Mid-Level

AI Security Specialist (Artificial Intelligence Security Specialist)

You protect AI systems from attack and ensure they're used safely โ€” 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.

Career Level
Junior
Mid
Senior
Director
VP
Executive
Work Personality
C
I
R
E
S
A
Conventionalorganizing, detail-oriented
Investigativeanalytical, curious
Based on Holland Code framework
Job markets for AI Security Specialist (Artificial Intelligence Security Specialist)s
Employment concentration ยท ~400 areas
Based on employment in related occupations
Mapped SOC categories:
BLS Occupational Employment Statistics
What it's like

What it's like to be a AI Security Specialist (Artificial Intelligence Security Specialist)

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 โ€” 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.

Working ConditionsAbove avg
SupportAbove avg
IndependenceModerate
AchievementModerate
RecognitionModerate
RelationshipsModerate
O*NET Work Values survey
StrategyExecution
InfluencingDirected
StructuredAdaptable
ManagingContributing
CollaborativeIndependent
Industry maturityModel typesOrganizational AI readinessRegulatory environmentTools availability
The role varies sharply by context. **Early-stage AI companies** expect you to be researcher + security engineer + strategist all at once; enterprises with mature ML platforms have more specialized teams and established processes. Financial services and healthcare have strict regulatory requirements that shape your entire approach, while tech companies might emphasize speed and iteration. The **maturity of your tools** matters too โ€” some teams have mature threat modeling frameworks; others are building them from scratch.

Is AI Security Specialist (Artificial Intelligence Security Specialist) right for you?

An honest look at who tends to thrive in this role โ€” and who might find it challenging.

This role tends to work well for...
Intellectually restless people who like learning constantly
The threat landscape evolves faster than your documentation. You need comfort with not having all the answers, and excitement about discovering new vulnerabilities.
Cross-disciplinary thinkers
You're translating between ML researchers, security engineers, product managers, and compliance teams. Comfort moving between technical depths helps.
People who value impact on safety-critical decisions
Your work directly influences whether AI systems are safe to deploy. That responsibility appeals to mission-driven people.
Pragmatists who balance perfectionism with shipped code
Security matters, but so does shipping. You need to know when 'good enough' is actually good enough.
This role tends to create friction for...
People who need clear processes and playbooks
You're often inventing the playbook as you go. If you need 'here's exactly how we always do this,' you'll feel disoriented.
Those who prefer deep specialization in one area
The role demands breadth โ€” cryptography, ML internals, threat modeling, system architecture. Specialists sometimes feel scattered.
Risk-averse people
You're making judgment calls in ambiguous situations where you can't guarantee perfect security. Some people find that stressful.
Non-technical security folks
You need real technical depth. Managers or salespeople moving into AI security without coding ability will struggle.
โœฆ Editorial โ€” written by Truest from industry research and career patterns
Career Paths

Where this role sits in the broader career landscape โ€” and where it can take you.

$239K$179K$119K$60K$0KLower paying387 metro areas, sorted by salary level
All experience levels1
This level's estimated range
INDUSTRIES PAYING ABOVE AVERAGE
1 BLS OEWS May 2024 covers all AI Security Specialist (Artificial Intelligence Security Specialist)s (SOC 15-1212.00, 15-1244.00, 15-1299.05), not just this title ยท BEA RPP 2023
* Top salaries exceed this figure. BLS caps reported wages at ~$240K to protect individual privacy in high-earning roles.
Exploring the AI Security Specialist (Artificial Intelligence Security Specialist) career path? Truest helps you figure out if it's the right fit โ€” and plan your path forward.
Explore career tools
1
ML systems architecture
To understand what you're defending, not just vulnerabilities
2
Cryptographic primitives and formal verification
Increasingly critical as adversarial attacks get more sophisticated
3
Threat modeling and risk frameworks
Your ability to guide teams depends on having a structured approach
4
Communication across non-security audiences
Advancing means influencing strategy, which requires translation skills
What does your current threat model for your ML systems look like, and how do you validate it?
Tell me about your process for prioritizing security work against feature velocity.
How do you stay current with emerging adversarial attack methods?
Who do you need buy-in from when you flag a security concern? How do you influence them?
Describe a time when security and business goals were in tension. How did you navigate it?
What tools do you rely on? What gaps do you see?
โœฆ Editorial โ€” career progression and interview guidance based on industry patterns
The Broader Landscape

Roles like this one sit within a broader occupational category. The numbers below reflect that full landscape โ€” helpful for context, but your specific experience will depend on level, specialty, and where you work.

$53Kโ€“$186K
Salary Range
10th โ€“ 90th percentile
937K
U.S. Employment
+10.83%
10yr Growth
62K
Annual Openings

How this category is changing

$80K$77K$74K$71K$68K201920202021202220232024$68K$80K
BLS OEWS May 2024 ยท BLS Employment Projections 2024โ€“2034

Skills & Requirements

Reading ComprehensionCritical ThinkingReading ComprehensionCritical ThinkingReading ComprehensionActive ListeningCritical ThinkingJudgment and Decision MakingSystems AnalysisActive Listening
O*NET OnLine ยท Bureau of Labor Statistics
15-1212.0015-1244.0015-1299.05

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Federal data: BLS Occupational Employment & Wage Statistics (May 2024) ยท BLS Employment Projections ยท O*NET OnLine
Truest editorial: Fit check, role profile, things that vary, advancement analysis, lateral moves, interview questions.