Intern - AI‑Driven Process Development Deposition & Ion implantation

Micron Technology
Singapore
Workplace: OnsiteInternshipFunction: Data Science & Machine LearningSkills: ["Written and verbal communication","Analytical problem-solving"]

Develop AI-enabled analytics for thin-film deposition and ion implantation process development data. You’ll work with process, metrology, inline, and electrical datasets to perform exploratory analysis, build and evaluate machine learning models, and apply statistical methods for trend finding, variability monitoring, and anomaly detection. Collaborate with engineering mentors, create reusable data workflows and dashboards, and present findings, recommendations, and learning outcomes.

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Micron Technology
Micron Technology
1 week ago

Intern - AI‑Driven Process Development Deposition & Ion implantation

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Last checked: 12 hours agoStatus: Live

Job Summary

Develop AI-enabled analytics for thin-film deposition and ion implantation process development data. You’ll work with process, metrology, inline, and electrical datasets to perform exploratory analysis, build and evaluate machine learning models, and apply statistical methods for trend finding, variability monitoring, and anomaly detection. Collaborate with engineering mentors, create reusable data workflows and dashboards, and present findings, recommendations, and learning outcomes.
Location: Singapore
Workplace: Onsite
Employment Type: Internship · Permanent
Job Function: Data Science & Machine Learning
Seniority: Intern level

Key Responsibilities

  • •Conduct exploratory data analysis on process, metrology, inline, and electrical datasets.
  • •Develop and evaluate machine learning models (e.g., regression, classification, clustering, and time-series).
  • •Apply statistical methods such as hypothesis testing, multivariate analysis, and design-of-experiment (DOE) interpretation.
  • •Build reusable data preparation and feature engineering workflows, and create dashboards/visualizations to communicate findings.
  • •Collaborate with process development, equipment, integration, and data analytics teams to present project findings and recommendations.

Key Requirements

  • •Proficiency in Python for data analysis and machine learning.
  • •Knowledge of statistical analysis and data science fundamentals.
  • •Experience with data manipulation libraries such as NumPy, Pandas, and SciPy (or equivalent).
  • •Analytical problem-solving skills to interpret technical datasets.
  • •Basic AI proficiency with familiarity with AI-enabled tools or Generative AI/LLMs concepts.
Experience:Semiconductor manufacturingThin-film depositionIon implantationData analyticsMachine learning
Education:
Skills:Written and verbal communicationAnalytical problem-solving
Tech Stack:PythonNumPyPandasSciPyTableauPower BIStreamlitAzureAWSGCPSparkLLMsGenerative AIAI Assistants

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