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JobsVanguard

Offensive Security Analyst - AI Specialist

Vanguard

Offensive Security Analyst - AI Specialist

Vanguard

3 Locations

·

On-site

·

Full-time

·

1w ago

Benefits & Perks

Healthcare

Hybrid Work

Healthcare

Required Skills

Python

Red Team operations

Penetration testing

Machine Learning

Adversarial ML

TensorFlow

PyTorch

Scikit-learn

Global Risk and Security(GR&S) at Vanguard enables business strategy, protects client and Vanguard interests (e.g., assets and data), and stewards a strong risk culture. Our teams leverage enterprise-wide insights, deep expertise, and trusted advice so that across Vanguard leaders and crew drive faster, stronger, risk-informed decisions.

Within GR&S, the Enterprise Security and Fraud (ES&F) sub-division is responsible for the global protection of Vanguard crew, property, data, and client assets. We are the trusted advisors that protect the pride of Vanguard with state-of-the-art security and fraud capabilities. We are a world-class destination of highly engaged, passionate, and diverse talent expected to continuously learn and develop in an ever-changing security landscape.

Our crew are our greatest resource – by joining our team you will build collaborative long-term relationships and enjoy a suite of benefits that includes comprehensive health and wellness care, work-life balance, and an investment in your future at its core

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, Deep Fool, model extraction).

  • Strong proficiency in Python and ML frameworks (e.g., Tensor Flow, Py Torch, 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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About Vanguard

Vanguard

A client-owned investment company that offers low-cost mutual funds, ETFs, advice, and related services to institutional and individual investors, and financial professionals.

10,001+

Employees

Kelayres

Headquarters

Reviews

3.4

3 reviews

Work Life Balance

2.5

Compensation

3.2

Culture

2.8

Career

3.5

Management

3.0

45%

Recommend to a Friend

Pros

Competitive compensation package with bonuses

Good foundation for career development

Interesting programs aligned with education

Cons

Long commute requirements (2.5 hours)

Mandatory on-site presence multiple days

Pay below industry standards

Salary Ranges

1,532 data points

Junior/L3

Junior/L3 · Client Relationship Associate

529 reports

$60,018

total / year

Base

$55,076

Stock

-

Bonus

$4,942

$46,375

$78,763

Interview Experience

3 interviews

Difficulty

3.0

/ 5

Duration

14-28 weeks

Interview Process

1

Application Review

2

Recruiter/HR Phone Screen

3

Technical/Case Study Round

4

Final Round Interview

5

Offer

Common Questions

Behavioral/STAR

Technical Knowledge

Case Study

Past Experience

Culture Fit