Data Scientist

SEI
Full Time

Job Description

What We Do:

Data Scientists at the SEI use advanced analytics, data science, artificial intelligence, and machine learning 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, 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 developing metrics and 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 have burgeoning work in deep fake video creation and detection, quantum computing, 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 with eight (8) years of experience or equivalent combination of training or experience; or MS in data science, machine learning, computer science, statistics, or related highly-quantitative discipline with five (5) years of experience; or PhD in data science, machine learning, computer science, statistics, or related highly-quantitative discipline with two (2) years of experience.
  • Willingness to complete modest travel to various locations to support the SEI's overall mission.
  • You will be subject to a background check and will need to obtain and maintain a U.S. Department of Defense security clearance.


Knowledge, Skills and Abilities:

  • Deep 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.)
  • Expertise in one or more of the following: machine learning techniques (e.g., K-means, SVM, neural networks), quantum computing, deep fake videos, cryptography, data visualization, natural language processing
  • Innovative and inquisitive with ability to imagine novel analytical solutions to problems
  • 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 and privacy is a plus
  • Demonstrated ability to learn new concepts and grow into new areas of work
  • Experience supporting test and evaluation for large-scale government research programs is a plus


More Information

Please visit "Why Carnegie Mellon" to learn more about becoming part of an institution inspiring innovations that change the world.
A listing of employee benefits is available at: www.cmu.edu/jobs/benefits-at-a-glance/.
Carnegie Mellon University is an Equal Opportunity Employer/Disability/Veteran.
Dice Id : SOFTENG
Position Id : 2015431
Originally Posted : 6 months ago
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