Data Scientist

Micron Technology, Inc; Singapore; On-site; SGD 60,000 - 90,000; Full time

Job summary

A leading technology company in Singapore is seeking a Data Science Engineer passionate about analyzing large datasets and machine learning. The role involves developing predictive models and collaborating with diverse teams. Ideal candidates have strong skills in Python or R and experience with machine learning frameworks. Join us to make a difference in innovative memory and storage solutions.

Qualifications

• Proficiency in machine learning and advanced analytical methods.
• Strong programming skills in Python and/or R.
• Experience with deep learning frameworks such as TensorFlow or PyTorch.

Responsibilities

• Develop software programs and algorithms for large datasets.
• Conduct statistical modeling and feature extraction.
• Coordinate production deployment activities.

Skills

Machine learning

Statistical modeling

Programming in Python or R

Data extraction using SQL

Strong verbal and written communication

Tools

TensorFlow

PyTorch

Hadoop

Spark

Job description

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.

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 noval solution development activities.

In this role you will have the following responsibilities:

• 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 and to deliver meaningful end-to-end solutions for users.
• 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.
• Coordinate production deployment activities, including cross-functional communications, approval and execution of changes in live environments.
• Strong verbal and written communication skills.

Required Qualifications

• Proficiency inmachine learningand advancedanalytical methods
• Strong programming skills inPythonand/orR
• Experience with deep learning frameworks such asTensorFlow,PyTorch, or similar

Preferred Experience or Willingness to Learn

• Distributed computing frameworks:PySpark,SparkR, orSparklyR
• Big data technologies:Hadoop,Hive,Spark,HBase
• Working knowledge ofTeradataor otherSQL-based databases
• Exposure toETL toolslikeSSIS, containerization withDocker, and cloud platforms such asGoogle Cloud Platform (GCP)

Nice-to-Have Skills

• Experience handlingtime-series data,image data,semi-supervised learning, ornon-stationary data distributions
• Familiarity withManufacturing Execution Systems (MES)
• Contributions to top-tier conferences such asCVPR,NeurIPS,ICML, orKDD(Note: This is not a research-focused role)

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 [e-mail]

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.