トレンド企業

Micron
Micron

Leading company in the technology industry

DATA SCIENTIST SMART MFG & AI|New College Graduates Welcome

職種データサイエンス
経験ミドル級
勤務地Taoyuan - Fab 11; Taichung - Fab 16
勤務オンサイト
雇用正社員
掲載2週間前
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Our vision is to transform how the world uses information to enrich life for all.

Micron Technology is a world leader in innovating memory and storage solutions that accelerate the transformation of information into intelligence, inspiring the world to learn, communicate and advance faster than ever.

As a Data Science Engineer at Micron, you will employ techniques and theories drawn from areas of mathematics, statistics, semiconductor physics, materials science, and information technology to uncover patterns in data from which predictive models, actionable insights, and solutions can be developed.

You will interact with experienced Data Scientists, Data Engineers, Business Areas Engineers, and UX teams to identify questions and issues for data analysis projects and improvement of existing tools. In this position, you will help develop software programs, algorithms and/or automated processes to cleanse, integrate, and evaluate large datasets from multiple disparate sources. There will be significant opportunities to perform exploratory and new solution development activities.

Required qualification:

  • B.S. or M.S. in Computer Science, Data Science, Mathematics, Physics or engineering
  • Strong desire to grow a career as a Data Scientist in highly automated industrial manufacturing doing analysis and machine learning on terabytes and petabytes of diverse datasets.
  • Experience in the areas: statistical modeling, feature extraction and analysis, supervised/unsupervised/semi-supervised learning. Exposure to the semiconductor industry is a plus but not a requirement.
  • Ability to extract data from different databases via SQL and other query languages and applying data cleansing, outlier identification, and missing data techniques.
  • Strong software development skills.
  • Strong verbal and written communication skills.
  • Experience with or desire to learn:
  • Machine learning and other advanced analytical methods
  • Fluency in Python and/or R, knowledge or experience with Javascript, AngularJS 2.0, Tableau
  • MSSQL, snowflake and/or another SQL databases
  • Tensorflow/Porch, and/or other statistical software including scripting capability for automating analyses
  • Experience with Google Cloud Platform(GCP) is a plus
  • Experience working with time-series data, images, semi-supervised learning, and data with frequently changing distributions is a plus
  • Experience working with Manufacturing Execution Systems (MES) is a plus

Preferred qualification:

  • Knowledge or experience with Generative AI solutions including RAG, LLM tuning, agentic problem solving. Experience with RCA (root cause analysis) related algorithms and modeling in solving complex industry problems is a plus.
  • Experience working with Manufacturing Execution Systems (MES), or good knowledge in wafer process and yield analysis is a plus
  • Existing papers from CVPR, NIPS, ICML, KDD, and other key conferences are plus, but this is not a research position.

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 at hrsupport_taiwan@micron.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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Micronについて

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+

従業員数

Boise

本社所在地

$100B

企業価値

レビュー

10件のレビュー

3.6

10件のレビュー

ワークライフバランス

2.8

報酬

3.5

企業文化

4.1

キャリア

2.7

経営陣

3.0

65%

知人への推奨率

良い点

Supportive management and great team culture

Excellent health benefits and compensation

Cutting-edge technology and interesting projects

改善点

Long hours and heavy workload

High pressure environment leading to burnout

Limited career advancement opportunities

給与レンジ

37件のデータ

Junior/L3

Mid/L4

Senior/L5

Junior/L3 · Data Science Engineer

1件のレポート

$143,960

年収総額

基本給

$110,739

ストック

-

ボーナス

-

$143,960

$143,960

面接レビュー

レビュー4件

難易度

2.8

/ 5

期間

14-28週間

内定率

25%

体験

ポジティブ 25%

普通 25%

ネガティブ 50%

面接プロセス

1

Application Review

2

Recruiter/Phone Screen

3

Technical Interview

4

Final Round Interview

5

Offer

よくある質問

Coding/Algorithm

Technical Knowledge

Behavioral/STAR

Past Experience