AI Security Architect role at Salesforce focusing on secure strategies for AI systems. Collaborating with teams to define unified AI security standards and best practices.
Responsibilities
Advise on Secure AI Platform Design & Guidance
Define Unified AI Security Standards & Best Practices
Work with BISOs to Drive Secure-by-Default and Trust Principles Across Clouds
Provide Deep Technical Input into Technology Security Evaluation & Risk Assessment
Ensure Cross-Alignment with Ethical AI, Legal, and Compliance
Manage Cutting-Edge Technology Security
Act as a subject matter expert and trusted advisor on AI security architecture to senior leadership, engineering teams, product managers, and other stakeholders across all Salesforce products and "clouds"
Collaborate with the broader security organization (e.g., AppSec, Cloud Security, Incident Response) to integrate AI security into the overall enterprise security strategy and incident response plans.
Lead comprehensive risk assessments across architecture, design, deployment, and runtime phases.
Requirements
A related technical degree required.
First-hand work with Machine Learning, Deep-Learning, or Artificial Intelligence.
Familiarity with current attacks on ML models, including adversarial examples, training data extraction, model extraction, and data poisoning.
Proven experience in developing new attacks and defenses for ML/AI enabled applications.
Proven communication, collaboration, and interpersonal skills.
An attacker’s mindset; consider abuse and attack paths as well as the defensive mindset.
A passion around improving the security development lifecycle.
Ability to work with data, identify trends and propose comprehensive mitigations that eradicate systemic security concerns.
Experience participating in an information security program.
Threat modeling of security topics across infrastructure security & application security domains.
Understanding of TCP/IP, common networking ports and protocols, traffic flow, system administration, OSI model, defense-in-depth and common security elements.
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