DATA SCIENTIST

Micron Technology
Singapore
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningExperience: 2+ yearsEducation: bachelorsSkills: ["Communication","Collaboration","Analytical thinking","Problem-solving","Independent work"]

Use mathematics, statistics, and information technology to uncover patterns in manufacturing data and build predictive models that improve semiconductor process yield and reduce variation. Partner with Process Integration and Process Engineering teams to troubleshoot line issues, run root cause analysis, and develop automated programs for cleansing, integrating, and evaluating large datasets from tools and sensor networks. Support DOE experimentation and communicate results through dashboards for engineering stakeholders.

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FursaFursa
Micron Technology
Micron Technology
2 months ago

DATA SCIENTIST

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Source: Company careers pageValidated by: Fursa AI
Last checked: 20 hours agoStatus: Live

Job Summary

Use mathematics, statistics, and information technology to uncover patterns in manufacturing data and build predictive models that improve semiconductor process yield and reduce variation. Partner with Process Integration and Process Engineering teams to troubleshoot line issues, run root cause analysis, and develop automated programs for cleansing, integrating, and evaluating large datasets from tools and sensor networks. Support DOE experimentation and communicate results through dashboards for engineering stakeholders.
Location: Singapore
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Mid level

Key Responsibilities

  • •Collaborate with semiconductor manufacturing engineering teams to analyze inline/param/probe data, identify yield detractors, and drive continuous improvement.
  • •Extract, cleanse, and analyze datasets from SQL databases, sensor networks, and fabrication tool logs to support manufacturing operations.
  • •Apply data science, statistical modeling, and machine learning to troubleshoot yield issues and support defect reduction strategies.
  • •Assist process and integration engineers in running and analyzing Design of Experiments (DOE) to enhance process capabilities and margins.
  • •Develop automated reports and dashboards to communicate technical concepts and project outcomes to engineering stakeholders.

Key Requirements

  • •Bachelor’s degree in Computer Science, Data Science, Statistics, AI, or a related engineering field.
  • •At least 2 years of hands-on experience in data science, analytics, or scripting applications.
  • •Strong Python skills and experience with SQL for data extraction and manipulation.
  • •Familiarity with statistical tools and methodologies such as SPC, DOE, or FDC/EDA for data-driven problem solving.
  • •Willingness to learn semiconductor manufacturing principles and collaborate with equipment and integration engineers to resolve production issues.
Experience:2+ yearsSemiconductor manufacturing
Education:Bachelor's in Computer Science, Data Science, Statistics, AI, or a related Engineering field
Skills:CommunicationCollaborationAnalytical thinkingProblem-solvingIndependent work
Tech Stack:PythonSQLDashPlotlyAngular

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
Glassdoor
Glassdoor: 3.7
WebsiteLinkedIn