SR DATA SCIENTIST

Micron Technology
Singapore
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningExperience: 3+ yearsEducation: bachelorsSkills: ["Communication","Collaboration","Analytical thinking","Problem-solving","Independent execution"]

Work with semiconductor manufacturing engineering teams to analyze inline/param/probe data and identify yield detractors. Build and automate data pipelines from SQL databases, sensor networks, and fabrication tool logs. Apply statistical modeling and machine learning to solve yield issues, support defect reduction, and improve process capabilities through DOE analysis. Create dashboards and automated reports using tools like Dash, Plotly, and Angular to communicate insights to engineering stakeholders.

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FursaFursa
Micron Technology
Micron Technology
2 months ago

SR DATA SCIENTIST

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Source: Company careers pageValidated by: Fursa AI
Last checked: 18 hours agoStatus: Live

Job Summary

Work with semiconductor manufacturing engineering teams to analyze inline/param/probe data and identify yield detractors. Build and automate data pipelines from SQL databases, sensor networks, and fabrication tool logs. Apply statistical modeling and machine learning to solve yield issues, support defect reduction, and improve process capabilities through DOE analysis. Create dashboards and automated reports using tools like Dash, Plotly, and Angular to communicate insights to 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 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 data science techniques, statistical modeling, and machine learning to solve yield issues and support defect reduction strategies.
  • •Assist process and integration engineers in running and analyzing DOE to enhance process capabilities and margins.
  • •Develop automated reports and dashboards using visualization tools (Dash, Plotly, 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 3 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/methodologies such as SPC, DOE, or FDC/EDA.
  • •Willingness to learn semiconductor manufacturing principles and collaborate with equipment and integration engineers to resolve production issues.
Experience:3+ years
Education:Bachelor's in Computer Science, Data Science, Statistics, AI, or a related Engineering field
Skills:CommunicationCollaborationAnalytical thinkingProblem-solvingIndependent execution
Tech Stack:PythonSQLDashPlotlyAngularSPCDOEFDCEDADRAMNANDCMOS

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