Data Scientist, Global Operations Intelligence, SMAI

Overview

Data Scientist, Global Operations Intelligence, SMAI at Micron Technology

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, while upholding integrity, sustainability, and giving back to communities.

As a Data Scientist at Micron, you will employ techniques and theories drawn from mathematics, statistics, semiconductor physics, materials science, and information technology to uncover patterns in data, developing predictive models, actionable insights, and solutions. You will interact with experienced Data Scientists, Data Engineers, Business Areas Engineers, and UX teams to identify questions for data analysis projects and improvements to existing tools. You will help develop software programs, algorithms and automated processes to cleanse, integrate, and evaluate large datasets from multiple sources. There will be opportunities to perform exploratory and new solution development activities.

Responsibilities

• Strong desire to grow a career as a Data Scientist in highly automated industrial manufacturing, performing analysis and machine learning on terabytes and petabytes of diverse datasets.
• Experience in statistical modeling, feature extraction and analysis, supervised/unsupervised/semi-supervised learning. Exposure to the semiconductor industry is a plus but not required.
• Ability to extract data from different databases via SQL and other query languages, 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
• 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 with scripting capability for automating analyses
• SSIS, ETL
• JavaScript, AngularJS 2.0, Tableau
• Experience 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
• Existing papers from CVPR, NIPS, ICML, KDD, and other key conferences are a 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 focus on customers, technology leadership, and manufacturing and operational excellence, Micron delivers a portfolio of high-performance memory and storage products through our Micron and Crucial brands. Our innovations fuel the data economy, enabling advances in artificial intelligence and 5G applications from the data center to the intelligent edge and across client and mobile experiences.

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EEO and Compliance

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 Micron prohibits the use of child labor and complies with all applicable laws, rules, regulations, and labor standards. Micron does not charge candidates any recruitment fees or unlawfully collect any