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Craig Leathers

Staff Data Analytics Lead / Data Scientist specializing in manufacturing process control

Bellefonte, PAData Analytics Lead/ Data Scientist24 years experienceStaffSemiconductorsManufacturingTechnology
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About

Intel veteran who applied multiple linear regression and time-series drift analysis to semiconductor lithography overlay/metrology data, feeding model outputs into automated process control. Comfortable working across Python, VBA, and JMP/JSL, with a pragmatic approach to validation (RMSE + trend visualization) and data quality via close coordination with measurement/metrology teams.

Experience

Data Analytics Lead/ Data ScientistIntel Corp.

Education

Pennsylvania State Universitymaster, Materials Science & Engineering
Massachusetts Institute of Technologybachelor, Physics

Key Strengths

  • Applied regression modeling to semiconductor lithography overlay error characterization
  • Closed-loop integration of model outputs into automated process control systems
  • Model validation using RMSE and trend/visual drift analysis
  • Practical data cleaning via collaboration with metrology teams and exclusion of non-representative experimental product data
  • Tool flexibility across Python, VBA, and JMP/JSL to support different stakeholder needs

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Contact

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Languages

English

Skills

Advanced AnalyticsAdvanced Process Control (APC)ANOVAAutomationAutomation & ScriptingBusiness Intelligence (BI)Change ManagementCross-Functional CollaborationDashboard DevelopmentData CleaningData-Driven Decision MakingData ImportingData Pipeline DesignData StrategyDatabase-Driven Workflow Access