Big Data Analyst

Posted 8 Days Ago
Springfield, VA, USA
In-Office
150K-250K Annually
Senior level
Information Technology • Software • Cybersecurity • Defense
The Role
Performs dataset evaluations, assesses data quality and analytical capabilities, and communicates findings to government decision-makers. Collaborates with software developers and engineers to shape data engineering approaches, validate application implementations, and support analytic tradecraft. Provides subject matter expertise to end users, documents data gaps, and develops repeatable evaluation processes. The role focuses on large-scale data, telecommunications and telemetry datasets, intelligence applications, and mission support.
Summary Generated by Built In

What Impact You'll Have

We are currently seeking a Big Data Analyst to join our team. This role will be performed in Herndon, Virginia and at the customer site in Springfield, VA. You will have the opportunity to closely support our mission partners, and your work will have a direct impact on mission imperatives.  In this role, you will work closely with software developers, ETL engineers, Big Data SMEs, as well our infrastructure and cybersecurity teams leveraging open-source tools to create and maintain a diverse range of applications.

What You'll be Owning

We are a multi-faceted software development and systems administration team working to build and maintain software applications backed by a self-managed cloud infrastructure with a true big-data footprint (over 20 petabytes). Our diverse background of experience in mission support and software development serves as a catalyst to solve unique and challenging intelligence problems in support of special operations analysts and their on-going activities.Prototyping and frequent, iterative feedback are core to our delivery approach, anchored by a need to work quickly in support of our missions. 

What You’ll Be Doing: 

  • Responsible for performing and developing dataset evaluations and assessments to inform government decision making.
  • Shaping data engineering approaches for analytic tradecraft improvements within our applications.
  • Identifying and documenting gaps within our data corpus and analytical capabilities.
  • Working hand-in-hand with software developers to field requirements and provide feedback as changes are implemented into an application.
  • Working with end-users to provide SME support for various data or application questions and requests.

What You Must Have

  • Must have a current/active TS/SCI and be willing and able to obtain a CI polygraph.
  • Bachelors degree in a relevant field. Equivalent years of experience may be substituted in lieu of a degree.
  • At least 5 years of experience as a data analyst, data scientist or similar.
  • Experience formulating a repeatable process for data evaluations and communicating findings to government officials.
  • In-depth knowledge of technical data types based on previous research and work with data sets of interest. Data types of interest include Technical Telemetry Data and other forms of telecommunication protocol data types, including cellular and wi-fi.
  • Excellent written and verbal communication skills.
  • Must be a self-starter with excellent time-management skills and the ability to independently manage multiple concurrent tasks.
  • Must be experienced working in fast-paced environments.
  • Experience working with Software Engineers to provide feedback and validate the technical implementation for custom applications.
  • Experience working with a scripting language like Python, SQL, Spark, PySpark or similar.
  • Must be able to work on-site in Herndon, VA, with the ability to work in Springfield, VA as needed.

What Would be Nice to Have

  • Ability to translate technical conclusions and present them to a broader audience.
  • Experience conducting geospatial analysis including Activity-Based Intelligence or Pattern of Life analysis.
  • Experience applying, improving, and documenting innovative analytic methodologies and ensuring they remain up to date with the latest information.
  • Experience with Elasticsearch/Kibana.
  • Experience in a customer facing role.
  • Familiarity with Gitlab and the Software Development Lifecycle.
  • Experience working with Jupyter Notebooks or Apache Zepplin.
  • Experience working with other intel analysts and/or special operations customers.

Pay Range: At GRVTY, we understand that compensation is influenced by many factors—such as geographic location, federal contract labor categories, wage rates, prior experience, skillsets, education, and certifications.
We’re proud to offer a work environment that empowers our team to achieve a strong work-life balance. GRVTY provides competitive pay, comprehensive benefits, and meaningful opportunities for professional growth.
Our benefits package is designed to support the well-being of our employees and their families, and includes coverage in areas such as healthcare, financial wellness, retirement planning, family assistance, continued education, and paid time off.

Virginia Pay Range

 $150,000 - $250,000



Pay Range: At GRVTY, we understand that compensation is influenced by many factors—such as geographic location, federal contract labor categories, wage rates, prior experience, skillsets, education, and certifications.
We’re proud to offer a work environment that empowers our team to achieve a strong work-life balance. GRVTY provides competitive pay, comprehensive benefits, and meaningful opportunities for professional growth.
Our benefits package is designed to support the well-being of our employees and their families, and includes coverage in areas such as healthcare, financial wellness, retirement planning, family assistance, continued education, and paid time off.


Virginia Pay Range
$150,000$250,000 USD

Why Choose GRVTY

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 GRVTY, 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


EEO Statement

GRVTY, 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 [email protected] 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)  

Please review our current job openings and apply for the positions you believe may be a fit. If you are not an immediate fit, we will also keep your resume in our database for future opportunities.



Skills Required

  • Current and active TS/SCI security clearance
  • Willingness and ability to obtain a CI polygraph
  • Bachelor's degree in a relevant field, or equivalent experience in lieu of a degree
  • At least 5 years of experience as a data analyst, data scientist, or similar
  • Experience developing repeatable data evaluation processes and communicating findings to government officials
  • In-depth knowledge of technical data types, including telemetry, cellular, Wi-Fi, and telecommunications protocol data
  • Excellent written and verbal communication skills
  • Ability to manage multiple concurrent tasks independently in a fast-paced environment
  • Experience working with software engineers to provide feedback and validate custom application implementations
  • Experience with Python, SQL, Spark, PySpark, or a similar scripting language
  • Ability to work on-site in Herndon, Virginia, and in Springfield, Virginia as needed
  • Ability to translate technical conclusions and present them to broader audiences
  • Experience with geospatial, Activity-Based Intelligence, or Pattern of Life analysis
  • Experience developing and documenting innovative analytic methodologies
  • Experience with Elasticsearch and Kibana
  • Experience in a customer-facing role
  • Familiarity with GitLab and the Software Development Lifecycle
  • Experience with Jupyter Notebooks or Apache Zeppelin
  • Experience working with intelligence analysts or special operations customers
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The Company
HQ: Arlington, VA
1,000 Employees
Year Founded: 2025

What We Do

GRVTY is a national security and defense technology company that delivers mission and technical expertise in cyber, space, and spectrum. They provide automated ISR&T platforms, software, and data solutions to defense, intelligence, and homeland security customers, working on the frontlines against cyber adversaries.

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