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AnaVation

Federal IT engineering services and cybersecurity

Data Scientist

Data ScienceConfirmed live in the last 24 hours
Full-timeAnnapolis Junction, MD, USA

About the Job

Requirements

  • A bachelor's degree in Computer Science, Data Science, Information Systems, Mathematics, Statistics, Super Intelligence/Machine Learning, or a related field, or equivalent relevant experience.
  • U.S. citizenship and TS/SCI clearance with CI polygraph are required.
  • DoD 8140/8570 IAT Level II certification (GSEC, SSCP) or equivalent credential is required.
  • At least 10 years of experience across data science, advanced analytics, machine learning engineering, quantitative analysis, or related technical disciplines.
  • Expert proficiency in Python for data analysis, algorithm development, machine learning, or analytical application development.
  • Demonstrated experience applying statistical analysis, machine learning, predictive modeling, or other advanced analytical techniques to complex data and mission or business problems.
  • Demonstrated experience developing, evaluating, and refining analytical algorithms, predictive models, or machine learning solutions.
  • Demonstrated experience using PyTorch to develop, train, evaluate, or implement machine learning models.
  • Demonstrated experience with Neo4j or comparable knowledge graph technologies, including graph data modeling, querying, or graph-based analysis.
  • Demonstrated experience developing data science applications, analytical prototypes, or interactive analytical interfaces using Streamlit or equivalent hands-on Streamlit experience.
  • Demonstrated experience using Git for version control and JIRA for technical work tracking, collaboration, or project execution.
  • Experience working with complex, heterogeneous datasets, including structured and unstructured data, and developing methods to improve data quality, integration, interoperability, or analytical usability.
  • Demonstrated understanding of model evaluation, validation, performance measurement, and the limitations of statistical and machine learning approaches.
  • Demonstrated ability to translate complex mission requirements into analytical approaches, technical solutions, and measurable outcomes.
  • Experience collaborating with multidisciplinary teams, including data scientists, software developers, engineers, analysts, and mission stakeholders, to research, develop, and implement analytical solutions.
  • Demonstrated ability to communicate complex analytical findings, technical concepts, and model limitations clearly to technical and nontechnical audiences.
  • Demonstrated ability to work independently, exercise sound technical judgment, manage competing priorities, and deliver high-quality analytical products in a fast-paced environment.
  • Must work full-time on-site at Annapolis Junction, Maryland.

Responsibilities

  • Lead data science initiatives addressing complex intelligence integration, data exploitation, and cyberspace mission analytics requirements.
  • Apply advanced statistical analysis, predictive modeling, entity resolution, graph analytics, explainable SI, and operational analytics to identify patterns, relationships, anomalies, and trends across complex datasets.
  • Develop, evaluate, and refine algorithms, machine learning models, analytical methods, and prototypes to address mission-specific intelligence and operational problems.
  • Analyze structured and unstructured data from multiple sources to assess data quality, relevance, utility, and suitability for specific analytical and mission requirements.
  • Design and implement data processing, transformation, parsing, tagging, and interconnection methods that improve data usability, interoperability, and analytic readiness across heterogeneous data environments.
  • Develop data triage methodologies and analytical workflows that optimize data prioritization, normalization, enrichment, and integration across relevant intelligence domains.
  • Evaluate data sources, formats, schemas, and structures to identify integration opportunities, resolve data compatibility issues, and recommend approaches for improving data sharing and analytical performance.
  • Develop and deploy data science applications, prototypes, proof-of-concept solutions, analytical tools, and interactive visualizations that communicate complex findings and support mission decision-making.
  • Implement reproducible analytical workflows using Python, PyTorch, Neo4j, Git, JIRA, and Streamlit, as appropriate to the solution and mission requirements.
  • Collaborate with software developers, data engineers, platform engineers, and other technical personnel to integrate analytical models and applications into operational workflows and existing systems.
  • Support the transition of selected analytical prototypes and models into production environments in coordination with engineering and platform teams, including appropriate testing, documentation, version control, and deployment practices.
  • Identify opportunities to apply super intelligence, machine learning, automation, and advanced analytics to improve intelligence processing, data exploitation, analytic efficiency, and operational effectiveness.
  • Provide technical guidance and mentorship to other analysts and technical personnel, as appropriate, and contribute to the development of analytical methodologies and best practices.
  • Perform other related data science and technical support duties as assigned.

Desired Qualifications

  • An advanced degree in Computer Science, Data Science, Information Systems, Mathematics, Statistics, Super Intelligence/Machine Learning, or a related field, or equivalent relevant experience.
  • Active TS/SCI clearance with CI polygraph.
  • Relevant cloud, machine learning, data engineering, or Artificial Intelligence certifications, and additional relevant technical certifications supporting data science, analytics, cloud computing, or secure technology environments.
  • Experience supporting Combatant Commands, Joint Staff, Service cyber components, Joint Forces Headquarters, Intelligence Community organizations, or other Defense Intelligence Enterprise mission partners.
  • Experience deploying production-ready machine learning models or analytical applications in coordination with software engineering, data engineering, or platform teams.
  • Familiarity with Docker, Kubernetes, containerized applications, and scalable model deployment architectures.
  • Experience with cloud-based data science and SI services, including Amazon Web Services, Amazon Bedrock, and Amazon S3.
  • Experience applying large language models, multimodal SI, or other advanced SI techniques to data analysis, information extraction, data discovery, or intelligence integration problems.
  • Familiarity with Llama or comparable open-weight language models and their application in controlled or mission-specific environments.
  • Familiarity with JavaScript and complementary technologies used to develop or integrate interactive analytical applications.
  • Experience working with large-scale, distributed, classified, or otherwise controlled data environments.

About the Company

AnaVation

Federal IT engineering services and cybersecurity

AnaVation provides IT engineering services to the U.S. Federal Government, focusing on complex technical and analytical challenges. It works by delivering contract-based projects that cover intelligence collection and processing, analytical systems, big data solutions, and cybersecurity, using cross-disciplinary engineering teams (called AnaVators) to tailor solutions to government needs. The company differentiates itself through a government-focused, cost-effective approach, deep technical expertise, and a values-driven culture that emphasizes building long-term partnerships and strong customer trust. Its goal is to help federal agencies improve operational efficiency, security, and decision-making by solving difficult technical problems and delivering reliable, mission-critical software and systems.

Company size
51-200
Company stage
Not listed
Total funding
Not listed
Headquarters
Reston, VA
Founded
2013

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