Jobs

    Data Scientist - Singapur, Singapore - Micron

    Micron
    Micron Singapur, Singapore

    5 hours ago

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    Description

    Our mission is to revolutionize the way information is utilized to enhance life for everyone.

    Join a diverse team dedicated to one goal: leveraging their skills in the continuous drive for innovation to benefit customers and collaborators. The solutions we develop enable everything from immersive virtual reality experiences to advancements in neural networks. All this is achieved while upholding principles of integrity, sustainability, and community support. These values are fundamental in fostering the innovation we strive for.

    JR46513 Data Scientist

    Responsibilities:

    • Strong ambition to advance as a Data Scientist in the automated industrial manufacturing sector, focusing on analysis and machine learning with massive amounts of varied data.
    • Proficiency in statistical modeling, feature extraction and analysis, as well as supervised/unsupervised/semi-supervised learning. Exposure to the semiconductor field is beneficial but not mandatory.
    • Proficient in extracting data from diverse databases using SQL and other query languages, and implementing data cleaning, outlier detection, and missing data handling techniques.
    • Solid software development capabilities.
    • Effective verbal and written communication skills.
    • Interest in, or willingness to learn:
    • Machine learning and other advanced analytical methodologies
    • Proficiency 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 with scripting proficiency for automating analyses
    • SSIS, ETL
    • Javascript, AngularJS , Tableau
    • Experience with time-series data, images, semi-supervised learning, and data with evolving distributions is advantageous
    • Experience with Manufacturing Execution Systems (MES) is a plus
    • Publications from reputable conferences such as CVPR, NIPS, ICML, KDD, are beneficial, although this is not a research role

      • Education:

      • Background in Mathematics, Computer Science, Data Science, or Physics.
      • Specialization in Data analytics, mathematics, Physics, Statistics, or computer science.

        • Experience:

        • Prior experience in data science and machine learning is advantageous
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