DATA SCIENTIST
Core
Analyze semiconductor manufacturing data to optimize yield, reduce defects, and support process engineering through advanced analytics and machine learning.
Role type
Data Scientist (Semiconductor Manufacturing)
Builds
Data pipelines, statistical models, and visualization dashboards for yield optimization and defect reduction in chip fabrication.
Domain
Semiconductor manufacturing, memory technology (DRAM/NAND), industrial analytics
Deliverable
production ML models
Required skills
Python, SQL, statistical analysis, machine learning, data visualization, Design of Experiments (DOE), Statistical Process Control (SPC), Fault Detection and Classification (FDC)
Preferred skills
Semiconductor fabrication processes, CMOS device physics, DRAM/NAND memory architecture, electronics manufacturing experience
Technologies
Dash, Plotly, Angular
Responsibilities
Analyze inline/param/probe data to identify yield detractors, build data pipelines from SQL/sensor logs, apply ML for defect reduction, support DOE analysis, create automated reports and dashboards
Seniority
Mid-level, hands-on IC (via careerplan.io/jobs/JR100232-data-scientist-at-micron)
