AI Security Operations Lead (AI SecOps Lead)
1 point system
Position Overview
We are seeking an experienced AI SecOps & Detection Lead to build and operate the organization's AI security lifecycle. This role focuses on three critical objectives:
- Establish complete visibility into AI tools and workloads across the enterprise.
- Build effective detection, response, and recovery capabilities for AI-related incidents.
- Continuously feed lessons learned from incidents and discoveries back into preventative security controls.
The ideal candidate will integrate AI security operations within existing SOC processes, ensuring AI-related threats are detected, investigated, and remediated alongside traditional security events.
This role works closely with Security Operations, Engineering, Compliance, and Security Leadership teams to deliver a scalable and auditable AI security program.
Key Responsibilities
AI Security Operations & Detection
- Integrate AI-specific alerts and findings from tools such as Wiz and AIM into existing SOC workflows.
- Ensure AI security events are triaged, investigated, and responded to through standard security operations processes.
- Develop AI-focused detection logic and monitoring strategies.
Shadow AI Discovery
- Design and implement automated discovery mechanisms to identify unauthorized or unapproved AI tools.
- Maintain visibility across cloud and on-premises environments.
- Establish telemetry-based monitoring for AI applications, models, and integrations.
Incident Response & Readiness
- Develop AI-specific incident response playbooks.
- Conduct tabletop exercises and readiness assessments.
- Lead incident triage, containment, remediation, and root cause analysis for AI-related security events.
Prevention & Risk Reduction
- Translate incident findings and discovery insights into actionable remediation efforts.
- Partner with engineering and security teams to strengthen preventive controls.
- Continuously enhance the organization's AI security posture.
Governance & Compliance
- Maintain AI tool inventories and risk assessments.
- Support audit readiness through documentation and governance activities.
- Ensure security processes align with enterprise compliance requirements.
Required Skills
Security Operations (SecOps)
- Strong hands-on experience with:
- SIEM platforms
- SOAR solutions
- Detection engineering
- Alert triage
- Incident response
AI Security Expertise
- Strong understanding of AI-specific attack vectors including:
- Prompt Injection
- Model Poisoning
- Data Exfiltration
- Agent Credential Abuse
- Ability to convert AI threats into actionable detection use cases.
Asset Discovery & Visibility
- Experience building enterprise asset discovery programs.
- Ability to establish visibility into AI applications, workloads, and integrations across cloud and on-prem environments.
Workflow Integration
- Experience integrating specialized security tooling into existing SOC operations.
- Ability to avoid siloed workflows and create unified detection processes.
Risk & Metrics Management
- Experience measuring detection effectiveness and identifying coverage gaps.
- Ability to communicate risk posture and trends to leadership stakeholders.
Technical Requirements
- Enterprise Security Operations experience
- SIEM/SOAR Platform Expertise
- Detection Engineering
- Incident Response
- AWS Security
- Cloud Security Monitoring
- Telemetry Analysis
- Asset Discovery
- Security Governance
- Risk Assessment
- AI Security Operations
- Security Documentation & Compliance
Preferred Qualifications
- Experience with Wiz, AIM, or similar AI security tooling.
- Experience managing visibility across hybrid cloud environments.
- Strong understanding of AI governance frameworks.
- Experience driving enterprise-wide security initiatives.
- Ability to influence cross-functional teams without direct authority.
Core Competencies
- Cross-Functional Collaboration
- Security Leadership
- Threat Detection & Response
- AI Risk Management
- Process Optimization
- Strategic Security Planning
- Continuous Improvement
- Executive Communication
Success Metrics
- Increased visibility into AI tools and workloads.
- Effective integration of AI alerts into standard SOC operations.
- Reduced response time for AI-related incidents.
- Improved AI security control coverage.
- Accurate and auditable AI inventory and risk management program.
- Strong partnership across Security, Engineering, Compliance, and Leadership teams.
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