Snr/Product Engineer (Advance Data Analytics), Heterogeneous Integration Group (HIG), High Bandwidth Memory (HBM) Product Engineering

Micron Technology
Singapore
Workplace: OnsiteFull timeFunction: Data Analytics & Business IntelligenceEducation: bachelorsSkills: ["Communication","Accountability","Mentorship","Innovation","Cross-functional collaboration"]

Drive advanced data analytics for Micron’s HBM Product Engineering team, improving cumulative yield and reliability through ML/AI. Build and deploy state-of-the-art algorithms and predictive models (including deep learning) integrated into the Dispo workflow. Partner with IT, Manufacturing, and cross-functional HBM organizations to enhance data infrastructure pipelines using cloud technologies, while mentoring team members and advancing KPIs like quality, cost, cycle time, and scale.

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Micron Technology
Micron Technology
6 months ago

Snr/Product Engineer (Advance Data Analytics), Heterogeneous Integration Group (HIG), High Bandwidth Memory (HBM) Product Engineering

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

Job Summary

Drive advanced data analytics for Micron’s HBM Product Engineering team, improving cumulative yield and reliability through ML/AI. Build and deploy state-of-the-art algorithms and predictive models (including deep learning) integrated into the Dispo workflow. Partner with IT, Manufacturing, and cross-functional HBM organizations to enhance data infrastructure pipelines using cloud technologies, while mentoring team members and advancing KPIs like quality, cost, cycle time, and scale.
Location: Singapore
Workplace: Onsite
Employment Type: Full time
Job Function: Data Analytics & Business Intelligence
Seniority: Mid level

Key Responsibilities

  • •Lead cross-functional initiatives to improve overall yield and quality through advanced data analysis.
  • •Analyze engineering data using statistical tools, machine learning, and AI and integrate improvements into the Dispo workflow.
  • •Develop machine learning and deep learning algorithms for data mining, pattern recognition, and wafer/die level screening.
  • •Collaborate with IT, Manufacturing, and Operations to build and enhance data infrastructure pipelines using cloud technologies.
  • •Work with cross-functional teams to ship end products while continually improving KPIs such as quality, cost, cycle time, and scale.

Key Requirements

  • •Bachelor’s or Master’s degree in Engineering, Computer Science, Statistics, Artificial Intelligence, or a related field.
  • •Strong data analytics skills with tools such as JMP, Tableau, and Power BI.
  • •Proficiency in Python, R, SQL, and web application languages like JavaScript, HTML, and CSS for data manipulation and analysis.
  • •Experience with statistical analysis, predictive modeling, and machine learning techniques using libraries such as TensorFlow, Scikit-learn, and PyTorch.
  • •Excellent communication skills to present findings to non-technical stakeholders, with accountability for assigned work onsite in Singapore.
Education:Bachelor's
Skills:CommunicationAccountabilityMentorshipInnovationCross-functional collaboration
Tech Stack:PythonRSQLJavaScriptHTMLCSSJMPTableauPower BITensorFlowScikit-learnPyTorchCloud

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