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Technology and SaaS Platforms Careers

Explore 10 career paths in the Technology and SaaS Platforms industry. Compare salaries, AI risk, and future demand to plan your career transition.

10 Roles
9.1 Avg Demand
20% Avg AI Risk
10 Remote-Friendly
AI Security & Trust Advanced

AI Attack Surface Analyst

An AI Attack Surface Analyst systematically discovers, classifies, and prioritizes vulnerabilities across an organization's entire…

Demand 9.2/10
AI Risk 15%
Salary $115,000-$210,000/yr
AI/ML threat modeling using frameworks like MITRE ATLAS and OWASP Top 10 for LLMsPrompt injection and jailbreak technique design and detectionLLM application architecture review (RAG pipelines, agent chains, tool-use flows)Adversarial ML attack execution including model extraction, data poisoning, and membership inference +8
AI Security & Trust Advanced

AI Vulnerability Assessment Specialist

An AI Vulnerability Assessment Specialist systematically identifies, tests, and documents security weaknesses in machine learning …

Demand 9.2/10
AI Risk 25%
Salary $125,000-$210,000/yr
Adversarial machine learning fundamentals (evasion, poisoning, extraction, inference attacks)LLM application security: prompt injection, jailbreaking, data exfiltration via context manipulationThreat modeling for AI systems using frameworks like ATLAS (MITRE) and OWASP Top 10 for LLMsPython proficiency for writing custom exploit scripts, model fuzzing, and automation +8
AI Security & Trust Advanced

AI Governance Specialist

An AI Governance Specialist designs, implements, and enforces the policies, frameworks, and oversight mechanisms that ensure artif…

Demand 9.2/10
AI Risk 15%
Salary $105,000-$195,000/yr
AI risk assessment and classification (using EU AI Act risk tiers and NIST AI RMF)Bias detection and fairness evaluation across structured and unstructured dataRegulatory mapping across jurisdictions (EU, US, APAC, LATAM)Policy drafting for internal AI acceptable-use frameworks +8
AI Security & Trust Advanced

AI Threat Intelligence Specialist

An AI Threat Intelligence Specialist monitors, analyzes, and anticipates adversarial threats targeting AI systems - from prompt in…

Demand 9.1/10
AI Risk 15%
Salary $125,000-$210,000/yr
Adversarial machine learning (evasion, poisoning, extraction, inversion attacks)LLM security: prompt injection taxonomy, jailbreak analysis, indirect prompt injectionThreat modeling for AI systems using frameworks like MITRE ATLAS and OWASP LLM Top 10Python scripting for adversarial payload generation and detection +8
AI Security & Trust Advanced

AI Role-Based Access Control Specialist

An AI Role-Based Access Control Specialist designs, implements, and governs granular permission frameworks that determine who-or w…

Demand 9.1/10
AI Risk 15%
Salary $115,000-$195,000/yr
Identity and Access Management (IAM) architecture for cloud-native and AI-native systemsRole-Based Access Control (RBAC), Attribute-Based Access Control (ABAC), and policy-based access control designAI/ML pipeline security: model registry permissions, training data access governance, inference endpoint controlsPolicy-as-code authoring using OPA/Rego, AWS IAM policy language, and Azure RBAC definitions +8
AI Legal & Compliance Advanced

AI Policy Analyst

AI Policy Analysts bridge the gap between rapidly evolving artificial intelligence technologies and the regulatory, ethical, and g…

Demand 9.0/10
AI Risk 25%
Salary $90,000-$170,000/yr
AI and machine learning fundamentals-ability to read model architectures, training pipelines, and evaluation metricsRegulatory framework analysis-deep understanding of EU AI Act, NIST AI RMF, OECD AI Principles, and emerging global standardsAI risk assessment-systematic evaluation of AI systems across bias, safety, privacy, transparency, and accountability dimensionsPolicy drafting and legal writing-producing clear, precise, and enforceable policy documents for diverse audiences +8
AI Content Intermediate

AI Content Attribution Specialist

An AI Content Attribution Specialist ensures the transparent, legally defensible, and technically verifiable provenance of AI-gene…

Demand 8.7/10
AI Risk 20%
Salary $95,000-$165,000/yr
Content provenance and lineage tracking (C2PA, Content Credentials)AI watermarking and fingerprinting techniquesMetadata schema design and taxonomy developmentCopyright and IP law fundamentals for AI-generated works +8