Senior Computer Scientist (QAF Oversight & Monitoring) - OBIQUA
Celestar Holdings Corporation · Reston, VA · 8 mo ago
EngineeringFull-time
Responsibilities
- Employs mathematics, statics, information science, artificial intelligence, machine learning, network science, probability modeling, data mining, data engineering, data warehousing, data compression, data protection, and/or other scientific techniques to correlate complex, technical findings into graphical, written, visual and verbal narrative products on trends of existing intelligence data to leverage other IC data sources.
- Develops and utilizes machine learning and data mining algorithms, including, but not limited to, Multiple Information Model Synthesis Architecture (MIMOSA) prediction algorithms based on open-source capabilities.
- Integrates or codes algorithms to support Government intelligence search and discovery missions.
- Makes best practice recommendations on managing data within hardware, software, storage, and bandwidth constraints.
- Employs data science techniques to support predictive analysis, social media and crowd-source data analytics, wargaming, and strategy development.
- Employs exploratory analysis and rapid iteration techniques of large volumes of data to quickly derive intelligence.
- Prepares products to describe and document findings and activities.
- Design and execute Testing, Evaluation, Verification, and Validation (TEVV) 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 TEVV results and identify areas for improvement.
- Develop and implement corrective actions to address TEVV 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.
- Supports capability development by contributing, editing, and storing code in Government owned/controlled source version control repositories.
Requirements
- Minimum 12 years of experience related to the specific labor category with at least a portion of the experience within the last 2 years with a master’s degree.
- OR - A minimum of 17 years of experience related to the specific labor category with at least a portion of the experience within the last 2 years with a bachelor’s degree.
- Must have at least 8 years of experience in AI implementation, advanced degree in computer science, data science, or related field.
- Must have expertise in AI algorithms, model development, TEVV, and operationalization.
- Demonstrates ability to work independently and with minimal oversight.
- Active TS/SCI Clearance within the past 5 years.
Qualifications
- Required: Active TS/SCI Clearance within the past 5 years.
Skills
- Expertise in AI algorithms, model development, TEVV, and operationalization.
- Ability to work independently and with minimal oversight.
- Advanced degree in computer science, data science, or related field.
Benefits
- Comprehensive benefits package including company-paid employee and family dental insurance, employee health insurance, life insurance, and disability coverage.
- 401(k)-retirement plan with company matching.
- Paid holidays and personal time off.
Pay
TBD
Schedule
TBD
Location
DIA Facilities across the National Capital Region (NCR)
About Us
Celestar, a proud Veteran-Owned company, offers highly competitive salaries and benefits. Our comprehensive benefits package includes company-paid employee and family dental insurance, employee health insurance, life insurance, and disability coverage. Additionally, we provide a 401(k)-retirement plan with company matching, paid holidays, and personal time off.