SMAI Data Scientist

Micron Technology
Singapore
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningEducation: bachelorsSkills: ["Problem-solving","Structured logic","Clear communication","Fast learning"]

Use data science and engineering methods to discover patterns and build predictive models and actionable insights for product and client services. Develop software programs, algorithms, and automated pipelines to cleanse, integrate, and evaluate large datasets from multiple sources. Collaborate with data scientists, data engineers, business area engineers, and UX teams to define analysis questions, interpret results, and communicate findings. Help optimize production metrics through simulation, optimization modeling, and global collaboration.

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FursaFursa
Micron Technology
Micron Technology
2 months ago

SMAI Data Scientist

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Source: Company careers pageValidated by: Fursa AI
Last checked: 7 hours agoStatus: Live

Job Summary

Use data science and engineering methods to discover patterns and build predictive models and actionable insights for product and client services. Develop software programs, algorithms, and automated pipelines to cleanse, integrate, and evaluate large datasets from multiple sources. Collaborate with data scientists, data engineers, business area engineers, and UX teams to define analysis questions, interpret results, and communicate findings. Help optimize production metrics through simulation, optimization modeling, and global collaboration.
Location: Singapore
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning

Key Responsibilities

  • •Design, develop, and program methods, processes, and systems to consolidate and analyze unstructured big data sources to generate actionable insights.
  • •Interact with product and service teams to identify questions and issues for data analysis and experiments.
  • •Develop and code software programs, algorithms, and automated processes to cleanse, integrate, and evaluate large datasets from multiple disparate sources.
  • •Interpret and communicate insights and findings from analysis and experiments to product, service, and business managers.
  • •Explore new frontier ideas and technologies, and work with global manufacturing sites to identify optimization opportunities and improve production metrics.

Key Requirements

  • •Bachelor's degree in Computer Science, Data Science, Industrial Engineering, Operations Research, or equivalent with strong programming and modeling capabilities.
  • •Past experience in the semiconductor industry, especially semiconductor operations digital twin.
  • •Past experience in simulation modeling using discrete event simulation.
  • •Past experience in optimization modeling or Operations Research using mix integer programming, linear programming, etc.
  • •Knowledge and experience with cloud solutions, API, Git, ETL, and strong programming capabilities (Java, Python, SQL, HTML, C/C++, CSS).
Experience:Semiconductor industrySemiconductor operations digital twinDiscrete event simulationOptimization modelingOperations Research
Education:Bachelor's
Skills:Problem-solvingStructured logicClear communicationFast learning
Tech Stack:AlgorithmsAPIData ScienceDockerGitJavaPythonSQLHTMLC/C++CSSETLCloud solutions

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