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Basking Ridge

    Data Scientist - Basking Ridge, United States - eTeam

    eTeam
    eTeam Basking Ridge, United States

    2 weeks ago

    eTeam background
    Description

    Title:
    Senior Data Scientist

    Location:
    Basking Ridge, New Jersey; Irving, Texas; Alpharetta, Georgia
    Hybrid: 1 day in office / 4 days remote each week

    Duration: 8+ Months

    Targeted Years of Experience: 10+ years


    Responsibilities:

    • Support the various AI/ML models that need to be deployed to production
    • Troubleshoot various activities and rectify any problems that arise in the end-to-end model pipeline
    • Test and validate AI Models. Deploy and manage models throughout the end to end lifecycle.
    • Industrialize the model pipeline which includes Testing & validation of the model pipeline
    • Be part of the requirements for new enhancements in model/solution
    • Propose new ideas/solutions that can be helpful for the project overall
    • Analyze and understand problems and issues to convert these insights into system requirements
    • Build scalable and high performance Machine Learning and Data Mining algorithms

    MUST HAVE SKILLS (Most Important):

    • Solid foundational quantitative knowledge and skills. Extensive training in math, statistics, physical science, engineering, or other related fields is required.
    • Experience in leading large-scale data science projects and delivering from end to end.
    • Deep technical expertise in machine learning and statistical modeling.
    • Strong knowledge of tree-based classification and regression techniques such as boosting and random forest. Expert knowledge of ML Python frameworks, packages, and libraries (e.g., pandas, numpy, scikit-learn, pytorch).
    • Strong hands-on programming experience with demonstrated expertise in Python.
    • Strong expertise in SQL programming.
    • Experience with data platforms such as Spark, Hadoop, BigQuery, Snowflake or others.
    • Experience with GCP, AWS, or other cloud computing services.
    • Strong communication and interpersonal influencing skills.
    • Excellent problem-solving and critical-thinking capabilities.

    DESIRED SKILLS:

    • Experience with Deep Learning, NLP, Transformers, and chatbot technology is a big plus.
    • Experience with Recommendation and Ranking systems.
    • Experience with R, Scala, or Java is preferred.

    EDUCATION/CERTIFICATIONS:

    Must have:
    Bachelor's degree or 10+ years experience in practicing machine learning and data science in business.

    Desired:
    Master's degree in a quantitative field or equivalent. A Ph.
    D. in Statistics, Math, Economics, Engineering, Computer Science, Business Analytics, or Data Science is preferred.
    #J-18808-Ljbffr
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