Job Requirements
Bolling AFB, DC
Top Secret/SCI Polygraph not specified
Mid Level Career (5+ yrs experience)
$150,000 - $170,000
Job Description
Work includes providing:
• Updated ETL/ELT pipelines and associated engineering documentation for DRRS, DEERS and other readiness data sources.
• Updated predictive analytic outputs using Large Language Model (LLM) Artificial Intelligence (AI), including monthly forecasting updates, model documentation, and simulation results using Government-approved methodologies
• Updated dashboard releases, with versioned UI/UX improvements and release notes.
• Cross-domain deployment packages enabling NIPR/SIPR/JWICS portability for all dashboards and analytics products.
• Updated data governance artifacts, including data dictionaries, lineage documentation, quality checks, and business rules.
• Stakeholder engagement materials, including MAJCOM coordination summaries, briefing decks, white papers, and decision support products.
• Technical documentation, including monthly status reports, analytic reports, engineering documentation, and recommendations for incremental process improvements
Updated and fully functional data integrations for DRRS, DEERS, Envision, and other readiness systems, including documented data mappings and transformation logic.
• Updated ETL/ELT pipelines, delivered with versioned engineering documentation and committed to Government approved repositories.
• Updated analytic workflows, including documented processing steps, logic, and quality checks that support repeatable and auditable readiness assessments.
• Updated dashboard components and visualizations, delivered with versioned release notes.
• Updated data products incorporating Government provided feedback, delivered within the timelines specified in Table 2.
• Recommendations for incremental improvements to existing reporting systems, delivered as written summaries or briefing materials.
Updated LLM predictive analytics outputs, including refreshed model runs, updated model documentation, and simulation results using Government approved methodologies.
• Updated readiness assessment products, integrating qualitative and quantitative inputs into documented analytic outputs.
• Monthly trend analyses, forecasting updates, and degradation assessments, delivered in Word/PDF/PPT formats.
• Analytic outputs for GFMBs, senior leader updates, and Congressional engagements, delivered in briefing or report format as specified by the Government
Question:
Is there a current ETL/ELT pipline and what is the status of the engineering documentation for DRRS, DEERS and other readiness data sources?
Answer:
Current enterprise level pipelines are established in Envision. Further data source connections will need to be developed for project compliant ETL/ELT pipeline. This is in order to mesh easily with HAF/A3 Envision projects.
Question:
What are the current analytic outputs that the government is receiving and are those currently using LLM AI?
Answer:
DAF Envision platform LLM AI is currently used to complete some analytic outputs. This is in order to mesh easily with HAF/A3 Envision projec
• Updated ETL/ELT pipelines and associated engineering documentation for DRRS, DEERS and other readiness data sources.
• Updated predictive analytic outputs using Large Language Model (LLM) Artificial Intelligence (AI), including monthly forecasting updates, model documentation, and simulation results using Government-approved methodologies
• Updated dashboard releases, with versioned UI/UX improvements and release notes.
• Cross-domain deployment packages enabling NIPR/SIPR/JWICS portability for all dashboards and analytics products.
• Updated data governance artifacts, including data dictionaries, lineage documentation, quality checks, and business rules.
• Stakeholder engagement materials, including MAJCOM coordination summaries, briefing decks, white papers, and decision support products.
• Technical documentation, including monthly status reports, analytic reports, engineering documentation, and recommendations for incremental process improvements
Updated and fully functional data integrations for DRRS, DEERS, Envision, and other readiness systems, including documented data mappings and transformation logic.
• Updated ETL/ELT pipelines, delivered with versioned engineering documentation and committed to Government approved repositories.
• Updated analytic workflows, including documented processing steps, logic, and quality checks that support repeatable and auditable readiness assessments.
• Updated dashboard components and visualizations, delivered with versioned release notes.
• Updated data products incorporating Government provided feedback, delivered within the timelines specified in Table 2.
• Recommendations for incremental improvements to existing reporting systems, delivered as written summaries or briefing materials.
Updated LLM predictive analytics outputs, including refreshed model runs, updated model documentation, and simulation results using Government approved methodologies.
• Updated readiness assessment products, integrating qualitative and quantitative inputs into documented analytic outputs.
• Monthly trend analyses, forecasting updates, and degradation assessments, delivered in Word/PDF/PPT formats.
• Analytic outputs for GFMBs, senior leader updates, and Congressional engagements, delivered in briefing or report format as specified by the Government
Question:
Is there a current ETL/ELT pipline and what is the status of the engineering documentation for DRRS, DEERS and other readiness data sources?
Answer:
Current enterprise level pipelines are established in Envision. Further data source connections will need to be developed for project compliant ETL/ELT pipeline. This is in order to mesh easily with HAF/A3 Envision projects.
Question:
What are the current analytic outputs that the government is receiving and are those currently using LLM AI?
Answer:
DAF Envision platform LLM AI is currently used to complete some analytic outputs. This is in order to mesh easily with HAF/A3 Envision projec
group id: 91122017