DATA SCIENTIST

Micron Technology
Singapore
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningEducation: bachelorsSkills: ["Effective communication","Collaboration","Analytical thinking","Problem-solving","Independent work"]

Collaborate with semiconductor manufacturing engineers to analyze inline/param/probe data and identify yield detractors. Build and automate data pipelines by extracting and cleansing datasets from SQL databases, sensor networks, and fabrication tool logs. Apply statistical methods and machine learning to model yield issues, support defect reduction, and assist DOE experimentation. Create dashboards and automated reports using Dash/Plotly/Angular to communicate results and enable continuous improvement.

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FursaFursa
Micron Technology
Micron Technology
1 week ago

DATA SCIENTIST

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Source: Company careers pageValidated by: Fursa AI
Last checked: 53 minutes agoStatus: Live

Job Summary

Collaborate with semiconductor manufacturing engineers to analyze inline/param/probe data and identify yield detractors. Build and automate data pipelines by extracting and cleansing datasets from SQL databases, sensor networks, and fabrication tool logs. Apply statistical methods and machine learning to model yield issues, support defect reduction, and assist DOE experimentation. Create dashboards and automated reports using Dash/Plotly/Angular to communicate results and enable continuous improvement.
Location: Singapore
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Entry level

Key Responsibilities

  • •Analyze inline/param/probe data with semiconductor manufacturing engineering teams to 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 statistical analysis and machine learning to model yield issues and support defect reduction strategies.
  • •Assist process and integration engineers with Design of Experiments (DOE) by running and analyzing experiments to improve process capabilities and margins.
  • •Develop automated reports and dashboards using visualization tools (Dash, Plotly, Angular) to communicate technical outcomes to engineering stakeholders.

Key Requirements

  • •Bachelor's degree in Computer Science, Data Science, Statistics, AI, or a related engineering field.
  • •At least half-a-year of hands-on experience in data science, analytics, or scripting applications.
  • •Strong Python skills plus at least half-a-year experience with SQL for data extraction and manipulation.
  • •Familiarity with statistical tools/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.
Experience:Semiconductor industryElectronics manufacturing
Education:Bachelor's in Computer Science, Data Science, Statistics, AI, or a related Engineering field
Skills:Effective communicationCollaborationAnalytical thinkingProblem-solvingIndependent work
Tech Stack:PythonSQLDashPlotlyAngularSPCDOEFDCEDADRAMNANDCMOSDashboardsAI

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