DATA SCIENTIST

Micron Technology
Singapore
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningExperience: 2+ yearsEducation: bachelorsSkills: ["Effective communication","Collaboration","Analytical and problem-solving mindset","Independent work","Prioritization"]

Use mathematics, statistics, and information technology to uncover patterns in data and build predictive models that improve semiconductor manufacturing yield. Partner with process integration and process engineering teams on root-cause analysis for line problems, including cleansing and integrating large datasets from inline/param/probe sources. Apply statistical methods and machine learning, support DOE experimentation, and deliver automated dashboards and reports using tools like Dash, Plotly, and Angular.

Loading

Loading job details...

Preparing the role view and application actions.

FursaFursa
Micron Technology
Micron Technology
1 month ago

DATA SCIENTIST

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

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 data and build predictive models that improve semiconductor manufacturing yield. Partner with process integration and process engineering teams on root-cause analysis for line problems, including cleansing and integrating large datasets from inline/param/probe sources. Apply statistical methods and machine learning, support DOE experimentation, and deliver 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
Seniority: Mid level

Key Responsibilities

  • •Analyze inline/param/probe data with process engineering teams to identify top 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 modeling and machine learning to solve yield issues and support defect reduction strategies.
  • •Support process and integration engineers by running and analyzing Design of Experiments (DOE) to improve process capabilities and margins.
  • •Build automated reports and dashboards using visualization tools (e.g., Dash, Plotly, Angular) to communicate insights to engineering stakeholders.

Key Requirements

  • •Bachelor's degree in Computer Science, Data Science, Statistics, AI, or a related Engineering field.
  • •Minimum 2 years of hands-on experience in data science, analytics, or scripting applications.
  • •Strong Python programming and working experience with SQL for data extraction and manipulation.
  • •Familiarity with statistical tools and methodologies such as SPC, DOE, or FDC/EDA, and data-driven problem solving.
  • •Ability to apply data visualization tools (e.g., Dash, Plotly, Angular) to present complex engineering data clearly.
Experience:2+ yearsSemiconductor industrySemiconductor manufacturingData scienceAnalytics
Education:Bachelor's
Skills:Effective communicationCollaborationAnalytical and problem-solving mindsetIndependent workPrioritization
Tech Stack:PythonSQLDashPlotlyAngularSPCDOEFDC/EDAMachine learningAISQL databasesData visualization

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