Data Scientist (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Data Scientist (AI/ML): Developing advanced algorithmic intelligence and predictive capabilities for the Object-Based Intelligence (OBI) enterprise with an accent on all-source analytic tradecraft and multi-INT datasets. Focus on automating entity recognition and summarization using LLMs, NLP, and knowledge graphs to enhance national security decision-making.
Location: Reston, VA. Must have TS/SCI with CI Poly clearance.
Company
is a non-profit organization providing independent analysis and solutions to enhance national and homeland security.
What you will do
- Design and evaluate AI/ML techniques to support Object-Based Intelligence (OBI) and all-source analytics.
- Implement LLMs and NLP for automated entity recognition, extraction, and summarization according to tradecraft standards.
- Optimize semantic data retrieval and reasoning using knowledge graphs and query languages like SPARQL and GraphQL.
- Perform TEVV protocols to ensure AI system performance, robustness, fairness, and tradecraft compliance.
- Develop scalable workflows for large, spatial, and multi-INT datasets using Python, R, and SQL.
- Collaborate with stakeholders to integrate data-driven decision-making processes into OBI standards.
Requirements
- TS/SCI with CI Poly clearance
- Bachelor’s degree in Data Science, Computer Science, Statistics, Mathematics, or a related technical field.
- 8+ years of experience in data science or ML supporting intelligence or defense missions.
- Proficiency in Python, R, SQL, and visualization tools such as Power BI or Tableau.
- Demonstrated experience with predictive modeling, data mining, and ML algorithms.
- Familiarity with knowledge graphs and semantic data modeling.
Nice to have
- Experience supporting DIA, IC, or DoD analytic modernization or OBI initiatives.
- Knowledge of TEVV methodologies, bias detection, and fairness analysis for AI systems.
- Experience with distributed data processing, cloud-based analytics, or large-scale ML architectures.
- Knowledge of DoD 8570/8140 compliance and responsible AI policy frameworks.
Culture & Benefits
- Opportunity to perform meaningful work in public service.
- Collaborative environment emphasizing integrity and initiative.
- Focus on impact-driven success rather than profit.
- Equal Opportunity Employer commitment.
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