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Intern - Data Scientist

Micron

Intern - Data Scientist

Micron

Fab 10N/X, Singapore

·

On-site

·

Internship

·

2w ago

Benefits & Perks

Healthcare

Parental Leave

Paid Time Off

Healthcare

Parental Leave

Required Skills

Python

R

SQL

Machine learning

Statistical modeling

Data analysis

Our vision is to transform how the world uses information to enrich life for all.

Join an inclusive team passionate about one thing: using their expertise in the relentless pursuit of innovation for customers and partners. The solutions we build help make everything from virtual reality experiences to breakthroughs in neural networks possible. We do it all while committing to integrity, sustainability, and giving back to our communities. Because doing so can fuel the very innovation we are pursuing.

Project Description:

This project focuses on applying data science, machine learning, and statistical modeling to large and diverse datasets generated from highly automated semiconductor manufacturing operations. The intern will work closely with data scientists and engineers to extract, process, and analyze terabytes to petabytes of structured and unstructured data.

Objective of the Project:

  • Develop analytical and machine learning models to improve manufacturing performance and operational efficiency
  • Build data pipelines for extraction, cleansing, outlier detection, and anomaly identification
  • Apply supervised, unsupervised, and semi-supervised learning techniques on real production datasets
  • Support digital transformation and automation efforts in a manufacturing environment

Opportunities to be Offered for Full-Time Employment:

Interns demonstrating strong analytical capability, initiative, and technical performance may be considered for full-time roles in:

  • Data Scientist
  • Machine Learning Engineer
  • Data Engineer
  • Smart Manufacturing and Analytics Engineer

Project Scope:

  • Extract and manipulate data using SQL and large-scale query systems
  • Clean and prepare data using statistical and programming techniques
  • Build machine learning models using tools such as Python or R
  • Work with distributed computing systems including Spark and Hadoop-based tools
  • Support automation and analysis workflows for manufacturing datasets such as time-series and images
  • Collaborate with multi-functional teams to translate technical findings into actionable insights

Learning Opportunities:

  • Exposure to high‑volume semiconductor manufacturing data
  • Hands-on experience with machine learning, deep learning, and data preparation workflows
  • Familiarity with large-scale data platforms (Spark, Hadoop, Teradata)
  • Experience with Manufacturing Execution Systems
  • Opportunity to apply statistical modeling, feature extraction, and algorithm development
  • Development of strong communication and problem-solving skills through cross-team collaboration

Deliverables:

  • Completed data pipelines or analytical scripts
  • Machine learning models or prototypes with documented performance metrics
  • Clear and concise technical reports summarizing findings
  • Dashboards, visualizations, or automated analytics tools where applicable

Impact of Project:

  • Supports data-driven decision-making in manufacturing
  • Improves production efficiency, yield, and process stability
  • Enhances predictive capabilities for production anomalies and variations
  • Contributes to long-term digital transformation and automation initiatives

Skillset Required:

  • Strong interest in building a career in data science
  • Knowledge in statistical modeling and machine learning
  • Experience with Python or R
  • Ability to write efficient and maintainable code
  • Familiarity with SQL
  • Interest or experience in distributed computing systems (Spark, Hadoop)
  • Strong communication and documentation skills

Bonus Skills:

  • Experience with time-series, image data, or semi-supervised learning
  • Knowledge of JavaScript or data visualization (Tableau)
  • Exposure to manufacturing systems or semiconductor processes
  • Experience with Tensor Flow or other deep learning frameworks

Course of Interests:

  • Mathematics
  • Data Science
  • Computer Science
  • Physics
  • Statistics
  • Engineering programs with analytics emphasis

About Micron Technology, Inc.

We are an industry leader in innovative memory and storage solutions transforming how the world uses information to enrich life for all. With a relentless focus on our customers, technology leadership, and manufacturing and operational excellence, Micron delivers a rich portfolio of high-performance DRAM, NAND, and NOR memory and storage products through our Micron® and Crucial® brands. Every day, the innovations that our people create fuel the data economy, enabling advances in artificial intelligence and 5G applications that unleash opportunities — from the data center to the intelligent edge and across the client and mobile user experience.

To learn more, please visit micron.com/careers

All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, veteran or disability status.

To request assistance with the application process and/or for reasonable accommodations, please contact hrsupport_sgmicron.com

Micron Prohibits the use of child labor and complies with all applicable laws, rules, regulations, and other international and industry labor standards.

Micron does not charge candidates any recruitment fees or unlawfully collect any other payment from candidates as consideration for their employment with Micron.

AI alert: Candidates are encouraged to use AI tools to enhance their resume and/or application materials. However, all information provided must be accurate and reflect the candidate's true skills and experiences. Misuse of AI to fabricate or misrepresent qualifications will result in immediate disqualification.

Fraud alert: Micron advises job seekers to be cautious of unsolicited job offers and to verify the authenticity of any communication claiming to be from Micron by checking the official Micron careers website in the About Micron Technology, Inc.

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About Micron

Micron

Micron

Public

Micron Technology is a global leader in memory and storage solutions, manufacturing DRAM, NAND flash memory, and solid-state drives for computing, mobile, automotive, and data center applications.

10,001+

Employees

Boise

Headquarters

$100B

Valuation

Reviews

3.5

3 reviews

Work Life Balance

2.0

Compensation

4.0

Culture

2.0

Career

4.0

Management

1.5

Pros

Good learning opportunities

High salary/good pay

Multiple positions available

Cons

Poor work-life balance

Excessive overtime

Management disagreements

Salary Ranges

37 data points

Junior/L3

Mid/L4

Senior/L5

Junior/L3 · Data Science Engineer

1 reports

$143,960

total / year

Base

$110,739

Stock

-

Bonus

-

$143,960

$143,960

Interview Experience

4 interviews

Difficulty

2.8

/ 5

Duration

14-28 weeks

Offer Rate

25%

Experience

Positive 25%

Neutral 25%

Negative 50%

Interview Process

1

Application Review

2

Recruiter/Phone Screen

3

Technical Interview

4

Final Round Interview

5

Offer

Common Questions

Coding/Algorithm

Technical Knowledge

Behavioral/STAR

Past Experience