Micron Technology
Manufacturing
DataScientistSMARTManufacturing&AI
Neural analysis suggests this role is
optimal for Mid+ candidates.
“Data Scientist SMART Manufacturing & AI at Micron Technology. Skills: Data Science, Machine Learning, AI, Data Analysis. Develop software programs. Develop algorithms”
Industry & Context.
Data analysis
What They're Looking For.
Must Have
Bachelor degree or equivalent experience, SQL proficiency, Software development skills, Verbal and written communication skills in Japanese
Nice to Have
Exposure to the semiconductor industry, Experience working with time-series data, Experience working with images, Experience working with semi-supervised learning, Experience working with data with frequently changing distributions, Experience working with Manufacturing Execution Systems (MES), Existing papers from CVPR, NIPS, ICML, KDD, Desire to learn Machine learning, Desire to learn advanced analytical methods, Desire to learn pySpark, Desire to learn SparkR, Desire to learn SparklyR, Desire to learn Tensorflow, Desire to learn SSIS, Desire to learn ETL, Desire to learn Javascript, Desire to learn AngularJS 2.0, Desire to learn Tableau
What You'll Do.
Develop software programs
Develop automated processes
Cleanse large datasets
Integrate large datasets
Evaluate large datasets
Perform exploratory activities
Perform new solution development activities
How You'll Work.
Team & Collaboration
Data Scientists; Data Engineers; Business Areas Engineers; UX teams
Communication Scope
Verbal communication; Written communication
Full Job Description
**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. **Requirements (not all need to be met):** * 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 in Japanese. * 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
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