Offensive Security Analyst - AI Specialist at Vanguard

Dallas, Texas, United States

Apply Now

Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Finance, CybersecurityIndustries

Requirements

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

Responsibilities

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

Skills

Red Teaming

Adversarial ML

Model Inversion

Data Poisoning

Evasion Attacks

Purple Teaming

Threat Modeling

Detection Engineering

AI Security

Model Robustness

Vanguard

Client-owned investment management firm offering low-cost funds

About Vanguard

Vanguard provides financial services with a focus on investment management. The company offers a variety of products, including mutual funds, exchange-traded funds (ETFs), individual retirement accounts (IRAs), and 401k rollovers, aimed at individual investors, financial advisors, and institutions. Vanguard's unique ownership structure means it is owned by its funds, which are in turn owned by the clients, allowing it to prioritize the needs of its investors over external shareholders. This model enables Vanguard to offer low-cost investment options, as it primarily earns revenue through management fees that are generally lower than industry standards. Additionally, Vanguard provides personalized investment advisory services, charging fees based on the assets managed. The company's goal is to help clients grow their wealth and achieve their financial objectives through effective investment strategies, while maintaining a competitive performance track record.

Kline Township, PennsylvaniaHeadquarters

1975Year Founded

SECONDARYCompany Stage

Fintech, Financial ServicesIndustries

10,001+Employees

Benefits

Best-in-class medical, dental & vision coverage

Onsite health clinic & fitness center

Health Smart Rewards program

Vanguard Retirement Savings Plan

Education Benefits

PTO

Family Planning Benefist

Parental leave

Personal development opportunities

Volunteer Time Off

Risks

Competition from AI-driven platforms like Writer challenges Vanguard's traditional advisory services.

Vanguard's stake in Steelcase exposes it to the volatile furniture market.

New active bond ETFs may struggle in a low-yield environment with increasing competition.

Differentiation

Vanguard is client-owned, aligning its interests with investors, unlike traditional firms.

The firm offers low-cost investment products, making it attractive to cost-conscious investors.

Vanguard's ownership structure allows it to focus on long-term investor value.

Upsides

Vanguard's new active bond ETFs offer diversified, low-cost fixed income options.

The acquisition of Steelcase shares diversifies Vanguard's portfolio into the furniture industry.

Launching the International Dividend Growth Fund appeals to investors seeking sustainable dividend growth.

Land your dream remote job 3x faster with AI

Try Jobo Free