Senior/Staff AI Engineer, SMAI
Core
Design, develop, and deploy end-to-end AI and ML solutions to improve manufacturing operations, automate workflows, and enable data-driven decision-making across global fabs and assembly sites.
Role type
Senior/Staff AI Engineer (Manufacturing & Smart Factory)
Builds
Scalable AI applications, web interfaces, APIs, automation tools, and predictive ML models for semiconductor manufacturing.
Domain
Semiconductor manufacturing / Industrial IoT / Smart Factory
Deliverable
production ML models | product features
Required skills
Python, TypeScript/Angular, SQL, Docker, Kubernetes/OpenShift, CI/CD, GenAI/LLM integration, Machine Learning frameworks (TensorFlow/PyTorch), Predictive modeling, Deep Learning, Reinforcement Learning
Preferred skills
Semiconductor manufacturing domain knowledge, MLOps, MES integration, Industrial IoT, AI Agent development
Technologies
React, Angular, Streamlit, FastAPI, GitHub Actions, AWS/Azure/GCP, TensorFlow, PyTorch, scikit-learn, Docker, Kubernetes, OpenShift
Responsibilities
Design and build end-to-end AI solutions including data pipelines and model training; Develop responsive front-end applications and backend services; Integrate LLMs and agentic AI into engineering workflows; Build and deploy predictive ML models in cloud environments; Support robotics and automation system integration; Implement Responsible AI practices and model governance.
Seniority
Senior/Staff, hands-on IC
