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Veterans Sourcing Group, LLC · 3 months ago

AI Security and Controls SME

New York, NY

Full-time

Hybrid

Mid Level

3+ years exp

Veterans Sourcing Group, LLC is seeking an AI Security and Controls Subject Matter Expert to design and execute an AI assurance strategy within their technology audit team. The role involves conducting model audits, security and privacy reviews, and developing risk communication strategies related to AI models.

Human ResourcesRecruitingStaffing Agency

Work & Life Balance

Responsibilities

Conduct Model Audits: Execute a wide range of assurance activities focused on the controls, governance, and risk management of generative AI models used within the organisation

Model Security & Privacy Reviews: Review and assess privacy controls, data protection measures, and security protocols applied to AI models, including data handling, access management, and compliance with regulatory standards

Familiarity with GenAI Model: Good understanding of current and upcoming GenAI models

Adopt New Audit Tools: Stay current with and implement new audit tools and techniques relevant to AI/ML systems, including model interpretability, fairness, and robustness assessment tools

Risk Communication: Develop clear and concise messages regarding risks and business impact related to AI models, including model bias, drift, and security vulnerabilities

Data-Driven Analysis: Identify, collect, and analyse data relevant to model performance, privacy, and security, leveraging both structured and unstructured sources

Control Testing: Test controls over AI model development, deployment, monitoring, and lifecycle management, including data lineage, model versioning, and access controls

Issue Identification: Identify control gaps and open risks, raise insightful questions to identify root causes and business impact, and draw appropriate conclusions

Qualification

AI/ML systemsData privacyInformation securityAudit principlesRisk managementAnalytical skillsTechnical knowledgeCISACISSPCommunication

Required

At least 3-4 years' relevant experience in technology audit, AI/ML, data privacy, or information security

Understanding of audit principles, tools, and processes (risk assessments, planning, testing, reporting, and continuous monitoring), with a focus on AI/ML systems

Ability to communicate clearly and concisely, adapting messages for technical and non-technical audiences

Ability to identify patterns, anomalies, and risks in model behaviour and data

Good understanding of current and upcoming GenAI models

Review and assess privacy controls, data protection measures, and security protocols applied to AI models, including data handling, access management, and compliance with regulatory standards

Stay current with and implement new audit tools and techniques relevant to AI/ML systems, including model interpretability, fairness, and robustness assessment tools

Develop clear and concise messages regarding risks and business impact related to AI models, including model bias, drift, and security vulnerabilities

Identify, collect, and analyse data relevant to model performance, privacy, and security, leveraging both structured and unstructured sources

Test controls over AI model development, deployment, monitoring, and lifecycle management, including data lineage, model versioning, and access controls

Identify control gaps and open risks, raise insightful questions to identify root causes and business impact, and draw appropriate conclusions