Reinventing Geospatial Inc.

  • Data Scientist

    Job Locations US-VA-Herndon
    Job ID 2020-1129
    Software Engineering
  • Overview

    Reinventing Geospatial, Inc. (RGi) is looking for a talented and motivated Data Scientist to join our team!  Our solutions require integrated models based on large and varied datasets, feeding analytic applications so that we can extract patterns and behaviors obscured within the data to augment the capabilities of human operators.  We need data scientists/software engineers of all experience levels to staff positions supporting the defense and intelligence communities.   This is a unique position where you will not only analyze the data, but also integrate your algorithms and visualizations into production systems.


    The Data Scientist will be working on a project to leverage commercial and open source data streams fused with classified intelligence to increase indications and warning (I&W) data and to provide automated resource allocation and response options to include support for object detection.  The Data Scientist will work as part of an agile software development team to design and rapidly prototype scalable solutions.  The candidate must be self-starting, able to work well within a team environment and motivated to deliver innovative capabilities that directly impact national security.  Exceptional analytical skills and communication skills are crucial in communicating with government customers and stakeholders.



    Data Scientist Responsibilities

    • Provide data science support to perform feature engineering on data sources, develop association rule-based models designed to extract signals from data feeds and predict the likelihood of an activity based on patterns
    • Participate in the research, design and development systems software, software applications and/or tools
    • Identify new machine learning and advanced analytics methodologies based on available data sets, and implement dynamic models/algorithms
    • Experience manipulating data from disparate data sources, building machine learning and deep learning models.
    • Assist in the design, development, testing, and validation of multiple modeling design concepts to include but not limited to statistical, mathematical, and simulation models
    • Collaborate with product and engineering leadership on delivery strategy, roadmaps, and timelines
    • Collaborate with architects, engineers, and analysts to implement enhancements or new applications
    • Rapidly deliver capabilities in direct response to customer


    Data Scientist Basic Qualifications & Skills

    • U.S. citizenship
    • Minimum TS security clearance required; TS/SCI preferred
    • Bachelor’s Degree in Computer Science, Applied Mathematics, or related field
    • 5-8 yrs. of related experience in:
      • Data analytics and Machine Learning
      • Analysis of algorithms, software, and software architectures
      • Natural language processing
      • Pattern analysis
      • Running multiple models and improving quality of detection
      • Experience developing and testing models
      • Windows & Linux/Unix environments
      • Experience with large scale data sets, using databases such as Postgres, MySQL
      • Experience with one or more of the following languages: Python, Java, R,  C++

    Data Scientist Desired Qualifications & Skills

    • MS in Computer Science, Engineering, Applied Mathematics, or related field
    • Experience conducting model feasibility research and algorithm development for machine learning
    • Experience with distributed datasets and experience analyzing both relational and NoSQL data structures
    • Experience working within a software development or big data environment
    • Continuous Integration, Testing, and Deployment
    • IC/DoD focused data science

    Who We Are


    Reinventing Geospatial Inc. (RGi) is a fast-paced small business that has the environment and culture of a start-up, with the stability and benefits of a well-established firm. We solve complex problems within geospatial software development and national defense to make an immediate impact for our nation’s soldiers and analysts.


    We pride ourselves on giving employees an exceptional life experience, where creativity thrives and challenges are simply part of the fun. We provide truly excellent benefits, including:

    • 100% paid employee healthcare & dental insurance
    • Paid parental leave
    • 401k with matching
    • Escalating vacation time
    • Referral bonuses
    • Tuition reimbursement
    • Professional development training
    • Free beverages and snacks
    • Catered breakfast on Friday’s

    Reinventing Geospatial, Inc. is an Equal Opportunity Employer committed to hiring and retaining a diverse workforce. We are an Equal Opportunity Employer, making decisions without regard to race, color, religion, sex, national origin, age, veteran status, disability, or any other protected class. U.S. Citizenship is required for all positions.


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