Full-Stack AI Engineer, IPAI, SMAI
Core
Design, develop, and deploy end-to-end AI solutions, web applications, and automation tools to improve manufacturing operations and enable autonomous decision-making across global semiconductor fabs.
Role type
Full-Stack AI Engineer (Manufacturing)
Builds
Scalable AI solutions, web applications, APIs, and automation tools for manufacturing operations.
Domain
Semiconductor manufacturing / Industrial IoT
Deliverable
production ML models
Required skills
Python, JavaScript/TypeScript, SQL, Docker, Kubernetes/OpenShift, GenAI/LLM integration, CI/CD pipelines, Cloud platforms (AWS/Azure/GCP)
Preferred skills
MLOps, MES systems, Industrial automation, Smart manufacturing experience
Technologies
React, Angular, Streamlit, FastAPI, GitHub Actions, Docker, Kubernetes, OpenShift, AWS, Azure, GCP
Responsibilities
Design and build end-to-end AI solutions including data pipelines and model training; Develop responsive front-end applications backed by Python services; Integrate LLMs and agentic AI into engineering workflows; Deploy containerized applications using Kubernetes/OpenShift; Support CI/CD pipelines and model monitoring; Apply Responsible AI practices for governance and security.
Seniority
Mid-level, hands-on IC
