SMAI Senior Data Scientist

Micron Technology
Singapore
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningExperience: 3+ yearsEducation: bachelorsSkills: ["Strong problem-solving","Structured logical thinking","Clear communication","Fast learning"]

Develop and apply data-science and engineering methods to consolidate, cleanse, integrate, and analyze large, unstructured datasets for predictive models and actionable insights. Collaborate with product, service, business, UX, and global manufacturing teams to run data analysis and experiments, communicate findings, and explore new technologies. Build software programs, algorithms, and automated processes, and drive optimization and simulation benchmarking to improve production metrics.

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FursaFursa
Micron Technology
Micron Technology
2 months ago

SMAI Senior Data Scientist

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

Job Summary

Develop and apply data-science and engineering methods to consolidate, cleanse, integrate, and analyze large, unstructured datasets for predictive models and actionable insights. Collaborate with product, service, business, UX, and global manufacturing teams to run data analysis and experiments, communicate findings, and explore new technologies. Build software programs, algorithms, and automated processes, and drive optimization and simulation benchmarking to improve production metrics.
Location: Singapore
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Mid level

Key Responsibilities

  • •Design and develop 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 sources.
  • •Interpret and communicate insights and findings to product, service, and business managers.
  • •Collaborate with management and global manufacturing sites to identify optimization opportunities and benchmark solutions that 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.
  • •3+ years of experience with Java, Python, SQL, HTML, and C/C++ plus CSS.
  • •Past experience in the semiconductor industry, especially semiconductor operations and digital twin.
  • •Experience with semiconductor or manufacturing operations simulation modeling using discrete event simulation.
  • •Experience with optimization modeling/Operations Research (e.g., mixed integer programming and linear programming) and knowledge of cloud solutions, API, Git, and ETL.
Experience:3+ yearsSemiconductor industryManufacturing operationsSimulation modelingOperations researchOptimization modelingDigital twin
Education:Bachelor's
Skills:Strong problem-solvingStructured logical thinkingClear communicationFast learning
Tech Stack:Artificial IntelligenceApache KafkaBig DataJavaPythonSQLHTMLC/C++CSSAPIGitETLDiscrete event simulationMixed integer programmingLinear programming

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