Journeyman Data Scientist
ECS Corporate Services

Springfield, Virginia


ECS is seeking a Journeyman Data Scientist to work in our Springfield, VA office.

Job Description:

  • The Contractor shall provide data science services in support of GEOINT analysis. Knowledge of data science, methodologies, and processing techniques shall be employed on behalf of GEOINT analysis and community customers while providing operational support. Individual data scientists shall have applied knowledge in five distinct areas depending on mission requirements:
  • Applied Mathematics - Statistical and mathematical support to provide temporal and pattern analysis, correlation of events, probability analysis, assessments of sampling, machine learning analysis of variance and error, and regression testing and analysis.
  • Programming Skills - Write scripts in Visual Basic, Python, or other software for modeling processes, repeatability, efficiency, knowledge capture, hypothesis testing and process automation.
  • Data Stories - Document and visualize data both temporally and spatially to assist in data integrity checks, ask the next question, and display analytical assessments.
  • Scientific Discipline - Implement scientific rigor of quantitative and qualitative techniques to enhance the analysis of complex national security problems.
  • Capabilities Advancement - Apply emerging and innovative technologies to answer key intelligence questions. Provide technical consultation into the development, evaluation, use, and deployment of solutions to optimize GEOINT analysis and production.

Required Skills:
  • Must have a Top-Secret Clearance with SCI Eligibility
  • Bachelor of Science degree in a quantitative discipline such as data science, mathematics, statistics, earth science, quantitative social sciences, geographic information science, computer science, physics, or a related field.
    • In conjunction with proficiency and at least three years' experience with applied data processing and scientific analysis of large datasets and machine learning.
  • Extensive knowledge of programming languages (e.g., Python, Java, JavaScript, SQL, Pig or R), spatial analysis tools and concepts, data mining methods, database structures and analytic information extraction and visualization.
  • Training in applied mathematics including statistics and mathematical modeling to support temporal and pattern analysis, correlation of events, probability analysis, assessments of sampling, analysis of variance and error, and regression testing and analysis.
  • Demonstrated competency in one or more programming languages such as JavaScript, Python, or R for processes, repeatability, efficiency, knowledge capture, hypothesis testing, visualization, and process automation.
  • Familiarization with modeling software (eg. FME, SPSS, SAS) for processes, repeatability, efficiency, knowledge capture, hypothesis testing, visualization, and process automation.
  • Demonstrated experience programmatically connecting to database and web-based data sources.
  • Demonstrated knowledge and experience in data mining, cleansing, and exploring spatial, temporal, and non-spatial data in both structured and unstructured formats.
  • Proficiency in MS Office suite.

Desired Skills:
  • Master of Arts or Science degree or higher in a quantitative discipline such as data science, mathematics, statistics, earth science, quantitative social sciences, geographic information science, computer science, physics, or other.
  • Computational analytics modeling:
    • Experience engineering and tuning deep learning algorithms for data science.
  • Experience with two or more programing languages:
    • R, Python, Pig, Java, JavaScript, and/or SQL
  • Experience running command line operations in one or more operating systems:
    • Windows and/or Linux (command line)
  • Experience with two or more visualization tools \ packages:
    • e.g. (ggplot, Plotly, matplotlib, D3, Tableau, bokeh)
  • Experience connecting to two or more database and web data sources:
    • Database:
      • e.g. Postgres, Oracle, SQLite, and/or Arc SDE
    • Web:
      • e.g API's, GeoJson, REST
  • Demonstrated experience with two or more cloud-based technologies.
    • e.g. Docker containers, Jupyter Hub, Zeppelin, Apache-Spark, Centos, Jenkins, GIT
  • Domain knowledge / IC:
    • Background in intelligence, defense, international relations, or public administration multi-disciplines.
  • Demonstrated familiarity with the US Intelligence Community specifically GEOINT collection and exploitation.
  • Experience collaborating with all national and service intelligenceagencies/centers
  • Demonstrated familiarity with the GEOINT Community and associated TPED products

ECS is an equal opportunity employer and does not discriminate or allow discrimination on the basis of race, color, religion, gender, age, national origin, citizenship, disability, veteran status or any other classification protected by federal, state, or local law. ECS promotes affirmative action for minorities, women, disabled persons, and veterans.

ECS is a leading mid-sized provider of technology services to the United States Federal Government. We are focused on people, values and purpose. Every day, our 3000+ employees focus on providing their technical talent to support the Federal Agencies and Departments of the US Government to serve, protect and defend the American People.


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