Senior Data Scientist, SMAI

Micron Technology
Singapore
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningExperience: 3+ yearsEducation: bachelorsSkills: ["Problem-solving","Structured thinking","Communication","Collaboration","Fast learning"]

Develop predictive models and actionable insights by analyzing large, unstructured datasets across disparate sources. Build and optimize software programs, algorithms, and automated ETL processes to cleanse, integrate, and evaluate data for product and service improvement. Partner with product/service and global manufacturing teams to identify experiments, interpret findings, and deliver optimization solutions using techniques like simulation and operations research.

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FursaFursa
Micron Technology
Micron Technology
2 months ago

Senior Data Scientist, SMAI

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

Job Summary

Develop predictive models and actionable insights by analyzing large, unstructured datasets across disparate sources. Build and optimize software programs, algorithms, and automated ETL processes to cleanse, integrate, and evaluate data for product and service improvement. Partner with product/service and global manufacturing teams to identify experiments, interpret findings, and deliver optimization solutions using techniques like simulation and operations research.
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 into 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.
  • •Identify meaningful insights from large data and metadata sources, and interpret and communicate findings to product, service, and business managers.
  • •Collaborate globally with management, departments, and manufacturing sites to find 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 capability.
  • •3+ years of experience with Java, Python, SQL, HTML, C/C++, and CSS.
  • •Experience using semiconductor operations digital twin and/or semiconductor or manufacturing operations simulation modeling (discrete event simulation).
  • •Experience with optimization modeling / Operations Research using techniques like mixed integer programming and linear programming.
  • •Knowledge of cloud solutions and familiarity with API, Git, and ETL.
Experience:3+ yearsSemiconductor industrySemiconductor operationsManufacturing operationsDigital twinSimulation modelingOperations researchOptimization
Education:Bachelor's
Skills:Problem-solvingStructured thinkingCommunicationCollaborationFast learning
Tech Stack:PythonJavaSQLHTMLC/C++CSSGITETLAPIApache KafkaCloudDiscrete event simulationMixed integer programmingLinear programmingAlgorithmsBig data

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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