AVP / Sr Manager - AI / ML Security Risk Assessment Specialist with a Large Private Bank

Job Summary

The AIML Security Risk Assessment Specialist will play a critical role in validating reports and making final risk assessments for AIML models used in various business applications and use cases. This role will work closely with the Digital Risk Management Portfolio team to ensure the security and integrity of AIML models, use case along with applications.

Key Responsibilities

• Risk Assessment : understand the business requirement, finalise the scope and perform end to end risk assessment.
• Validate reports from various sources and make final risk assessments for AIML models, considering factors such as data quality, model performance, and potential security threats.
• Conduct Security Risk assessment for GenAI models, tools, and platforms risk assessment.
• Perform in-depth risk assessments of GenAI systems and associated data pipelines, both internally developed and third party.
• Evaluate the risk profile of different model architectures (e.g. transformer-based LLMs, multimodal models) and deployment types (cloud, edge, open-source, API-based)
• AIML Model Review : Review AIML models for potential security vulnerabilities, including data poisoning, model evasion, and adversarial attacks.
• Report Analysis : Analyse reports from AIML model testing and validation teams to identify potential security risks and provide recommendations for mitigation.
• Risk Classification : Classify risks associated with AIML models and provide recommendations for risk mitigation and remediation.
• Collaboration : Work closely with cross-functional teams, including data science, engineering, and security, to ensure secure AIML system development and deployment.
• Review AIML use cases and provide assurance / feedback / confirmation on feedback.
• Reasonable understanding on LLM security, Agentic and RAG security

Required Skills

Experience

Education

This job description highlights the key responsibilities and required skills for an AIML / GenAI Security Risk Assessment Specialist role. The focus is on validating reports, making final risk assessments, and providing recommendations for risk mitigation and remediation.