VP – Sr. AI/ML Model Validator - Mumbai/Bangalore

Whether you’re at the start of your career or looking to discover your next adventure, your story begins here.  At Citi, you’ll have the opportunity to expand your skills and make a difference at one of the world’s most global banks.  We’re fully committed to supporting your growth and development from the start with extensive on-the-job training and exposure to senior leaders, as well as more traditional learning.  You’ll also have the chance to give back and make a positive impact where we live and work through volunteerism.

Shape your Career with Citi

Citi’s Risk Management organization oversees risk-taking activities and assesses risks and issues independently of the front line units.  We establish and maintain the enterprise risk management framework that ensures the ability to consistently identify, measure, monitor, control and report material aggregate risks.

We’re currently looking for a high caliber professional to join our team as Vice President, Sr. AI/ML Model Risk Validator (Internal Job Title: Model Validation 2nd LOD Lead Analyst - C13) based in Mumbai or Bangalore, India.  Being part of our team means that we’ll provide you with the resources to meet your unique needs, empower you to make healthy decision and manage your financial well-being to help plan for your future.  For instance:

• Citi provides programs and services for your physical and mental well-being including access to telehealth options, health advocates, confidential counseling and more. Coverage varies by country.
• We believe all parents deserve time to adjust to parenthood and bond with the newest members of their families. That’s why in early 2020 we began rolling out our expanded Paid Parental Leave Policy to include Citi employees around the world.
• We empower our employees to manage their financial well-being and help them plan for the future.
• Citi provides access to an array of learning and development resources to help broaden and deepen your skills and knowledge as your career progresses.
• We have a variety of programs that help employees balance their work and life, including generous paid time off packages.
• We offer our employees resources and tools to volunteer in the communities in which they live and work. In 2019, Citi employee volunteers contributed more than 1 million volunteer hours around the world.

The Risk Analytics, Modeling, and Validation role focuses on developing, enhancing, and validating methodologies for measuring and analyzing various types of risks, including market, credit, and operational risks. The AI Non-Model Risk Review Team within Model Risk Management (MRM) is seeking a Senior Validator to join its dynamic and innovative team. This team is responsible for managing model risk associated with AI Non-Model Objects across Citi’s diverse lines of business. The portfolio includes a mix of AI models, with a strong emphasis on Generative AI.

This is an individual contributor role that involves validating Generative AI models and developing MRM's Generative AI Use Cases. The position offers a unique opportunity to shape the future of AI risk management within Citi while working at the intersection of cutting-edge technology and risk management.

In this role, you’re expected to:

• Manage a portfolio of Generative AI and Natural Language Processing (NLP) models, with a focus on operational efficiency and process automation. Perform model validations, annual reviews, ongoing monitoring, model limitation remediation, and supervisory/peer reviews for the assigned portfolio.
• Evaluate both technical and functional aspects of Generative AI and NLP models, including model assumptions, conceptual soundness, mathematical formulation, calibration, and performance. Assess the functional application of these models for regulatory and business purposes.
• Conduct in-depth reviews of model development documentation, identify shortcomings, execute validation tests, and communicate findings to senior stakeholders. Prepare comprehensive validation reports and manage model risk on an ongoing basis.
• Conduct research on emerging techniques in Generative AI, NLP, and machine learning to ensure the team remains at the forefront of innovation. Develop model validation guidelines and testing playbooks to standardize best practices.
• Present validation findings and recommendations to senior management and other stakeholders, ensuring clear communication of complex technical concepts to non-technical audiences.
• Collaborate with cross-functional teams to develop and implement Generative AI solutions, driving innovation and operational excellence. Contribute to the development of Generative AI Use Cases for Model Risk Management.
• Provide leadership through mentorship and coaching of junior team members, fostering their technical and professional growth.

As a successful candidate, you’d ideally have the following skills and exposure:

• Over-all industry experience of at least 6+ years,  4+ years of which should be specific experience in AI/ML model development, validation, or implementation, with a strong focus on Natural Language Processing (NLP).
• Hands-on experience with Generative AI models, including development, implementation, Retrieval-Augmented Generation (RAG), and prompt engineering, is highly desirable.
• Advanced programming skills in Python, with proficiency in data analysis, interpretation, and visualization.
• Deep understanding of model risk management frameworks and regulatory requirements, with the ability to apply these principles effectively in practice.
• Proven ability to manage multiple projects simultaneously, demonstrating strong organizational and project management skills.
• Strong communication skills, with the ability to articulate complex technical findings to non-technical stakeholders and senior management in a clear and concise manner.
• Demonstrated ability to learn and apply new techniques in AI/ML, particularly in Generative AI and NLP.

Education:

• Master’s or Ph.D. degree in a quantitative field such as AI/ML, NLP,  Computer Science, Data Science, Statistics, Mathematics, Finance, or a related discipline.

Working at Citi is far more than just a job. A career with us means joining a family of more than 230,000 dedicated people from around the globe. At Citi, you’ll have the opportunity to grow your career, give back to your community and make a real impact.

Take the next step in your career, apply for this role at Citi today

https://jobs.citi.com/dei