Data Scientist

Fab 10N/X, Singapore

Micron Technology

Explore Micron Technology, leading in semiconductors with a broad range of performance-enhancing memory and storage solutions

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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.

JR69622 Data Scientist

Responsibilities include, but not limited to:

  • Design, develop, and program 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.
  • Interact with product and service teams to identify questions and issues for data analysis and experiments.
  • Develop and code software programs, algorithms, and automated processes to cleanse, integrate, and evaluate large datasets from multiple disparate sources.
  • Identify meaningful insights from large data and metadata sources.
  • Interpret and communicate insights and findings from analysis and experiments to product, service, and business managers.

Minimum Qualifications:

  • Strong desire to grow a career as a Data Scientist in highly automated industrial manufacturing.
  • Experience in statistical modeling, feature extraction and analysis, supervised/unsupervised/semi-supervised learning.
  • Exposure to the semiconductor industry is a plus but not a requirement.
  • Strong verbal and written communication skills.

Minimum Experience & Skills:

  • Ability to extract data from different databases via SQL and other query languages and apply data cleansing, outlier identification, and missing data techniques.
  • Strong software development 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 other SQL databases.
    • TensorFlow, and/or other statistical software including scripting capability for automating analyses.
    • SSIS, ETL.
    • JavaScript, AngularJS 2.0, Tableau.
  • 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 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 relentless focus on our customers, technology leadership, and manufacturing and operational excellence, Micron delivers a rich portfolio of high-performance DRAM, NAND, and NOR memory and storage products through our Micron® and Crucial® brands. Every day, the innovations that our people create fuel the data economy, enabling advances in artificial intelligence and 5G applications that unleash opportunities — from the data center to the intelligent edge and across the client and mobile user experience.

To learn more, please visit micron.com/careers

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 hrsupport_sg@micron.com

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

Micron does not charge candidates any recruitment fees or unlawfully collect any other payment from candidates as consideration for their employment with Micron.

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* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰

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Category: Data Science Jobs

Tags: Angular Big Data Data analysis ETL Hadoop HBase ICML Industrial JavaScript Machine Learning PySpark Python R Research Spark SQL SSIS Statistical modeling Statistics Tableau TensorFlow Teradata VR

Perks/benefits: Career development Conferences

Region: Asia/Pacific
Country: Singapore

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