Principal AI Engineer, SMAI
Core
Design, develop, and deploy end-to-end AI and machine learning solutions to improve manufacturing operations, automate workflows, and enable data-driven decision-making across global fabs and assembly sites.
Role type
Principal AI Engineer (Smart Manufacturing & Industrial Automation)
Builds
Scalable AI applications, web interfaces, APIs, robotics integration, and predictive ML models 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, GenAI/LLM integration, Machine Learning frameworks (TensorFlow/PyTorch), Predictive modeling, Deep Learning, Reinforcement Learning, Responsible AI practices
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 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 for manufacturing optimization; Manage containerized applications and CI/CD pipelines; Apply Responsible AI practices for governance and security.
Seniority
Principal, hands-on IC with strategic scope