Prescient Edge is seeking a SME- Computer Scientist (QAF Oversight & Monitoring) to support a Federal Government client. Please note that the availability of this position is contingent upon contract award.
SME- Computer Scientist (QAF Oversight & Monitoring) Benefits:
At Prescient Edge, we believe that acting with integrity and serving our employees is the key to everyones success. To that end, we provide employees with a best-in-class benefits package that includes:
• A competitive salary with performance bonus opportunities. • Comprehensive healthcare benefits, including medical, vision, dental, and orthodontia coverage. • A substantial retirement plan with no vesting schedule. • Career development opportunities, including on-the-job training, tuition reimbursement, and networking. • A positive work environment where employees are respected, supported, and engaged.
Description:
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, 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.
Specific QAF duties:
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.
Collaborate with Stakeholders to identify and prioritize AI system improvement 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.