Career Assessment
Find Your AI Security Role
Answer 5 questions to discover which AI security career paths match your background, skills, and goals. Under 90 seconds.
5 questions · ~60 seconds · personalized results with salary data
Question 1 of 5
Question 1 of 5
What’s your current professional background?
Select the closest match. This determines which security roles leverage your existing expertise.
Question 2 of 5
How much security-specific experience do you have?
Years working directly in security operations, engineering, or governance.
Question 3 of 5
What kind of work excites you most?
No wrong answers — this helps us match you to offensive, defensive, or governance-aligned security roles.
Question 4 of 5
How deep do you want to go technically?
Some roles require hands-on ML/code skills; others focus on strategy and risk governance.
Question 5 of 5
What’s your transition timeline?
How quickly do you want to move into an AI security role?
Your Top 3 AI Security Roles
Based on your background, experience, and preferences, these roles are your best entry points into AI security.
AI Security Engineer
High Demand
Multiple Entry Points
The generalist path into AI security. You design, implement, and maintain security controls for ML systems — from model serving infrastructure to API protection. Overlaps with the AI Security Specialist governance role.
Key Frameworks
OWASP LLM Top 10, MITRE ATLAS, Google SAIF
Starting Cert
CompTIA SecAI+ or Security+ → CAISP
Typical Background
Cybersecurity, DevSecOps, software engineering
Transition Time
3–9 months from adjacent role
Adversarial ML Researcher
$157K–$222K
Emerging
You research novel attacks against ML systems — evasion, poisoning, extraction, inference. Requires deep ML knowledge and the ability to publish findings. Capital One, Google, and top labs actively hiring.
Salary Range
$157K–$222K base (Glassdoor verified)
Key Frameworks
MITRE ATLAS, NIST AI 100-2, Adversarial Robustness Toolbox
Starting Cert
GIAC GPEN → OSCP → CAISP
Typical Background
Data science, ML engineering, security research
AI Red Teamer / Penetration Tester
High Demand
Offensive Security
You probe AI systems for vulnerabilities — prompt injection, jailbreaking, safety bypasses, model extraction. The offensive counterpart to AI security engineering. Overlaps with the AI Red Teamer governance role.
Key Frameworks
OWASP LLM Top 10, MITRE ATLAS, Microsoft PyRIT, Garak
Starting Cert
OSCP → GIAC GPEN → CAISP
Typical Background
Penetration testing, cybersecurity, CTF competitors
Transition Time
3–6 months from pen testing
AI Infrastructure Security Specialist
$160K–$240K
Emerging
You secure the infrastructure that AI systems run on — GPU clusters, model serving platforms, training pipelines, and cloud environments. OpenAI, NVIDIA, and CoreWeave are actively hiring for this specialization.
Salary Range
$160K–$240K (verified job postings)
Key Frameworks
Google SAIF, NIST AI RMF, CIS Benchmarks for Cloud
Starting Cert
AWS Security Specialty or AZ-500 → CAISP
Typical Background
Cloud engineering, DevOps, software engineering, infrastructure security
AI Model Risk Analyst
$100K–$160K
Emerging
You assess and quantify risks in AI/ML models for regulated industries — particularly financial services under SR 11-7. Bank of America, Citi, and other major institutions are hiring. Strong bridge from GRC into AI security.
Salary Range
$100K–$160K (verified job postings)
Key Frameworks
NIST AI RMF, ISO 42001, SR 11-7, EU AI Act
Starting Cert
CompTIA Security+ → AIGP → CAISP
Typical Background
GRC, compliance, audit, financial risk management
Cryptographic Engineer (AI Privacy)
$172K–$257K
Emerging
You implement privacy-preserving ML techniques — homomorphic encryption, secure multi-party computation, differential privacy, federated learning. Anthropic and other AI labs explicitly hiring. 410+ FHE-related job postings.
Salary Range
$172K–$257K (verified job postings)
Key Skills
FHE, MPC, differential privacy, federated learning, lattice crypto
Starting Cert
CAISP → domain-specific research
Typical Background
Cryptography, privacy engineering, applied mathematics
MLSecOps Engineer
High Demand
DevOps Bridge
You integrate security into ML pipelines the way DevSecOps engineers secure software pipelines — model scanning, dependency auditing, CI/CD gate checks, and artifact integrity. The operations backbone of AI security.
Key Frameworks
OWASP LLM-03 (Supply Chain), MITRE ATLAS, ML-BOM/CycloneDX
Starting Cert
CompTIA Security+ → AWS/Azure Security → CAISP
Typical Background
DevOps, MLOps, software engineering, CI/CD
Transition Time
6–12 months from DevOps/MLOps
AI Governance Lead (Security Focus)
High Demand
GRC Bridge
You design and operationalize AI governance programs with a security lens — risk registers, control frameworks, compliance monitoring, and cross-functional accountability. Organizations spending $30.9B on AI security need leaders who bridge technical controls and business risk. Your governance expertise is the gap most security teams can't fill internally.
Key Frameworks
NIST AI RMF, ISO 42001, EU AI Act, OWASP LLM Top 10
Starting Cert
IAPP AIGP ($649–$799) → CAISP
Typical Background
GRC, compliance, risk management, audit, information security
Transition Time
6–12 months from GRC/compliance role
AI Security Consultant
Growth Path
Senior Track
You advise organizations on AI security strategy, risk posture, and compliance programs. Combines deep governance knowledge with enough technical fluency to evaluate AI-specific threats. Consulting firms and enterprises alike need senior professionals who can assess, recommend, and implement AI security programs end-to-end.
Key Frameworks
NIST AI RMF, ISO 42001, EU AI Act, MITRE ATLAS, Google SAIF
Starting Cert
AIGP + CAISP + CISSP or ISO 27001 Lead Auditor
Typical Background
GRC management, cybersecurity consulting, IT audit, risk advisory
Transition Time
9–18 months (building AI-specific expertise on top of existing advisory skills)
Salary ranges show the full base compensation span across all experience levels for each role. Entry-level positions typically start at the low end of each range. Sourced from Glassdoor, ZipRecruiter, and verified employer postings (compiled 2026-04-07). Results are informational and not a substitute for professional career advice.
Glassdoor ZipRecruiter Cybersecurity Ventures 2025 ISC2 Workforce Study 2025 Full Salary Data →Continue Your Journey
© 2026 Tech Jacks Solutions. All rights reserved.