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CoupaPosted 2 weeks ago

Sr Security Architecture Manager

On-siteLos Angeles, California, United States

Full TimeSenior LevelLarge

Job Summary

Design and implement secure architectural solutions for AI/ML pipelines, large language models, and automated decision systems. Conduct security assessments and risk analyses targeting AI-related threats such as prompt injection, model inversion, and data poisoning. Develop and maintain security standards and policies tailored to AI development, including data provenance and model integrity. Provide recommendations on AI security best practices to data science, DevOps, and business leadership teams. Evaluate and recommend emerging security technologies, such as AI-driven SIEM, automated Red Teaming tools, and privacy-enhancing technologies. Collaborate with legal teams to ensure AI deployments adhere to global regulations like the EU AI Act, GDPR, and HIPAA. Participate in security reviews of third-party AI service providers and foundational model creators. Manage security assessments for AI environments, aligning with frameworks like ISO 42001 and SOC2. Create high-quality technical documentation and data flow diagrams illustrating the movement of sensitive data through AI models. Mentor junior security professionals and data scientists on the nuances of AI safety and security.

Required Qualifications

  • Bachelor's degree in Computer Science, Data Science, or Information Security
  • Minimum of 10 years in information security
  • At least 5 years in security architecture
  • Significant experience securing high-scale data or AI environments
  • Deep understanding of NIST AI Risk Management Framework
  • Deep understanding of OWASP Top 10 for LLMs
  • Deep understanding of ISO 27001
  • Proficiency in designing secure AI architectures on cloud platforms like AWS, Azure, and GCP
  • Knowledge of secure coding for AI
  • Knowledge of model monitoring
  • Knowledge of defensive techniques against adversarial attacks
  • Experience with IAM for automated agents
  • Experience with privacy-enhancing technologies (e.g., differential privacy, homomorphic encryption)
  • Mastery of firewalls
  • Mastery of IDPS
  • Mastery of SIEM
  • Mastery of endpoint security within hybrid environments

Desired Qualifications

  • Master's degree
  • Experience with Anthropic Claude
  • Experience with Google Gemini
  • Experience with Azure OpenAI/ChatGPT

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