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ANSER · 2 weeks ago

Senior Computer Scientist

Reston, VA

Full-time

Onsite

Senior Level, Lead/Staff

12+ years exp

ANSER enhances national and homeland security by strengthening public institutions. They are seeking a Senior Computer Scientist to support AI/ML Quality Assurance Framework efforts by integrating various scientific techniques to correlate complex findings into narrative products on existing intelligence data.

ConsultingNational SecurityNon ProfitPublic SafetyRisk Management

Comp. & Benefits

No H1B

Security Clearance Required

U.S. Citizen Only

Responsibilities

Design and execute Testing, Evaluation, Verification, and Validation (TEW) protocols to evaluate the performance, robustness, and fairness of AI systems in all source analysis ’contexts

Collaborate with the Statistician/Mathematician to develop and apply statistical models and methods to analyze TEW results and identify areas for improvement

Develop and implement corrective actions to address TEW findings and ensure AI system performance and robustness

Develop and implement AI system maintenance schedules to ensure continued system performance and robustness

Collaborate with stakeholders to identify and prioritize AI system improvements and updates

Develop and implement AI system updates and improvements to ensure compliance with tradecraft standards and best practices

Conduct technical assessments to ensure compliant use of AI systems for approved use cases in all source analysis

Evaluate AI system performance and adherence to tradecraft standards, and identify areas for improvement

Develop and maintain a repository of audit findings and recommendations to facilitate knowledge sharing and best practices across the organization

Support capability development by contributing, editing, and storing code in Government owned/controlled source version control repositories

Employ data science techniques to support predictive analysis, social across the Defense Intelligence Enterprise (DIE)

Qualification

PythonRSQLTEVV methodologiesPredictive modelingData miningStatistical analysisML algorithmsData visualization toolsAI/ML modelsKnowledge graphsSemantic data modelingQuery languagesDoD compliance standards

Required

TS/SCI with Poly Clearance

Master's degree in Data Science, Computer Science, Statistics, Mathematics, or related technical field

Twelve or more years of related experience in data science, analytics, or machine learning in support of intelligence or defense missions

High Proficiency in Python, R, and SQL, and experience with data visualization tools such as Power BI or Tableau

Strong knowledge of TEVV methodologies, bias detection, and fairness analysis for AI systems

Experience with predictive modeling, data mining, statistical analysis, and ML algorithms

Experience with knowledge graphs, semantic data modeling, and query languages (e.g., SPARQL, GraphQL)

Experience developing, implementing, and evaluating AI/ML models for analytic efficiency and tradecraft compliance

Understanding of DoD 8570/8140 compliance standards for computer science and cybersecurity roles

Preferred

Experience supporting DIA, IC, or DoD analytic modernization or OBI initiatives

Experience with distributed data processing, cloud-based analytics, or large-scale machine learning architectures

Demonstrated understanding of Object Based Intelligence frameworks

Experience with DoD 8570/8140 compliance and responsible AI policy frameworks

Experience working with in support of Defense Intelligence All-source Analytic Enterprise (DIAAE) OBI efforts, the Defense Intelligence Enterprise Knowledge Model (DIEKM), and Defense Intelligence Core Ontology (DICO)

Company

ANSER

In 1958 the Air Force needed a technically qualified unbiased organization that could rapidly provide analysis for identified and evolving mission requirements.

Founded in 1958

Falls Church, Virginia, USA

501-1000 employees