ANSER
SeniorComputerScientist
“Senior Computer Scientist at ANSER. Skills: AI/ML Quality Assurance, Data Science, Intelligence Data Analysis. Review and evaluate QAF documentation. Assess QAF documentation for completeness”
What You'll Achieve.
enhance national and homeland security; strengthening public institutions; thought leadership; independent analysis; practical, useful solutions; measure success in the impact of our service; analytic efficiency; tradecraft compliance
Industry & Context.
complex, technical findings
TS/SCI with Poly Clearance
What They're Looking For.
Must Have
TS/SCI with Poly Clearance, Master’s degree in Data Science, Computer Science, Statistics, Mathematics, or related technical field, Twelve or more years of experience in data science, analytics, or machine learning in support of intelligence or defense missions, Proficiency in Python, R, and SQL, experience with data visualization tools such as Power BI or Tableau, experience with predictive modeling, data mining, statistical analysis, and ML algorithms, Experienced 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
Nice to Have
Experience supporting DIA, IC, or DoD analytic modernization or OBI initiatives, Working knowledge of TEVV methodologies, bias detection, and fairness analysis for AI systems, 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), Developing OBI governance and tradecraft to assist DIA and other DIAAE organizations conducting OBI
What You'll Do.
Review and evaluate QAF documentation
Assess QAF documentation for completeness
Develop and utilize data mining algorithms
Integrates or codes algorithms
Make best practice recommendations
Assist in maintaining a repository
Provide consultation and guidance
Collaborate to identify and address issues
Develop and deliver training materials
Assist analytic methodologists
Collaborate to develop
and refine best practices
Review and edit translated documentation
Support capability development
Employ data science techniques
How You'll Work.
Team & Collaboration
Collaborate with stakeholders; Collaborate with AA owners and developers
Communication Scope
verbal narrative products; written narrative products; visual narrative products; translating technical documentation
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