Senior or Staff Engineer, Advanced Modeling & AI Solutions

What you'll do

• Build modeling and AI solutions and agentic systems integrated with modeling tools, design automation, and fab/test platforms.
• Establish reliable production practices and evaluate models using benchmarking, prompt tuning, RLHF, and feedback loops.
• Communicate modeling results through insights, data storytelling, and visualizations.

What they ask for

• Bachelor’s, Master’s, or PhD in Electrical Engineering, Computer Science, or a related field, with experience commensurate with the role.
• Experience developing machine-learning models on large and diverse datasets.
• Hands-on experience building and deploying AI/ML systems with frameworks such as PyTorch or TensorFlow, including LLMs, RAG, and agentic workflows.
• Experience deploying ML pipelines on AWS, GCP, or Azure.

Nice to have

• Leading AI/ML projects from problem definition through production in semiconductor environments.
• Experience with MLOps, CI/CD, production LLM deployment, and agentic frameworks such as LangGraph or AutoGen.

Tools

PyTorch, TensorFlow, LLMs, RAG, AWS, GCP, Azure, LangGraph

AI focus

Develop and deploy physics-based, ML, LLM, and agentic AI solutions for semiconductor technology development, including digital twins and production workflows.