You protect AI systems from attack and ensure they're used safely — identifying vulnerabilities in machine learning models, defending against adversarial inputs, and making sure AI doesn't become a security liability. It's cybersecurity for a new kind of technology.
Your day often involves threat modeling, vulnerability assessment, and security testing of ML systems. You're reviewing model architecture for attack vectors, working with research and engineering teams to validate safety protocols, and sometimes handling production incidents when adversarial inputs slip through. It tends to be a mix of deep technical work and collaboration — you might spend an afternoon reading papers on adversarial robustness, then the next morning in a war room. What's harder than expected: most people underestimate how unpredictable the attack surface is. There's no rulebook yet. What helps you thrive: comfort with ambiguity, love of learning continuously, and patience for working at the intersection of cutting-edge research and real-world constraints.
An honest look at who tends to thrive in this role — and who might find it challenging.
Where this role sits in the broader career landscape — and where it can take you.
Roles like this one sit within a broader occupational category. The numbers below reflect that full landscape — helpful for context, but your specific experience will depend on level, specialty, and where you work.
Roles with similar work and overlapping career paths
View all Technology roles →You protect AI systems from attack and ensure they're used safely — identifying vulnerabilities in machine learning models, defending against adversarial inputs, and making sure AI doesn't become a security liability. It's cybersecurity for a new kind of technology.
Median pay for an AI Security Specialist (Artificial Intelligence Security Specialist) is about $110K nationally, with the field ranging roughly from $53K to $186K depending on experience, employer, and metro (BLS).
Core skills for this role include Reading Comprehension, Critical Thinking, Reading Comprehension, Critical Thinking, and Reading Comprehension.
Most people in this role hold a bachelor's degree.
Employment in this field is projected to grow about 10.83% through 2034, with roughly 937,380 people working in it today (BLS).
Closely related roles include Security Engineer, Security Auditor, and Cloud Security Engineer.
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