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SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals

SEC595Cyber Defense, Artificial Intelligence
SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals
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2026 Cybersecurity Workforce Research Report by SANS | GIAC

Published: 11 Mar, 2026
Created by:
SANS InstituteGIAC Certifications
SANS Institute & GIAC Certifications

The cybersecurity workforce is at a turning point. AI is transforming how work gets done, regulators are redefining ‘qualified,’ and organizations are recognizing that the right skills, not headcount, are what drive success. As AI reshapes the cyber workforce, this report helps leaders make informed decisions and shows practitioners where skills and careers are heading. 

Meet Your Authors

SANS Institute

SANS Institute

Launched in 1989 as a cooperative for information security thought leadership, it is SANS’ ongoing mission to empower cybersecurity professionals with the practical skills and knowledge they need to make our world a safer place.

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GIAC Certifications

GIAC Certifications

GIAC Certifications provide the highest and most rigorous assurance of cybersecurity knowledge and skill available to industry, government, and military clients across the world.

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Additional Resources

Dropzone AI Can Make Internal SOC Teams More Effective

WhitepaperArtificial Intelligence, Cyber Defense
  • 17 Jun 2025
  • Mark Jeanmougin

SANS 2025 Threat Hunting Survey: Advancements in Threat Hunting Amid AI and Cloud Challenges

WhitepaperDigital Forensics and Incident Response
  • 13 Mar 2025
  • Josh Lemon

Rethinking Detection Engineering: A Practical, Threat-Informed Path Forward for Modern Security Teams

WhitepaperCybersecurity Leadership
  • 24 Feb 2026
  • Erik Van Buggenhout, Stamatis Chatzimangou

Inside the Five Most Dangerous New Attack Techniques

WhitepaperCloud Security, Digital Forensics and Incident Response, Cybersecurity Leadership, Artificial Intelligence, Industrial Control Systems Security
  • 8 Dec 2025
  • Heather Barnhart, Rob T. Lee, Joshua Wright, Tim Conway

Structural Vulnerability: Autodesk Revit Server WAN Exposure Versus Cost of Autodesk Construction Cloud

WhitepaperSecurity Awareness, Cybersecurity Leadership
  • 7 Nov 2025

Privacy Protections: Are Stronger Laws Changing What We Reveal?

WhitepaperSecurity Awareness, Cybersecurity Leadership
  • 26 Sep 2025

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