Level

Vanguard

AI Security Discovery & Detection Manager

Vanguard is hiring an AI Security Discovery & Detection Manager in Dallas, United States. Level rates it ; you can apply on Level.

AI in this role

Lead the enterprise-wide AI security strategy, discovery, and detection capabilities for monitoring approved and unapproved AI usage.

cisspccsp
cloud-securitydata-securityai-securityrisk-management

Responsibilities:

  • Set the strategy and roadmap for AI Security Posture Management (AISPM) Discovery and Detection, including priorities, operating model, and measures of success.
  • Lead enterprise-wide discovery and inventory of AI systems and usage across endpoints, network, cloud platforms, and SaaS applications including both approved and unapproved AI.
  • Build and mature AI-focused detection capabilities that identify Shadow AI, policy violations, suspicious activity, and abnormal behavior within approved AI systems.
  • Oversee the detection lifecycle, including use-case development, prioritization, testing, deployment, tuning, coverage assessment, and integration with security monitoring and incident-response processes.
  • Partner across security, technology, data, risk, legal, privacy, and business teams to translate AI risks and policies into actionable discovery and monitoring controls and requirements.
  • Define meaningful metrics and reporting that communicate AI discovery coverage, inventory completeness, detection effectiveness, unauthorized usage trends, control gaps, and risk reduction.
  • Recruit, lead, and develop a high-performing team, ensuring the AI Security team is a sought-after location for talented technical talent to continue learning and evolving their craft.

 

Qualifications:

  • 5+ years in Cyber Security, with at least 2 years specifically focused on Cloud Security, Data Security, or AI/ML Security
  • Bachelor’s degree in Computer Science, Cybersecurity, or a related field (or equivalent practical experience).
  • Preferred certifications: CISSP, CCSP

Special Factors

Sponsorship

Vanguard is not offering visa sponsorship for this position.

About Vanguard

At Vanguard, we don't just have a mission—we're on a mission.

To work for the long-term financial wellbeing of our clients. To lead through product and services that transform our clients' lives. To learn and develop our skills as individuals and as a team. From Malvern to Melbourne, our mission drives us forward and inspires us to be our best.

How We Work

Vanguard has implemented a hybrid working model for the majority of our crew members, designed to capture the benefits of enhanced flexibility while enabling in-person learning, collaboration, and connection. We believe our mission-driven and highly collaborative culture is a critical enabler to support long-term client outcomes and enrich the employee experience.

How we rate this

AI Security Discovery & Detection Manager at Vanguard rates 75 out of 100 for how much of the daily work is AI. That makes it Works on AI (AI Level 3 of 4). The level is about AI in the job, not seniority.

Classification

Works on AI. The daily work is on AI products, without building the model.

  1. ●●●● Builds AI80 to 100
  2. ●●●○ Works on AI60 to 79
  3. ●●○○ Uses AI40 to 59
  4. ●○○○ Little AI0 to 39

Levels come from how often the tools, models and workflows of the role are named in the posting itself. Open the description and count.

Prepare for this job

Built from this posting and from similar jobs on Level.

Skills and AI tools this role asks for

Cloud SecurityData SecurityAI SecurityRisk ManagementCisspCcsp

Questions you could be asked

  1. Tell me about a project where cloud security was part of your work. What did you do?
  2. Tell me about a project where data security was part of your work. What did you do?
  3. Tell me about a project where ai security was part of your work. What did you do?
  4. Tell me about a project where risk management was part of your work. What did you do?
  5. Walk me through how you've used Cissp in your day-to-day work.

Adapt your resume

  • List these exact terms on your resume: Cloud Security, Data Security, AI Security, Risk Management, and Cissp. An applicant tracking system matches the wording, not the idea.
  • Attach one line of real, concrete experience to at least one of them. A tool named with nothing behind it rarely survives a human read.
  • Show where AI is part of your daily process, not a one-off project. This role expects it to be a running habit.

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