DATA SCIENTIST
Core
Analyze semiconductor manufacturing data to optimize yield, reduce defects, and support process improvement using data science and machine learning.
Role type
Data Scientist (Semiconductor Manufacturing)
Builds
Automated reports, dashboards, and data pipelines for manufacturing operations
Domain
Semiconductor manufacturing / Yield optimization
Deliverable
dashboards & analysis
Required skills
Python, SQL, Statistical modeling, Data visualization, DOE analysis, Machine learning
Preferred skills
Semiconductor fabrication knowledge, Memory architecture (DRAM/NAND), Advanced analytics for manufacturing
Technologies
Dash, Plotly, Angular, SQL, Python
Responsibilities
Analyze inline/param/probe data to identify yield detractors; Extract and cleanse datasets from sensor networks and tool logs; Apply statistical modeling and ML to solve yield issues; Assist engineers in running Design of Experiments (DOE); Develop automated reports and dashboards for engineering stakeholders.
Seniority
Junior, hands-on IC