Bayesian Data Scientist
Core
Develop advanced probabilistic models and algorithms to test and evaluate AI/ML systems for national security applications, focusing on explainability and performance characterization.
Role type
Senior Bayesian Data Scientist (AI/ML Test & Evaluation)
Builds
Test and evaluation frameworks for generative AI, computer vision, NLP, and autonomous systems
Domain
National Security / Defense / AI & Machine Learning
Deliverable
production ML models | dashboards & analysis
Required skills
Bayesian statistics, probabilistic modeling, algorithm development, data analysis, linear algebra, optimization, machine learning methods
Preferred skills
Physics background, defense industry experience
Technologies
Python, C, C++, Java, MATLAB
Responsibilities
Perform data analysis and test/evaluation of existing machine learning algorithms; Develop and implement advanced probabilistic models to identify limitations and enhance explainability; Transition algorithms to software applications and real-time embedded systems; Research and identify new statistical and AI-powered analysis methods to characterize system performance
Seniority
Senior, hands-on IC
