AI Cybersecurity Engineer (Offensive Security & Threat Modeling)
Core
Internal adversary conducting offensive security operations, threat modeling, and red teaming against on-premises AI/ML infrastructure to detect and neutralize vulnerabilities before production.
Role type
Senior IC AI Cybersecurity Engineer (Offensive Security)
Builds
Preemptive security guardrails, automated offensive playbooks, and predictive detection use-cases for AI systems.
Domain
Financial Services / AI Security / Offensive Cybersecurity
Deliverable
production ML models | infrastructure
Required skills
Offensive Security, Red Teaming, AI Threat Modeling, MITRE ATLAS, OWASP Top 10 for LLMs, Python scripting, Linux administration, Container security (Docker, Kubernetes), MLOps pipelines
Preferred skills
Data poisoning simulation, Model inversion attacks, Membership inference attacks, Prompt injection testing, SOC collaboration
Technologies
MITRE ATLAS, MITRE ATT&CK, Kubernetes, OpenShift, Docker, Python, Bash (via careerplan.io/jobs/234929f2-1760-4b45-9286-58fad6d0bd5e-ai-cybersecurity-engineer-offensive-security-threat-modeling-at-xenon7)
Responsibilities
Lead advanced threat-modeling exercises across AI/ML pipelines; Conduct ethical hacking and simulate adversarial attacks (data poisoning, model inversion, evasion, prompt injection); Map vulnerabilities to MITRE ATLAS tactics; Assess and secure on-premises GPU clusters and containerized environments; Collaborate with SOC to build predictive detection use-cases and custom alerts.
Seniority
Senior, hands-on IC
