Senior Data Scientist - Front-end
1.5-2万·14薪西安市硕士不限经验
职位描述
As a Data Scientist 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.
Key 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.
Close collaborate with the Micron planning and operation team on project/issue driven development.
Develop applications/solutions with advanced technology to optimize existing functions
Be able to switch between solo player and team player depends on various situation
Existing solution lifecycle support
Qualifications
Master's degree in Computer Science, Industrial Engineering, or related Engineering fields.
Experience in the areas: statistical modeling, feature extraction and analysis, supervised/unsupervised/semi-supervised learning.
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.
Experience with or desire to learn:
Machine learning and other advanced analytical methods
Fluency in Python
Snowflake and/or another SQL databases
Data ETL
Experience in user interface development with Angular, Tableau, etc.
Experience in operation research/simulation is a plus
Experience working 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
Exposure to the semiconductor industry and understand of industrial planning is a plus but not a requirement
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