AI Vulnerability Assessment Specialist vs AI Workflow Reliability Engineer

A AI Vulnerability Assessment Specialist Only

• Adversarial machine learning fundamentals (evasion, poisoning, extraction, inference attacks)
• LLM application security: prompt injection, jailbreaking, data exfiltration via context manipulation
• Threat modeling for AI systems using frameworks like ATLAS (MITRE) and OWASP Top 10 for LLMs
• Python proficiency for writing custom exploit scripts, model fuzzing, and automation
• API security testing for model-serving endpoints (REST, gRPC)
• Red-teaming methodology and structured adversarial testing design
• CVSS-inspired risk scoring and vulnerability classification for AI systems
• Technical report writing with executive-level risk communication