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Audit Director - AI Non-model Objects

https://www.citi.com/ Logo

Citi

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Location:
India, Mumbai

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Category:
Finance

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Contract Type:
Not provided

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Salary:

Not provided

Job Description:

The Audit Director – AI Non-model Objects is a senior level management position, reporting to the Chief Auditor Artificial Intelligence (AI) Assurance, responsible for managing a team of audit professionals with an overall objective to strategically direct audit activities and assessments of the risk and control environment for the adoption of AI/GenAI, specifically related to training and use of GenAI models and their related components such as LLMs, tokenizers, embedding, inference and serving infrastructure (Non-model Objects).

Job Responsibility:

  • Develop the strategy and direct the execution of a portfolio of concurrent assurance activities relating to non AI model objects development, validation and deployment
  • Act as a trusted subject matter experts on non AI model risks and controls in financial services across the IA team
  • Partner with IA Model Risk team to scale AI assurance across IA work programs
  • Evaluate AI use cases (design, prompts, embeddings, performance) against technical standards, guidelines, and pipeline integrity
  • Assessing AI/GenAI use case lifecycle management across development, validation, deployment, monitoring, and retirement
  • Evaluate risk dimensions including bias, fairness, robustness, explainability, and transparency for non-AI model objects
  • Assess guardrail design and effectiveness to mitigate hallucinations, prompt injection, and unsafe outputs
  • Provide technical assurance input into model-related regulatory reviews and compliance assessments
  • Ensure timely delivery of comprehensive regulatory and internal audit issue validation
  • Evaluate the adequacy and effectiveness of internal AI governance policies, adherence to AI/GenAI related laws and regulations, and the robustness of AI-related ethical or compliance incident response frameworks
  • Evaluate testing methods and approaches, assess adequacy and completeness of tests given the specific needs for GenAI systems and other non model AI objects
  • Evaluate functional red-teaming approaches for AI use-cases and non-model objects
  • Attract, develop, and retain talent
  • recommending staffing levels required to fulfil responsibilities effectively
  • Work across IA to maximize the efficiency and effectiveness of resources
  • Provide local site leadership encouraging engagement and collaboration across all IA organizations
  • Perform control environment assessments and identify thematic issues and trends to improve controls and governance
  • Champion horizon scanning for emerging methods and approaches for GenAI system risk management
  • Promote auditability by design by advising product and engineering teams on controls, documentation, and governance structure needed to make AI systems inherently auditable
  • Shape the future of AI audit practices by contributing to the development of new assurance methods for emerging risks
  • Support and endorse the Quality Assurance (QA) function of IA, and resolve issues found by QA, improving audit processes and coverage
  • Represent IA in relevant governance forums including Boards and Committees
  • Develop and maintain strong working relationships across other IA teams, Management Stakeholders (MSs), and Regulators
  • Build trust through proactive and transparent interactions while maintaining strong relationships with regulators aligned to Internal Audit
  • Engage regularly with MSs to understand emerging risks and help address escalations
  • Pro-actively advise and assist MSs in considering risks and controls
  • Support the audit team in their interactions with MSs
  • Participate and share relevant knowledge and insight, on an ongoing basis, within and across IA teams

Requirements:

  • 15+ years experience in model audit, validation, or model risk management within financial services
  • Experience of LLMs, GenAI validation and testing methods
  • Understanding of financial regulations and how they intersect with AI/GenAI e.g. conduct risk, operational resilience, data protection, algorithmic trading, AML/KYC, consumer protection
  • Preferably with audit experience, subject matter expert in model validation and governance
  • Related certifications such as Certified Information Systems (CISA), Certified Internal Auditor (CIA), Certified in Risk and Information Systems (CRISC) or similar
  • AI-related certifications are a plus
  • Executive presence and expert in building and maintaining strong open relationships with executive stakeholders
  • Ability to quickly comprehend the full risk implications of complex global issues
  • Outstanding performer, open minded, resilient, agile, energetic, self-starter, articulate and empathetic whilst being confident to deliver opinions to bring about positive outcomes
  • Strong leadership skills including a track record of identifying and developing world class talent
  • Experienced in leading large, dispersed and diverse professional teams
  • Demonstrated success in business, functional and people management
  • Consistently demonstrates clear and concise written and verbal communication
  • Demonstrated ability to remain unbiased in a diverse working environment
  • Effective negotiation skills
  • Bachelor's degree/University degree in decision science, computer science, data science, mathematics, statistics or a related field, or equivalent experience
  • Master's degree preferred

Nice to have:

AI-related certifications

What we offer:
  • Paid Parental Leave Policy
  • Programs to help employees balance their work and life
  • Generous paid time off packages
  • Resources to meet unique needs
  • Empowerment to make healthy decisions
  • Help managing financial well-being to help plan for future
  • Extensive on-the-job training
  • Exposure to senior leaders
  • Traditional learning opportunities
  • Opportunity to give back through volunteerism

Additional Information:

Job Posted:
October 18, 2025

Employment Type:
Fulltime
Work Type:
Hybrid work
Job Link Share:
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