DATA SCIENTIST

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

Collaborate with semiconductor manufacturing teams to analyze inline/param/probe data and identify yield detractors. Build and automate data pipelines from SQL databases, sensor networks, and fabrication logs, then apply machine learning and statistical modeling to reduce defects. Support Design of Experiments (DOE), and communicate findings through automated dashboards and reports using tools like Dash, Plotly, and Angular.

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FursaFursa
Micron Technology
Micron Technology
3 days ago

DATA SCIENTIST

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Source: Company careers pageValidated by: Fursa AI
Last checked: 2 hours agoStatus: Live

Job Summary

Collaborate with semiconductor manufacturing teams to analyze inline/param/probe data and identify yield detractors. Build and automate data pipelines from SQL databases, sensor networks, and fabrication logs, then apply machine learning and statistical modeling to reduce defects. Support Design of Experiments (DOE), and communicate findings through automated dashboards and reports using tools like Dash, Plotly, and Angular.
Location: Singapore
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning

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 data science techniques, statistical modeling, and machine learning to solve yield issues and support defect reduction.
  • •Assist process and integration engineers in running and analyzing Design of Experiments (DOE) to improve process capabilities and margins.
  • •Develop automated reports and dashboards using tools like Dash, Plotly, and Angular to communicate outcomes to engineering stakeholders.

Pay and Benefits

Perks:Paid LeaveLearning BudgetWellness StipendEquityHealth Insurance

Key Requirements

  • •Bachelor’s degree in Computer Science, Data Science, Statistics, AI, or a related engineering field.
  • •Hands-on experience in data science, analytics, or scripting applications.
  • •Strong Python programming skills and working experience with SQL for data extraction and manipulation.
  • •Familiarity with statistical methodologies such as SPC, DOE, or FDC/EDA, and data-driven problem solving.
  • •Experience applying data visualization tools (e.g., Dash, Plotly, Angular) and a solid foundation in machine learning/neural networks/LLMs.
Experience:Semiconductor industryElectronics manufacturingManufacturingArtificial intelligenceMachine learning
Education:Bachelor's
Skills:CommunicationCollaborationAnalytical thinkingProblem-solvingIndependent work
Tech Stack:PythonSQLSQL databasesDashPlotlyAngularMachine learningStatistical modelingNeural networksLLMSPCDOEFDC/EDADashboardsSensor networksFabrication tool logs

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