Demo

Data Scientist

Royce Geo
Chantilly, VA Full Time
POSTED ON 1/12/2026
AVAILABLE BEFORE 2/11/2026

Job Description


Why Choose Royce Geo, A GRVTY Company


Royce Geo, a GRVTY Company, started with a simple, American idea: we do things not because they are easy but because they are hard. Royce Geo, a GRVTY Company, exists to answer challenges. We do it for customers in defense, intelligence, homeland security—anyone whose job it is to advance America’s strategic position. The size of the challenge we face demands new skills, new backgrounds, and new thinking. That’s what we’re here to deliver. And when you work shoulder to shoulder with brilliant people tackling the most high-stakes challenges, it’s invigorating. Our culture is built on collaboration, mission-focused innovation, and a commitment to excellence, where every challenge we answer opens the door to a new possibility.


The toughest national security challenges demand vision and ingenuity, not just resources. We deliver mission and technical expertise to outpace our adversaries. We’re purpose-built to tackle the most entrenched, systemic national security issues around the world.


We partner with our customers to help them overcome challenges in every corner of technology and defense—including the ones still being explored. Our growing capabilities create complementary advantages, giving on-the-ground operations the edge they need to succeed. We muster everything we have to answer every challenge presented, every day of our lives.


At Royce Geo, a GRVTY Company, we believe that when our employees thrive, our company thrives. That’s why we offer a comprehensive and competitive benefits package designed to support your well-being, growth, and work-life balance.


  • Robust health plan including medical, dental, and vision
  • Health Savings Account with company contribution
  • Annual Paid Time Off and Paid Holidays
  • Paid Parental Leave
  • 401k with generous company match
  • Training and Development Opportunities
  • Award Programs
  • Variety of Company Sponsored Events

Position Responsibilities:

Join GRVTY’s mission-focused team as a Data Scientist responsible for transforming vast streams of infrared and geospatial data into actionable intelligence. You’ll apply advanced analytics, AI/ML, and statistical methods to discover new insights and develop data-driven models that enhance real-world mission performance.


  • Develop and evaluate machine learning and AI algorithms to process and analyze multi-modal sensor data.
  • Perform data validation, feature extraction, and statistical studies to ensure analytic accuracy.
  • Work with software engineers to operationalize models into production systems.
  • Conduct R&D in support of next-generation PED (Processing, Exploitation, and Dissemination) capabilities.
  • Present findings through visualizations, reports, and technical briefings to mission stakeholders.


Required Qualifications:

  • Bachelor’s or Master’s degree in Data Science, Computer Science, Statistics, or a related field.
  • Experience with Python and common data science libraries (NumPy, Pandas, Scikit-learn, TensorFlow, PyTorch).
  • Ability to interpret and communicate complex analytic results to non-technical audiences.
  • Strong understanding of data wrangling, model training, and evaluation techniques.


    Desired Qualifications:
      • Familiarity with remote sensing or GEOINT data.
      • Experience with AI/ML model validation and data quality assessments.
      • Knowledge of GIS, database design, or statistical visualization tools (e.g., Tableau, Plotly).

      • This posting is for a position that is part of a proposal or future opportunity.
        While this role is not currently funded, we anticipate openings in the near future. Our recruiting team will contact qualified candidates as positions become available.


EEO Statement

Royce Geo, A GRVTY Company, is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran and will not be discriminated against on the basis of disability.

Anyone requiring reasonable accommodations should email recruiting@grvty.com or call 703-544-7930 with requested details. A member of the HR team will respond to your request within 2 business days.

Know Your Rights: Workplace Discrimination is Illegal (eeoc.gov)
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About Royce Geo


GRVTY is a defense technology company. Our automated ISR&T platforms, software and data solutions help our defense, intelligence and homeland security customers turn insight into action faster and with confidence.

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