AI Security Engineer

Booz Allen Hamilton is a leading consulting firm focused on technology and innovation, and they are seeking an AI Security Engineer to identify and mitigate AI vulnerabilities. The role involves developing adversarial machine learning algorithms and executing AI red teaming operations while maintaining client relationships throughout the AI security lifecycle.

Responsibilities:

• Identify, measure, and mitigate AI vulnerabilities to evasion attacks, privacy attacks, data poisoning attacks, and misuse of large language models
• Research, develop, and implement adversarial machine learning algorithms
• Execute AI red teaming operations for clients across both the private and public sectors
• Serve as the client interface and maintain responsibility across the entire AI security lifecycle, including requirements gathering and analysis, process and systems definition, data analysis, presentation of analysis to clients in a format they can digest, and development of algorithm driven products and solutions

Requirements:

• 5+ years of experience programming in Python
• Experience with machine learning, including adversarial machine learning methods
• Knowledge of adversarial machine learning, large language models, or differential privacy
• Knowledge of mathematics and statistics, including the theory of probability, statistical inference, algorithms, linear algebra, and calculus
• Ability to communicate results to both technical and non-technical audiences effectively
• TS/SCI clearance with a polygraph
• Bachelor's degree in Computer Science, Statistics, Mathematics, Physics, Applied Mathematics, or Engineering
• Experience with application areas of machine learning, including computer vision, large language models, natural language processing, and learning on graphs
• Experience with Bayesian deep learning and Gaussian processes
• Experience building complex data pipelines
• Experience using GPUs for machine learning using frameworks, including PyTorch or TensorFlow
• Knowledge of cloud systems, including AWS, Azure, or GCP
• Ability to work independently on complex tasks