STAFF DATA SCIENTIST

Micron Technology
Singapore
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningExperience: 5+ yearsEducation: bachelorsSkills: ["Effective communication","Collaboration","Analytical problem-solving","Independent work","Quality and continuous improvement"]

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

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FursaFursa
Micron Technology
Micron Technology
3 months ago

STAFF DATA SCIENTIST

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Last checked: 17 hours agoStatus: Live

Job Summary

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

Key Responsibilities

  • •Collaborate with semiconductor manufacturing engineering teams to analyze inline/param/probe data and identify yield detractors for continuous improvement.
  • •Extract, cleanse, and analyze datasets from SQL databases, sensor networks, and fabrication tool logs to support manufacturing operations.
  • •Apply statistical analysis, modeling, and machine learning to solve 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 using tools like Dash, Plotly, and Angular to communicate outcomes to engineering stakeholders.

Key Requirements

  • •Bachelor's degree in Computer Science, Data Science, Statistics, AI, or a related Engineering field.
  • •Minimum 5 years of hands-on experience in data science, analytics, or scripting applications.
  • •Strong Python skills and working experience with SQL for data extraction and manipulation.
  • •Familiarity with statistical tools and methodologies such as SPC, DOE, or FDC/EDA.
  • •Ability to learn semiconductor manufacturing principles and collaborate closely with equipment and integration engineers to resolve production issues.
Experience:5+ yearsSemiconductor industryElectronics manufacturingMachine learningData analytics
Education:Bachelor's
Skills:Effective communicationCollaborationAnalytical problem-solvingIndependent workQuality and continuous improvement
Tech Stack:PythonSQLDashPlotlyAngularSPCDOEFDCEDACMOSDRAMNANDData pipelineDashboards

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
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