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Offensive Security Analyst - AI Specialist
Offensive Security Analyst - AI SpecialistVanguard Group, Inc. • Dallas, TX, United States
Offensive Security Analyst - AI Specialist

Offensive Security Analyst - AI Specialist

Vanguard Group, Inc. • Dallas, TX, United States
3 days ago
Job type
  • Full-time
Job description

Offensive Security Analyst - AI Specialist

  • Design and conduct Red Team operations focused on AI / ML systems, including adversarial input testing, model inversion, poisoning, and evasion attacks.
  • Emulate threat actors targeting AI infrastructure (e.g., model hosting platforms, training data lakes, inference APIs).
  • Develop custom tooling and payloads for AI-specific attack scenarios, including adversarial examples and synthetic data manipulation.
  • Collaborate with data scientists and ML engineers to assess model robustness, fairness, and explainability under adversarial conditions.
  • Lead Purple Team exercises to validate detection and response capabilities for AI-related threats.
  • Produce detailed reports and executive briefings outlining risks, attack paths, and remediation strategies.
  • Contribute to threat modeling and detection engineering for AI systems.
  • Stay current on emerging AI threats, adversarial ML research, and regulatory implications.
  • Mentor junior team members and foster a culture of offensive innovation.

What it takes :

  • Proven experience in Red Team operations, adversary emulation, or advanced penetration testing.
  • Deep understanding of AI / ML concepts including supervised / unsupervised learning, NLP, computer vision, and reinforcement learning.
  • Experience with adversarial ML techniques (e.g., FGSM, PGD, DeepFool, model extraction).
  • Strong proficiency in Python and ML frameworks (e.g., TensorFlow, PyTorch, Scikit-learn).
  • Familiarity with cloud platforms (AWS, Azure, GCP) and their AI services.
  • Knowledge of MITRE ATLAS, MITRE ATT&CK, and NIST AI RMF.
  • Experience with offensive tooling and scripting for automation and exploit development.
  • Excellent communication skills for technical and executive audiences.
  • 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.

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    Security Specialist • Dallas, TX, United States

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