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/test sites.
Role type
Senior IC 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 Manufacturing
Deliverable
production ML models
Required skills
Python, TypeScript/Angular, SQL, Docker, Kubernetes/OpenShift, CI/CD, GenAI/LLM integration, Machine Learning frameworks (TensorFlow, PyTorch, scikit-learn), Predictive modeling, Classification algorithms, Deep learning, Reinforcement learning, Generative AI
Preferred skills
Semiconductor manufacturing experience, MLOps, MES systems, Industrial IoT, Robotics/AMR integration, AI Agent development
Technologies
React, Angular, Streamlit, FastAPI, GitHub Actions, AWS/Azure/GCP, Docker, Kubernetes, OpenShift, TensorFlow, PyTorch, scikit-learn
Responsibilities
Design and build end-to-end AI solutions including data pipelines, feature engineering, model training, and inference; Develop responsive front-end applications backed by Python/FastAPI services; Support development and implementation of ML models for structured and unstructured data; Integrate LLMs and agentic AI capabilities into manufacturing workflows; Develop and maintain containerized applications using Docker and deploy via Kubernetes/OpenShift; Build, train, and deploy predictive machine learning models; Contribute to CI/CD pipelines and automated release processes; Apply Responsible AI practices including input validation and model governance.
Seniority
Senior, hands-on IC
