Data Scientist IV - (B4)
Core
Designing and deploying machine learning models and autonomous agentic AI systems to optimize operational workflows, reduce manual effort, and drive data-driven decision-making across business units.
Role type
Senior IC Data Scientist (Operational Optimization & Agentic AI)
Builds
Autonomous AI agents, predictive/prescriptive ML models, scalable data pipelines, and analytics dashboards for manufacturing, supply chain, and finance operations.
Domain
Semiconductor manufacturing & materials engineering
Deliverable
production ML models | autonomous AI agents | dashboards & analysis
Required skills
Machine learning (supervised, unsupervised, time-series, causal inference, reinforcement learning), agentic AI frameworks, LLM-based workflow orchestration, statistical modeling (regression, hypothesis testing, experimental design), SQL (large-scale enterprise systems), Python, R, feature engineering, data mining, Tableau/BI tools
Preferred skills
Deep learning, clustering, decision trees, ensemble methods, function-calling, planning agents
Technologies
Python, R, SQL, Tableau, agentic AI frameworks, LLMs
Responsibilities
Design and deploy ML models to optimize operational efficiency; develop autonomous agentic AI systems for proactive monitoring and action; build scalable data collection and analytics pipelines; validate custom ML models for operational use cases; implement predictive and prescriptive models for business challenges; collaborate on process automation opportunities; maintain internal data systems integrity.
Seniority
Senior, hands-on IC
