SR DATA SCIENTIST SMART MFG & AI

Micron Technology
Taiwan
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningExperience: 3+ yearsEducation: mastersSkills: ["Communication","Independent work","Proactive problem-solving","Ownership","Collaboration"]

Develop predictive models and data-driven insights for semiconductor manufacturing by applying statistical modeling, machine learning, and deep learning. Build and productionize software programs, algorithms, and automated processes to cleanse, integrate, and evaluate large-scale datasets from disparate sources. Collaborate with data scientists, engineers, and UX teams to define analysis questions, rapidly prototype solutions, and communicate assumptions and results to non-technical stakeholders.

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Micron Technology
Micron Technology
3 months ago

SR DATA SCIENTIST SMART MFG & AI

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Source: Company careers pageValidated by: Fursa AI
Last checked: 6 hours agoStatus: Live

Job Summary

Develop predictive models and data-driven insights for semiconductor manufacturing by applying statistical modeling, machine learning, and deep learning. Build and productionize software programs, algorithms, and automated processes to cleanse, integrate, and evaluate large-scale datasets from disparate sources. Collaborate with data scientists, engineers, and UX teams to define analysis questions, rapidly prototype solutions, and communicate assumptions and results to non-technical stakeholders.
Location: Taiwan
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Mid level

Key Responsibilities

  • •Develop predictive models and actionable insights using statistical modeling, machine learning, and deep learning.
  • •Build software programs, algorithms, and automated processes to cleanse, integrate, and evaluate large datasets from multiple sources.
  • •Perform exploratory and new solution development activities to address analysis questions and improve existing tools.
  • •Prototype solutions quickly based on business requirements and deploy data science solutions into production environments.
  • •Communicate model assumptions, results, and findings to non-technical stakeholders and collaborate with internal teams and external partners to drive resolutions.

Key Requirements

  • •B.S./M.S. degree (or equivalent experience) in Data Science, Computer Science, Industrial Engineering, or related engineering field.
  • •3+ years of data science experience in engineering or a related industry with in-depth knowledge of statistical modeling, machine learning, and deep learning.
  • •Strong Python skills and familiarity with at least one machine learning framework (e.g., PyTorch, sklearn).
  • •Ability to extract data using SQL and other query languages, and apply data cleansing, outlier identification, and missing-data techniques.
  • •Experience building and deploying data science solutions into production environments, with strong communication to explain models and results to non-technical stakeholders.
Experience:3+ yearsSemiconductor manufacturingEngineeringData scienceMachine learningDeep learningBig data
Education:Master's
Skills:CommunicationIndependent workProactive problem-solvingOwnershipCollaboration
Tech Stack:PythonPyTorchSklearnSQLGoogle Cloud PlatformMachine learningDeep learningGenerative AIRAGLLM tuningAgentic problem solvingRCARoot cause analysisData cleansingData integrationMissing data techniques

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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