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    Assistant Data Scientist - Pittsburgh, United States - Carnegie Mellon University

    Carnegie Mellon University
    Carnegie Mellon University Pittsburgh, United States

    2 weeks ago

    Default job background
    Full time
    Description

    What We Do:

    Data Scientists at the SEI use advanced statistics, data analytics, machine learning, and artificial intelligence to help our government and industry clients research and solve cyber security challenges. In this role, you will work with our customers to identify areas where advanced statistical techniques can help tackle problems, plan and develop prototype solutions, and build out final products. You'll get a chance to work with elite cyber security professionals and university faculty to build new technologies that will influence national cyber security strategy for decades to come. You will co-author research proposals, execute studies, build models, and present findings to DoD sponsors and at academic conferences.

    Our team works on a wide range of projects. Some of our current work includes experimental designs for large-scale cyber security research programs, researching human-in-the-loop machine learning, and building classifiers to identify security vulnerabilities in code. Additionally, we work in generative AI and large language models, deep fake video creation and detection, data visualization, and natural language processing. We have access to a wide variety of cyber-related data, including malware samples, netflow data, cyber security training runs and tests, incident tickets, and more. If you are a data science or statistics expert with an interest in cyber security, we want to hear from you

    Requirements:

    • BS in data science, machine learning, computer science, statistics, or related highly-quantitative discipline.

    • Willingness to complete modest travel to various locations to support the SEI's overall mission.

    • You will be subject to a background investigation and you must have the ability to obtain and maintain a U.S. Department of Defense security clearance.

    • Applicants for this position must be currently legally authorized to work for CMU in the United States. CMU will not sponsor or take over sponsorship of an employment visa for this opportunity.

    Knowledge, Skills and Abilities:

    • Understanding of statistical modeling techniques and advanced data analytics

    • Proficient with at least one mathematical/statistical programming package (e.g., R, python numpy/scipy/pandas, MATLAB, etc.)

    • Innovative and inquisitive with ability to imagine novel analytical solutions to problems

    • Expertise in one or more of the following: machine learning techniques (e.g., K-means, SVM, neural networks), data visualization, natural language processing, AI engineering, digital forgery, large language models

    • Thrives in a multi-disciplinary environment

    • Strong communication skills

    Desired Experience:

    • Experience in predictive modeling, data science, or machine learning

    • Experience applying software engineering techniques in solution development

    • Experience in cybersecurity is a plus

    • Demonstrated ability to learn new concepts and grow into new areas of work


    • Experience or knowledge of generative AI and large language models would be beneficial, but not required


    • Experience supporting test and evaluation for large-scale government research programs is a plus

    Location

    Pittsburgh, PA

    Job Function

    Software/Applications Development/Engineering

    Position Type

    Staff – Regular

    Full time/Part time

    Full time

    Pay Basis

    Salary
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