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Data Scientist

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Glibtel Technologies LLC

2021-12-03 07:37:38

Job location Washington, District of Columbia, United States

Job type: fulltime

Job industry: Consulting & Corporate Strategy

Job description

  • Name of Role: Senior Data Scientist

    100% Remote

    QUALIFYING THE ROLE:


    NLP - Natural Language Processing (because most of our Title projects are documents & text centric)
    Modeling/Deep Learning (because our Title projects are very dependent upon this technology)
    Computer Vision (because most of our Title projects are documents & text centric)
    Statistical Analysis (proof of seniority in the current data science environment)
    Optimization (to leverage the opportunity to up our game and be disruptive)

    What are the Top 5 Technical skills? (e.g. programming language, tooling etc.)
    Python Deep Learning Frameworks (TensorFlow preferred, PyTorch desirable)
    Python Document handling libraries (PDFPlumber, OpenCV, etc.)
    Python Numerical Libraries (Matplotlib, Numpy, Scipy, Pandas, Statmodels)
    Databases (SQL-type)
    Cloud Environments (Azure a big plus)

    What are the Top 3 Nice-To-Have's? (e.g. certification, industry experience, previous companies they have worked for)
    Natural Langauge Processing, Data extraction
    Image processing
    Insurance and Financial related data science applications
    Operations Research
    Years of experience?
    2+ if Masters Degree
    1+ if PhD
    What will be this person's exact day to day responsibilities?
    Translate business requirements into specific data science tasks (with Supervisor's support)
    Identify and vet (with Supervisr's support) sources of data
    Contextualize data & undertake data readiness reviews
    Develop, validate & compare models, undertaking intermediate/final code reviews
    Prepare models for deployment, including development of basic APIs
    Mentor juniors and lead projects
    What are the specific things that would make a candidate stand out?
    Deep understanding of the entire lifecycle of Data Analysis, thus being able to perform autonomously
    Strong Skills in Deep Learning, specifically NLP and Computer Vision
    How would you describe the type of person you are looking for? (personality traits)
    Inclusive and respectful in teamwork;
    Very good attention to detail;
    Ability to communicate clearly and concisely;
    Intellectual honesty and integrity;
    Capable of spending 90% of the time planning and 10% of the time executing;

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