MTB Defect Insight Engineer

Micron Technology
Taiwan
Workplace: OnsiteFull timeFunction: Data Science & Machine Learning0Education: bachelorsSkills: ["Problem resolution","Analytical thinking","Process improvement","Responsible AI use"]

Analyze manufacturing yield and defects for semiconductor assembly and test, using spatial signatures, defect density monitoring, and process-health dashboards. Deploy AI/ML models (including agentic AI) to support predictive excursion detection, defect pareto analysis, and defect source identification. Create and refine defect inspection strategies and inline monitoring approaches, driving defect management, yield improvement, and killer defect reduction.

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FursaFursa
Micron Technology
Micron Technology
4 days ago

MTB Defect Insight Engineer

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Source: Company careers pageValidated by: Fursa AI
Last checked: 1 hour agoStatus: Live

Job Summary

Analyze manufacturing yield and defects for semiconductor assembly and test, using spatial signatures, defect density monitoring, and process-health dashboards. Deploy AI/ML models (including agentic AI) to support predictive excursion detection, defect pareto analysis, and defect source identification. Create and refine defect inspection strategies and inline monitoring approaches, driving defect management, yield improvement, and killer defect reduction.
Location: Taiwan
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Entry level

Key Responsibilities

  • •Perform yield correlation analysis, spatial signature analysis, and defect density monitoring.
  • •Build and maintain process-health dashboards and deploy AI/ML models for defect insights.
  • •Support predictive excursion detection and defect management using inline defect monitoring.
  • •Develop defect inspection strategy and conduct defect pareto analysis for source identification.
  • •Drive defect management outcomes including yield detractor elimination and killer defect reduction.

Key Requirements

  • •Bachelor’s or Master’s degree in Engineering or a related discipline.
  • •0–2 years of experience in semiconductor manufacturing or engineering.
  • •Basic knowledge of ASSY defect analysis for yield improvement.
  • •Basic knowledge of SPC, FDC, or data analysis tools (e.g., JMP).
  • •Ability to leverage baseline digital and AI capabilities for analytical insights and process improvement.
Experience:0Semiconductor manufacturingEngineering
Education:Bachelor's
Skills:Problem resolutionAnalytical thinkingProcess improvementResponsible AI use
Tech Stack:AI/MLAgentic AIJMPSPCFDCDigital

Company Brief

Micron Technology
Designs and manufactures semiconductor memory and storage solutions, including DRAM, NAND, and NOR flash, for computing, networking, mobile, and automotive markets worldwide.
Industry: Electronics Manufacturing
Company Size: Enterprise (1,001+ employees)
Revenue: USD 1B+
Growth: Public Company
Valuation: Public Company (Market Cap in USD)
Funding: IPO / Publicly Listed
Headquarters: Boise, United States
Founded: 1978
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Glassdoor: 3.7
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