SR DATA SCIENTIST
Core
Analyze inline/param/probe data to identify yield detractors and drive continuous improvement in semiconductor manufacturing.
Role type
Senior Data Scientist (Semiconductor Manufacturing) (via careerplan.io/jobs/JR100214-sr-data-scientist-at-micron)
Builds
Data pipelines, automated reports, dashboards, and ML models for yield optimization and defect reduction.
Domain
Semiconductor manufacturing, memory (DRAM/NAND), yield analysis.
Deliverable
production ML models
Required skills
Python, SQL, statistical modeling, machine learning, data visualization, Design of Experiments (DOE), Statistical Process Control (SPC), Fault Detection and Classification (FDC)
Preferred skills
Semiconductor fabrication processes, CMOS knowledge, DRAM/NAND memory architecture
Technologies
Dash, Plotly, Angular
Responsibilities
Extract/cleanse data from SQL/sensor logs, apply ML to solve yield issues, support DOE analysis, develop automated dashboards
Seniority
Senior, hands-on IC
