Data Scientist
Core
Sr./Lead Data Scientist deploying enterprise-scale AI and Agentic AI solutions for semiconductor manufacturing facilities operations.
Role type
Senior IC data scientist (time series & Agentic AI)
Builds
Production-grade anomaly detection, predictive maintenance, and forecasting systems for equipment and process data
Domain
Semiconductor manufacturing / Industrial automation
Deliverable
production ML models
Required skills
Time series analysis, anomaly detection, forecasting, Python, SQL, MLOps, Agentic AI frameworks, statistical modeling
Preferred skills
Ph.D. in quantitative field, leading enterprise-wide AI deployment, familiarity with SCADA/CMMS, LLM integration, experimental design
Technologies
Python, SQL, ARIMA, Prophet, LSTM, Isolation Forest, Model Context Protocol (MCP), agent-to-agent (A2A) protocols
Responsibilities
Engage with operational stakeholders to map time series data; develop and deploy anomaly detection and forecasting models; design end-to-end ML pipelines; lead enterprise-wide Agentic AI initiatives from PoC to production; mentor data scientists and engineers
Seniority
Senior, hands-on IC with leadership responsibilities