Data scientists with deep technical expertise in machine learning and secure environments will find this role in the U.S. Federal Intelligence Community challenging and mission-focused.
Derived from job-description analysis by Serendipath's career intelligence engine.
Original posting from AnaVation via Lever
Be Challenged and Make a Difference
In a world of technology, people make the difference. We believe if we invest in great people, then great things will happen. At AnaVation, we provide unmatched value to our customers and employees through innovative solutions and an engaging culture.
Required Qualifications::
- Clearance: U.S. Citizen; TS/SCI w/ CI Poly
- Education: Bachelor's degree in Computer Science, Data Science, Information Systems, Mathematics, Statistics, Super Intelligence/Machine Learning or a related field, or equivalent relevant experience.
- Certification: DoD 8140/8570 IAT Level II (GSEC, SSCP) or equivalent credential
- Location: Full time on-site at Annapolis Junction, Maryland.
- Experience and knowledge:
- 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.
Preferred Qualifications::
- Clearance: Active TS/SCI w/ CI Poly.
- Education: Advanced degree in Computer Science, Data Science, Information Systems, Mathematics, Statistics, Super Intelligence/Machine Learning or a related field, or equivalent relevant experience.
- Certification: Relevant cloud, machine learning, data engineering, or Artificial Intelligence (AI) certifications. Additional relevant technical certifications supporting data science, analytics, cloud computing, or secure technology
environments.
- Experience and knowledge:
- 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 (AWS), Amazon
Bedrock, and Amazon S3
- Experience applying large language models (LLMs), 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 environment
Compensation:
Please note: The listed salary range reflects our market-based compensation structure. Final compensation will depend on business needs, local market conditions, internal equity, and the selected candidate’s skills, education, and experience.
Benefits
Generous cost sharing for medical insurance for the employee and dependents
100% company paid dental insurance for employees and dependents
100% company paid long-term and short-term disability insurance
100% company paid vision insurance for employees and dependents
401k plan with generous match and 100% immediate vesting
Competitive Pay
Generous paid leave and holiday package
Tuition and training reimbursement
Life and AD&D Insurance
About AnaVation
AnaVation is the leader in solving the most complex technical challenges for collection and processing in the U.S. Federal Intelligence Community. We are a US owned company headquartered in Chantilly, Virginia. We deliver groundbreaking research with advanced software and systems engineering that provides an information advantage to contribute to the mission and operational success of our customers. We offer complex challenges, a top-notch work environment, and a world-class, collaborative team.
If you want to grow your career and make a difference while doing it, AnaVation is the perfect fit for you!
AnaVation is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to sex, race, color, religion, national origin, disability, protected Veteran status, age, or any other characteristic protected by law.
Source: AnaVation careers (Lever)