GIAC (SANS)

GIAC Machine Learning Engineer

The GIAC Machine Learning Engineer (GMLE) certification validates a practitioner's ability to apply practical data science, statistics, probability, and machine learning to real-world cybersecurity challenges. Designed for SOC analysts, security engineers, and data scientists, it proves you can build and deploy ML-driven tools for threat hunting, security monitoring, and anomaly detection. Earning GMLE demonstrates deep fluency in the realities of ML in the security landscape, strengthening your SOC with hands-on, performance-based validation.