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Vantor

data opportunity

Data Scientist

The Data Scientist will automate and maintain data workflows, process and analyze datasets, and develop predictive models to support mission-focused use cases. They will also collaborate with team members to refine requirements and iterate on solutions.

Reston, Virginia, United StatesonsiteFULL_TIME

Posted

About the role

What will you do at Vantor?

Vantor is forging the new frontier of spatial intelligence, helping decision

makers and operators navigate what’s happening now and shape what’s coming next.

Vantor is a place for problem solvers, changemakers, and go-getters—where people

are working together to help our customers see the world differently, and in

doing so, be seen differently. Come be part of a mission, not just a job, where

you can: Shape your own future, build the next big thing, and change the world.

To be eligible for this position, you must be a U.S. Citizen. This position

requires an active U.S. Government security clearance, applicants who do not

currently hold the required clearance will not be eligible for consideration.

Employment for cleared roles is contingent upon verification of clearance

status. Export Control/ITAR: Certain roles may be subject to U.S. export control

laws, requiring U.S. person status as defined by 8 U.S.C. 1324b(a)(3). Please

review the job details below. This position requires an active U.S. Government

Security Clearance at the TS/SCI level with CI Polygraph. This project supports

a hard and deeply buried target mission set, providing critical analytic

insights to government stakeholders. Success depends on the development of

accurate, scalable, and mission-tailored data solutions that enable timely and

informed decision-making. The work directly impacts national security objectives

by transforming complex data into actionable intelligence in a highly

specialized and sensitive domain.

Responsibilities

  • Automate and maintain data
  • extraction, cleaning, processing, and analysis workflows using Python, SQL, and
  • ETL tools under established best practices. Process and analyze structured and
  • unstructured datasets using big data or cloud-native frameworks (e.g., Spark,
  • Hadoop, or managed cloud services). Develop, test, and evaluate predictive
  • models and statistical analyses to support mission-focused use cases. Contribute
  • to end-to-end data science and data engineering workflows, from data preparation
  • and feature engineering through model development and results delivery, with
  • guidance from senior team members as needed. Write clear, well-structured
  • documentation of methods, assumptions, and results; assist with briefings or
  • presentations to technical and non-technical stakeholders. Support the use of
  • Large Language Models (LLMs) within existing systems and workflows, including:
  • Implementing LLM-based solutions for summarization, tagging, classification, and
  • information retrieval. Integrating pre-trained LLMs into pipelines to improve
  • knowledge discovery and data accessibility. Assisting with deployment and
  • evaluation of internal LLM-enabled tools or assistants. Collaborate closely with
  • data scientists, engineers, analysts, and mission partners to refine
  • requirements and iterate on solutions.

Minimum Qualifications

  • Current/active
  • TS/SCI security clearance and be willing and able to obtain CI polygraph. 5
  • years of professional experience in data science, analytics, or data engineering
  • roles. Bachelor’s degree in data science, computer science, engineering,
  • statistics, GIS, or related discipline. Degree may be substituted with an
  • additional 2 yrs of experience. Strong coding proficiency in Python and SQL,
  • with experience writing production-quality, maintainable code; working knowledge
  • of R is a plus. Hands-on experience with data manipulation, feature engineering,
  • machine learning libraries (e.g., scikit-learn, PyTorch, TensorFlow), and
  • automation tools. Experience contributing to full-cycle data projects, including
  • data preparation, modeling, validation, and reporting. Ability to clearly
  • communicate technical concepts and analytical results in writing and verbally.
  • Familiarity with NLP and LLM concepts, including practical experience applying
  • pre-trained models (e.g., GPT-style models) for automation, summarization, or
  • search. Ability to work effectively in a collaborative environment, taking
  • direction and feedback while owning assigned technical tasks. Preferred

Qualifications

  • Master’s degree in data science, computer science, statistics,
  • engineering, or a related technical field. Experience with cloud-based
  • environments (e.g., AWS, Azure, or GCP) and scalable data processing pipelines.
  • Working knowledge of NLP techniques, embeddings, vector search, or
  • retrieval-augmented generation (RAG). Experience integrating LLMs into
  • applications or workflows using APIs and open-source tooling. Exposure to CI/CD,
  • version control, testing frameworks, and software engineering best practices.
  • Interest in responsible AI principles, model evaluation, and risk-aware
  • deployment of LLM-based solutions. Pay Transparency: In support of pay
  • transparency at Vantor, we disclose salary ranges on all U.S. job postings. The
  • successful candidate’s starting pay will fall within the salary range provided
  • below and is determined based on job-related factors, including, but not limited
  • to, the experience, qualifications, knowledge, skills, geographic work location,
  • and market conditions. Candidates with the minimum necessary experience,
  • qualifications, knowledge, and skillsets for the position should not expect to
  • receive the upper end of the pay range. ● The base pay for this position within
  • the Washington, DC metropolitan area is: $113,000.00 - $188,000.00 annually. For
  • all other states, we use geographic cost of labor as an input to develop
  • market-driven ranges for our roles, and as such, each location where we hire may
  • have a different range.

Benefits

Vantor offers a competitive total rewards

package that goes beyond the standard, including a robust 401(k) with company

match, mental health resources, and unique perks like student loan repayment

assistance, adoption reimbursement and pet insurance to support all aspects of

your life. You can find more information on our benefits at:

https://www.Vantor.com/careers The application window is three days from the

date the job is posted and will remain posted until a qualified candidate has

been identified for hire. If the job is reposted regardless of reason, it will

remain posted three days from the date the job is reposted and will remain

reposted until a qualified candidate has been identified for hire. The date of

posting can be found on Vantor's Career page at the top of each job posting. To

apply, submit your application via Vantor's Career page. EEO Policy: Vantor is

an equal opportunity employer committed to an inclusive workplace. We believe in

fostering an environment where all team members feel respected, valued, and

encouraged to share their ideas. All qualified applicants will receive

consideration for employment without regard to race, color, religion, national

origin, sex, gender identity, sexual orientation, disability, protected veteran

status, age, or any other characteristic protected by law. Vantor is forging the

new frontier of spatial intelligence, helping decision makers and operators

navigate what’s happening now and shape what’s coming next. Vantor is an equal

opportunity employer committed to an inclusive workplace. We believe in

fostering an environment where all team members feel respected, valued, and

encouraged to share their ideas. All qualified applicants will receive

consideration for employment without regard to race, color, religion, national

origin, sex, gender identity, sexual orientation, disability, protected veteran

status, age, or any other characteristic protected by law. We also provide

reasonable accommodations for applicants with disabilities in compliance with

federal and state laws. If you need assistance with the online application or

hiring process, please email [email protected]. VANTOR EMPLOYMENT CANDIDATE

PRIVACY NOTICE AND CONSENT

Which skills does this role require?

PythonSQLData EngineeringData AnalysisETLBig DataCloud ComputingStatistical AnalysisDocumentationCollaborationData ScientistSpatial IntelligenceSparkHadoopPredictive ModelsRisk-Aware DeploymentData SolutionsNational SecurityAnalyticsAccessibility

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