interpretable AI pipelines using graph neural networks, large language models, and process-aware reasoning engines for timing closure recommendations.
Requirements:
- BS (or equivalent experience) in Electrical or Computer Engineering with 12+ years of experience in AI/ML solution development, ideally for EDA, semiconductor, or complex data domains.
- Strong background in VLSI/ASIC design, with deep understanding of timing, constraints, STA, or sign-off workflows.
- Proficiency in Python, PyTorch/TensorFlow, and graph or agentic AI frameworks.
- Experience developing data pipelines, knowledge graphs, or process models for structured engineering data.
- Working knowledge of timing tools (PrimeTime, Nanotime, Tempus) and scripting integration with EDA environments.
- Experience with AI orchestration frameworks, reasoning based on prompts, and multi-agent automation is highly desirable.
Benefits:
- Widely considered to be one of the technology world's most desirable employers.
- Highly competitive salaries and a comprehensive benefits package.
- Eligible for equity and benefits.
This listing is enriched and indexed by YubHub. To apply, use the employer's original posting:
https://nvidia.wd5.myworkdayjobs.com/en-US/NVIDIAExternalCareerSite/job/US-CA-Santa-Clara/Senior-Design-Automation-Engineer--Applied-AI_JR2014684