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Principal AI Offensive Security Engineer - Ally Financial
Security Engineer
Lead the design and execution of AI‑driven offensive security programs, creating adversarial attacks, evaluating model robustness, and guiding red‑team initiatives using Python, machine learning, and advanced threat‑modeling techniques.
About the role
Key Responsibilities
- Design and implement adversarial attack frameworks to assess the security of AI/ML models across the organization.
- Lead red‑team engagements that incorporate AI techniques, simulating sophisticated threat actors.
- Conduct vulnerability research on emerging AI technologies, publishing findings and remediation guidance.
- Develop automated testing pipelines using Python and ML libraries to continuously evaluate model robustness.
- Collaborate with data scientists, engineers, and product teams to integrate security best practices into the AI development lifecycle.
Requirements
- 5+ years of experience in offensive security, red‑team operations, or penetration testing with a focus on AI/ML systems.
- Strong programming skills in Python and familiarity with ML frameworks such as TensorFlow or PyTorch.
- Deep understanding of adversarial machine learning, threat modeling, and vulnerability research methodologies.
- Proven track record of delivering security assessments, exploit development, and mitigation strategies for complex AI applications.
- Excellent communication skills to convey technical findings to both technical and non‑technical stakeholders.
Skills
pythonmachine learningpenetration testing