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, identify yield detractors, and drive continuous improvements. Build and automate data pipelines using SQL and manufacturing data sources, then apply statistical modeling and machine learning to support defect reduction. Help run Design of Experiments (DOE), and create Dash/Plotly/Angular dashboards to communicate results to engineering stakeholders.

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

Collaborate with semiconductor manufacturing teams to analyze inline/param/probe data, identify yield detractors, and drive continuous improvements. Build and automate data pipelines using SQL and manufacturing data sources, then apply statistical modeling and machine learning to support defect reduction. Help run Design of Experiments (DOE), and create Dash/Plotly/Angular dashboards 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, 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 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 Dash, Plotly, and Angular to communicate results to engineering stakeholders.

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.
  • •Ability to learn semiconductor manufacturing principles and closely collaborate with equipment and integration engineers to resolve production issues.
  • •Strong Python programming skills and working 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.
Experience:Semiconductor manufacturingElectronics manufacturing
Education:Bachelor's
Skills:CommunicationCollaborationAnalytical thinkingProblem-solvingIndependent work
Tech Stack:PythonSQLDashPlotlyAngularSPCDOEFDC/EDACAndroidDRAMNAND

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