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Data Scientist

Job in McLean - Fairfax County - VA Virginia - USA
Company: ManTech
Full Time position
Listed on 2021-06-04
Job specializations:
  • IT/Tech
    Computer Science, Cyber Security, Data Analyst, Data Science Manager
  • Software Development
    Computer Science
Job Description & How to Apply Below

Secure our Nation, Ignite your Future

Use your analytic talent to churn through petabytes of data providing valuable information and insight to policy makers and security professionals defending the most coveted intelligence target in the world. Identify anomalies that could reveal previously unknown risks to the sponsor's environment. This McLean-based position will be Monday - Friday with Core Hours. At ManTech, you will help protect our national security while working on innovative projects that offer opportunities for advancement.

Responsibilities include, but are not limited to:

The Data Scientist on this Agency-level Cyber Security support contract:

  • Advises on the methods and data needed and/or available to evaluate the problem
  • Collaborates with data collectors and analysts to identify and close gaps on complex monitoring problems
  • Provides accurate, timely, complex and sophisticated data analysis
  • Determines and employs the most appropriate research design for data collection and analysis
  • Analyzes, evaluates, and assesses quantitative data (using statistical software, computer models, geospatial models, software languages, and mathematical models) to contribute to or develop software tools, analytic models, or reports
  • Required Experience/Skills:

  • Excellent interpersonal, organizational, writing, communications, and briefing skills
  • Strong analytical and problem solving skills
  • Demonstrated experience managing and analyzing large volumes of data
  • Minimum of 10 years of progressively responsible experience in Cyber Security, Security Engineering, Network Engineering with emphasis in cyber security issues and operations, mathematics, statistical analysis, data management
  • The ideal candidate will have expert level experience in one or more of the following disciplines:

  • Python, R, and/or SAS. Preference for Python, then R.
  • Data Mining
  • Data engineering using Python and SQL Queries to extract and transform large volumes of data into a format suitable for analysis
  • Supervised Machine Learning, using analytic algorithms such as regression, decision tree, linear SVM, RBF, k-NN or Random Forest
  • Apply Unsupervised Learning methods and algorithms such as principal component and cluster analysis
  • Building data visualizations using Python, Tableau, SAS, or R
  • Linux and Windows
  • Working in a team-based agile work environment
  • Experience working in an analytical research environment
  • Experience using markup languages such as LaTeX, HTML, etc.
  • Natural Language Processing for anomaly detection
  • Statistics
  • Machine Learning
  • Linear Algebra and Calculus
  • Data Visualization
  • VBA scripts
  • Required Tools:

    Familiarity with the following classes of technologies:

  • Security Information and Event Management (SIEM) systems
  • Cloud environments
  • Log aggregation tools

  • Required Certifications:

    DoD 8570 IAT Level III or CSSP-SPM

    Required Degree:

    BS (bachelor's degree in mathematics, statistical analysis, data sciense, electrical engineering, computer engineering, computer science, or other closely related IT discipline)

    Security Requirements:

    TS/SCI with Poly

    For all positions requiring access to technology/software source code that is subject to export control laws, employment with the company is contingent on either verifying U.S.-person status or obtaining any necessary license. The applicant will be required to answer certain questions for export control purposes, and that information will be reviewed by compliance personnel to ensure compliance with federal law. ManTech may choose not to apply for a license for such individuals whose access to export-controlled technology or software source code may require authorization and may decline to proceed with an applicant on that basis alone.

    ManTech International Corporation, as well as its subsidiaries proactively fulfills its role as an equal opportunity employer. We do not discriminate against any employee or applicant for employment because of race, color, sex, religion, age, sexual orientation, gender identity and expression, national origin, marital status, physical or mental disability, status as a Disabled Veteran, Recently Separated Veteran, Active Duty Wartime or Campaign Badge Veteran, Armed Forces Services Medal, or any other characteristic protected by law.

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