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    Senior/Staff Engineer, Data Scientist - hyderabad, India - Micron

    Micron
    Micron hyderabad, India

    1 week ago

    Micron background
    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.

    JR52583 Senior/Staff Engineer, Data ScientistWe are seeking a Staff Data Scientist capable of using machine learning and statistical techniques to build state-of-the-art data products (predictive analytics, prescriptive solutions, decision support, and decision automation data systems) using extensive and diverse Big Data sets from our technology development and manufacturing teams.As a Staff 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.
  • Interact with Data Scientists at both senior and junior levels and cross functional teams to solve business critical problems using machine learning.
  • Independently 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 and drive innovation.
  • Guide/Coach Data Scientists in Innovative methods and execution
    • Qualifications:
  • 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.
  • Demonstrated experience in applying Design thinking while delivering DS solutions
  • Experience in creating Interactive user interfaces, dashboard using Tableau, Power-BI or to visualize Data science outputs
  • Demonstrated experience in working with different technology and application engineering teams to deliver platforms, products & DS solution
  • Demonstrated project managing experience while working on data science projects
  • Experience in cloud technologies like GCP/Azure
  • Machine learning and other advanced analytical methods
  • Expert in Python and/or R
  • pySpark and/or SparkR and/or SparklyR
  • Knowledge of Hadoop (Hive, Spark, HBase), Snowflake is a plus
  • Experience in Tensorflow, pyTorch, and/or other statistical software, JUMP including scripting capability for automating analyses 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
  • Existing papers from CVPR, NIPS, ICML, KDD, and other key conferences are plus, but this is not a research position
  • Strong software development skills.
  • Strong verbal and written communication skills.
  • Experience working in a geographically distributed team
    • Education: in Mathematics, Computer Science, Data Science, Electrical, Electronics, Chemical or Physics. or with specialization in Data analytics, mathematics, Physics, Statistics, computer science. Experience: 8+ years in data science and machine learning. Location: Hyderabad
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