Data Scientist
Core
Develop data-driven solutions and predictive models to improve semiconductor manufacturing yield, quality, and productivity using die-level, wafer-level, and test data.
Role type
Data Scientist (Smart Manufacturing & AI)
Builds
Production ML models, agentic AI systems, and analytical pipelines for semiconductor test and manufacturing processes.
Domain
Semiconductor manufacturing / Industrial AI
Deliverable
production ML models
Required skills
Python, statistics, machine learning, SQL, Git, data visualization
Preferred skills
LLMs, agentic AI frameworks, RAG pipelines, time-series data, cloud platforms, ETL tools, containerization
Technologies
Python, SQL, Git, Streamlit, PowerBI, Google Cloud Platform, AWS, Azure, Tableau, Docker, FastAPI, Angular, React
Responsibilities
Build and productionize classification and regression models for predictive analytics; design and implement multi-agent systems for code generation and troubleshooting; develop retrieval strategies for RAG pipelines; optimize code and pipelines for high-volume manufacturing environments; collaborate on testing, deployment, and monitoring.
Seniority
Individual Contributor