Staff / Principal Full Stack AI Engineer
Core
Design, build, and deploy production-grade AI applications and digital twin environments to enable autonomous operations in semiconductor manufacturing.
Role type
Staff / Principal Full Stack AI Engineer
Builds
End-to-end AI products, data pipelines, APIs, web applications, and digital twin simulations for factory operations.
Domain
Semiconductor manufacturing / Industrial AI / Autonomous Operations
Deliverable
production ML models | product features | dashboards & analysis
Required skills
Python, JavaScript/TypeScript, React/Angular/Streamlit, FastAPI, SQL, Cloud platforms (AWS/Azure/GCP), Docker, Kubernetes, CI/CD, Data ingestion/ETL, LLM integration, GPU acceleration
Preferred skills
Generative AI (RAG, agentic workflows), Digital twin platforms (NVIDIA Omniverse, Gazebo, Unity), Robotics/IoT integration, Model optimization, Responsible AI practices
Technologies
React, Angular, Streamlit, Python, FastAPI, AWS, Azure, GCP, Docker, Kubernetes, NVIDIA Omniverse, Gazebo, Unity Robotics Hub, Siemens Tecnomatix, Unreal Engine
Responsibilities
Design and architect end-to-end AI products including data pipelines and user interfaces; Build scalable integrations between manufacturing systems, robotics platforms, and sensor networks; Deploy and manage containerized applications across cloud and edge environments; Optimize AI workloads through GPU acceleration and model tuning.
Seniority
Staff / Principal, hands-on IC with strategic ownership