- Location
- Chantilly, VA
- Workplace
- Onsite
- Type
- Full-time
- Department
- AnaVation Job Opportunities
- Experience
- 7+ years
- Clearance
- Required
- Source
- Lever
Description
Description of Task to be Performed:
We are seeking a Senior AI Engineer with deep experience in vulnerability research, reverse engineering, and automated exploit discovery. In this role, you will build advanced AI-driven systems to analyze binaries, discover flaws, and support secure engineering across complex environments. You will work at the intersection of security research, machine learning, and large-scale automation—designing tools that push the boundaries of modern vulnerability detection.
Key Responsibilities
- Lead research and development of automated systems for reverse engineering, including static, dynamic, and symbolic analysis workflows.
- Create tools to analyze compiled code, firmware, protocols, and novel architecture.
- Collaborate with VR researchers to convert cutting-edge techniques into scalable AI-driven capabilities.
- Build pipelines for ingesting binaries, disassembling, performing feature extraction, and training ML models.
- Perform hands-on reverse engineering of complex software to validate and improve AI-based approaches.
- Integrate LLMs and multimodal models into security workflows (e.g., code reasoning, decompilation assistance, exploit surface mapping).
- Document methodologies, findings, and architectures for internal engineering and security teams.
- Mentor junior engineers and guide cross-functional research initiatives.