Basking Ridge, NJ30+ days ago
Key Responsibilities: • Conduct applied research on AI-enabled cyber defense approaches, including detection, modeling, and characterization of cyber behaviors and phenomena • Design and implement prototypes that operationalize research into usable capabilities • Develop and evaluate models using deep learning and transformer-based approaches, and explore agentic AI-assisted methods for analysis, workflow automation, and experimentation • Work with network and cyber data modalities (e.g., flow, packet, host telemetry, logs) • Build repeatable experiments and conduct rigorous evaluation in controlled testbeds, including performance measurement, ablations, and robustness testing • Work with teammates to translate customer needs into technical approaches, balancing novelty with feasibility and deployability • Produce high-quality technical documentation, briefings and presentations, and contribute to reports, proposals, whitepapers, and publications • Maintain strong system hygiene: Linux-based development, version control, containers, reproducibility, and clean software practices • Learn and integrate new tools/technologies quickly to keep pace with evolving customer needs and emerging research. Required Qualifications: Minimum of MS with 6+ years of experience or PhD with 3+ years of experience in Computer Science, Computer Engineering, or closely related field, with exposure to cyber, networks, and machine learning.