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Wayne

    Data Scientist - Wayne, United States - Certara USA, Inc.

    Certara USA, Inc.
    Certara USA, Inc. Wayne, United States

    2 weeks ago

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    Description
    Overview

    Overview

    The successful candidate will be a Ph.D. level data scientist with knowledge in the life sciences, including protein structures, small compound analytics and broader LS/HC subject matter. The candidate will also be able to develop deep learning applications using Python as a primary tool, both to implement novel solutions and iterate on existing software solutions. The candidate will primarily work in a virtually distributed, dynamic and extensively experienced technical team.

    Responsibilities

    Responsibilities for the Data Scientist will include:

    • Work closely with other data scientists and SMEs to develop DL/ML powered software features
    • Support projects through the data science lifecycle - from R&D to production
    • Carry out preprocessing of structured and unstructured data
    • Processing, cleansing, and validating the integrity of data to be used for analysis
    • Devise and collect data on metrics surrounding the success of the systems developed by Vyasa
    Qualifications

    The ideal candidates will have the following skills or experience:

    • Exceptional Python skills, experience using scientific libraries including Tensorflow/Pytorch to train and serve models for inference
    • Familiarity with containerization tools such as Docker/Kubernetes
    • Ability to work in a distributed, fast-paced software environment with minimal supervision
    • Familiarity with CI/CD and version control tools, unit/integration testing, working with Git
    • Extensive knowledge of deep learning and machine learning techniques, and pitfalls, and experience applying them to real world data sets
    • Comfortable working in a remote environment and communicating via chat, video conference, screen sharing and phone calls
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