Senior/Staff AI Engineer, SMAI
Core
Design, develop, and deploy end-to-end AI and machine learning solutions to optimize manufacturing operations, integrate robotics, and enable autonomous decision-making across global semiconductor fabs.
Role type
Senior/Staff AI Engineer (Manufacturing & Smart Factory)
Builds
Scalable AI applications, web interfaces, APIs, predictive models, and automation tools for semiconductor manufacturing.
Domain
Semiconductor manufacturing, Industrial IoT, Smart Manufacturing
Deliverable
production ML models | product features | infrastructure
Required skills
Python, TypeScript/Angular, SQL, Docker, Kubernetes/OpenShift, CI/CD, Machine Learning frameworks (TensorFlow/PyTorch), GenAI/LLM integration, Predictive modeling (regression/classification), Deep learning, Reinforcement learning
Preferred skills
Semiconductor manufacturing domain knowledge, MLOps, MES systems, Industrial automation, AI Agent development
Technologies
React, Angular, Streamlit, FastAPI, AWS/Azure/GCP, GitHub Actions, TensorFlow, PyTorch, scikit-learn, Docker, Kubernetes, OpenShift
Responsibilities
Design end-to-end AI pipelines from data ingestion to inference; Develop responsive front-end applications and backend services; Integrate LLMs and agentic AI into engineering workflows; Deploy containerized applications and manage cloud infrastructure; Build and optimize predictive ML models; Implement Responsible AI practices and governance; Contribute to CI/CD and automated release processes.
Seniority
Senior/Staff, hands-on IC