Yield Enhancement DRAM DA

Micron Technology
Boise, Idaho, United States
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningExperience: 5+ yearsSkills: ["Communication","Presentation","Detail-oriented","Teamwork","Continuous learning"]

Develop and apply yield-analysis methods for next-generation DRAM, characterizing electrical and inline data to identify intrinsic and extrinsic device issues impacting yield. Partner with R&D and manufacturing to predict end-of-line device performance using machine learning and device-physics knowledge. Build and improve yield-analysis tools, standardize processes for repeatable results, lead troubleshooting focus teams, and publish findings while supporting R&D-to-manufacturing transfer.

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Micron Technology
Micron Technology
3 days ago

Yield Enhancement DRAM DA

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Last checked: 1 hour agoStatus: Live

Job Summary

Develop and apply yield-analysis methods for next-generation DRAM, characterizing electrical and inline data to identify intrinsic and extrinsic device issues impacting yield. Partner with R&D and manufacturing to predict end-of-line device performance using machine learning and device-physics knowledge. Build and improve yield-analysis tools, standardize processes for repeatable results, lead troubleshooting focus teams, and publish findings while supporting R&D-to-manufacturing transfer.
Location: Boise, Idaho, United States
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Mid level

Key Responsibilities

  • •Analyze end-of-line test, parametric, and fab data to identify design, process, and test issues impacting yield.
  • •Develop yield-analysis tools and apply machine learning techniques to improve efficiency and accuracy.
  • •Identify process-module and equipment interactions to detect failure mechanisms.
  • •Use inline data to drive process improvements and standardize methods for consistent, repeatable results.
  • •Lead or participate in multi-area focus teams to troubleshoot complex yield issues and support R&D-to-manufacturing transfer.

Pay and Benefits

Perks:Health InsuranceDentalVisionPaid LeaveEquity

Key Requirements

  • •Bachelor’s with 5 years of industrial experience in a related semiconductor field, or MS/PhD in Engineering or a related semiconductor field.
  • •Good understanding of semiconductor processing.
  • •Demonstrated expertise in CMOS operation and memory cell operation.
  • •Ability to extract, analyze, and report data effectively.
  • •Programming skills including JavaScript, Python, R, and SQL.
Experience:5+ yearsSemiconductorMemoryDRAMCMOSYield analysis
Skills:CommunicationPresentationDetail-orientedTeamworkContinuous learning
Tech Stack:Machine learningAIJavaScriptPythonRSQL

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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