Data Scientist 3
Core
Design, develop, and program methods to analyze unstructured and diverse big data into actionable insights for the Customer Support Business Group.
Role type
Data Scientist (EI Specialist)
Builds
Automated processes and algorithms to evaluate large data sets from disparate sources for equipment lifecycle solutions.
Domain
Semiconductor manufacturing equipment (Lam Research) / Data Analytics
Deliverable
production ML models
Required skills
Python, JupyterLab, SQL, Data Visualization, Statistical Analysis, Algorithm Design, Data Pipeline Management, Troubleshooting, Stakeholder Communication
Preferred skills
Experience with IBP Apps (AutoTRD, MATH, ARC, PPD, SRC), EI-DA2.x, Chamber process fundamentals
Technologies
JupyterLab, Python, IBP Apps (AutoTRD, MATH, ARC, PPD, SRC), EI-DA2.x, EI-DAe, EI Discovery, EI-SSHC, EI-CV, EI-AA
Responsibilities
Monitor, support, and maintain EI applications deployed on EIDH clusters; Perform application health checks and first-level troubleshooting; Support system startups and define readiness metrics; Act as local EI subject matter expert (SME) and support internal training; Coordinate issue resolution with Dev, Product, and Global Support teams.
Seniority
Mid-Senior (5+ years with Bachelor's or 3+ with Master's)