SR DATA Scientist SMART MFG & AI Taichung , Taichung , Taiwan Posted

Position

SR DATA SCIENTIST SMART MFG & AI – Taichung City, Taiwan (Posted a day ago)

Vision

• • 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.
• .We are an industry leader in innovative memory and storage solutions transforming how the world uses information to enrich life for all*. With a…

Role Overview

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.

Requirements

• At least 3 year experience in data science in engineering or related industry with in-depth knowledge in statistical modeling, machine learning, deep learning. Strong skills in python and at least familiar with 1 machine learning framework(like py Torch, sklearn etc.).
• Ability to extract data from different databases via SQL and other query languages and applying data cleansing, outlier identification, and missing data techniques. Experience working in Google cloud platform or other big data platform is a plus.
• Strong skills to quickly build prototype solutions based on business requirements, experience deploying data science solution into production environments.
• Excellent communication skills for explaining models, assumptions, and results to non-technical stakeholders, able to work independently with internal and external stakeholders to drive ideas to resolution.
• Proactive problem-solving approach and ownership mindset.
• Passion and interest to learn semiconductor manufacturing to deal with terabytes and petabytes of data to solve memory wafer related problems, enjoy working in diverse environment.
• B.S./M.S. degree or equivalent experience in Data Science, Computer Science, Industrial Engineering or other engineering field. PHD in related subject areas are preferred.
• Good full stack skills to build end-to-end data science application with scalability and robustness is preferred.
• 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.
• Experience with Generative AI solutions including RAG, LLM tuning, agentic problem solving. Solid experience with RCA (root cause analysis) related algorithms and modeling in solving complex industry problems are preferred.

Preferred Qualification

• • Preferred qualification:

About Micron Technology, Inc.

• • 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.