Data Science Engineer - Singapore - Micron

Micron

Verified Company

Singapore

3 weeks ago

Posted by:

Wei Jie

beBee Recruiter

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.

JR43683 DATA SCIENCE ENGINEER - SMART MFG & AI

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.

Responsibilities include, but not limited to:

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/semisupervised learning. Exposure to the semiconductor industry is a plus but not a requirement.
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

- pySpark and/or SparkR and/or SparklyR

Hadoop (Hive, Spark, HBase)
Teradata and/or another SQL databases
Tensorflow, and/or other statistical software including scripting capability for automating analyses
SSIS, ETL
Javascript, AngularJS 2.0, Tableau
Experience working with timeseries data, images, semisupervised learning, and data with frequently changing distributions is a plus
Experience working with Manufacturing Execution Systems (MES) is a plus
Existing papers from CVPR, NIPS, ICML, KDD, and other key conferences are plus, but this is not a research position

Designs, develops and programs methods, processes, and systems to consolidate and analyze unstructured, diverse "big data" sources to generate actionable insights and solutions for client services and product enhancement.

Interacts with product and service teams to identify questions and issues for data analysis and experiments.

Develops and codes software programs, algorithms and automated processes to cleanse, integrate and evaluate large datasets from multiple disparate sources.

Identifies meaningful insights from large data and metadata sources; interprets and communicates insights and findings from analysis and experiments to product, service, and business managers.

About Micron Technology, Inc.

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.

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