AI Platform Engineer vs AI Purple Team Specialist

B AI Purple Team Specialist Only

• Adversarial machine learning fundamentals (evasion, poisoning, extraction, inversion attacks)
• LLM prompt engineering and red-teaming methodology (jailbreaks, prompt injection, indirect injection)
• Python proficiency for building custom attack scripts, fuzzers, and evaluation harnesses
• AI threat modeling using frameworks like MITRE ATLAS, OWASP LLM Top 10, and NIST AI RMF
• Secure ML pipeline design (data validation, model signing, inference monitoring)
• Network and application security fundamentals (OWASP Top 10, API security, authentication)
• Statistical analysis of model behavior under adversarial conditions (anomaly detection, drift monitoring)
• Clear technical writing and executive communication for vulnerability reports and risk briefings