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Basking Ridge

    Data Scientist - Basking Ridge, United States - Cat America

    Cat America
    Cat America Basking Ridge, United States

    1 week ago

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    Description

    Job Description

    Job Description
    • Bachelor's or advanced degree in computer science, applied math, statistics or other relevant quantitative discipline, or equivalent industry experience
    • 14 or more years of relevant work experience with 6 or more years as a data scientist, analyst, or statistical modeler.
    • 2 years of experience in developing and deploying products using Docker, Kubernetes, and the containerization technology stack
    • 3 years of experience in development of advanced machine learning and deep learning models such as RNN, LSTM, and specifically Graph Neural Networks(GNN)
    • 3 years of experience in modern data mining and data science techniques (e.g., regressions, decision trees, ensemble algorithms, neural networks, time series analytics, clustering, anomaly detection, text analytics, etc.)
    • Excellent understanding of machine learning techniques and algorithms, such as k-NN, Naive Bayes, SVM, etc.
    • Experience with Big Data and analytics in general leveraging technologies like Hadoop, Spark, and MapReduce
    • Experience in using NLP, BI, Graph Databases like Neo4j/OrientDB/Neptune
    • Programming in Python and R using distributed frameworks like PySpark, Spark, SparkR
    • Candidate with background in telecom preferred, is a plus
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