Citigroup, Inc

Head of AI/ML Solutions & Client Intelligence, Senior Vice President

Citigroup, Inc$176K — $265K *
Finance & Insurance
8 - 10 years of experience
Job Overview by Ladders

Qualifications

  • 8+ years of technology experience in AI/ML, Data Science, and Financial Services Technology.
  • 5+ years leading engineering or data science teams.
  • Proven track record of delivering AI solutions in production environments.
  • Experience collaborating directly with executives and business stakeholders.

Responsibilities

  • Define and execute AI and machine learning strategic roadmap for client platforms.
  • Build solutions to improve client acquisition, retention, and cross-selling.
  • Develop predictive models for revenue forecasting and client relationship management.
  • Lead end-to-end delivery of AI applications from concept to production.
  • Collaborate with senior leaders to address business challenges with data-driven solutions.

Benefits

  • Comprehensive medical, dental, and vision coverage.
  • 401(k) savings plan with company match.
  • Life, accident, and disability insurance options.
  • Generous paid time off policies including vacation and sick leave.
  • Wellness programs to support employee health and well-being.
Full Job Description
Senior Vice President (SVP) - Head of AI/ML Solutions & Client Intelligence

Citi is seeking an experienced and visionary technology leader to lead the development and delivery of next-generation Artificial Intelligence (AI), Machine Learning (ML), and Advanced Analytics solutions supporting Institutional Sales, Investment Banking, Corporate Banking, Treasury & Trade Solutions, Investor Services, Issuer Services, Prime Finance, and Investment Research.

This leader will drive the AI strategy and execution for Citi's Customer Relationship Management (CRM), Revenue Analytics, Client Profitability, Client Intelligence, and Relationship Management platforms. The role combines AI/ML leadership, data science, software engineering, business partnership, and people management to deliver measurable business outcomes that enhance client engagement, revenue growth, productivity, and profitability.

The successful candidate will lead a team of engineers and data scientists while partnering closely with Sales, Banking, Relationship Managers, Research Analysts, Product Managers, and Technology leaders across the organization.

Key Responsibilities
AI & Data Science Leadership
  • Define and execute the strategic roadmap for AI, Machine Learning, Generative AI, and advanced analytics capabilities across Citi's client and revenue management platforms.
  • Build intelligent solutions that improve client acquisition, retention, wallet-share growth, cross-selling opportunities, and relationship effectiveness.
  • Develop predictive models for:
    • Client revenue forecasting
    • Client profitability optimization
    • Client churn and retention analysis
    • Coverage optimization
    • Relationship intelligence
    • Next-best-action recommendations
    • Opportunity identification
  • Implement Generative AI and Agentic AI solutions to enhance banker, salesperson, relationship manager, and research analyst productivity.


Client Intelligence & Analytics
  • Design and deliver advanced client intelligence solutions that leverage:
    • CRM interaction data
    • Call reports
    • Client feedback surveys
    • Research consumption data
    • Market and pricing data
    • Transaction and revenue data
    • External and alternative data sources
  • Develop business intelligence capabilities that provide a comprehensive view of client relationships, engagement patterns, and growth opportunities.
  • Build advanced recommendation engines and knowledge discovery capabilities that surface actionable insights to front-office teams.
Technology Leadership
  • Lead end-to-end delivery of AI-powered applications from ideation through production.
  • Establish scalable AI/ML platforms, MLOps practices, and model governance frameworks.
  • Drive architecture decisions across:
    • Data engineering
    • Data integration
    • Machine learning platforms
    • Cloud and distributed computing
    • Real-time analytics
    • API and microservices architectures
  • Ensure solutions meet Citi's standards for security, compliance, model governance, resilience, and operational excellence.


Forward-Deployed Engineering & Business Partnership
  • Function as a strategic technology advisor to business stakeholders.
  • Collaborate directly with senior leaders across Sales, Banking, Research, Treasury, Investor Services, Issuer Services, and Prime Finance.
  • Translate business challenges into data-driven solutions and measurable outcomes.
  • Drive rapid experimentation and deployment of AI capabilities aligned with strategic business priorities.
Team Leadership
  • Lead, mentor, and develop a high-performing team of approximately 6 engineers and data scientists.
  • Foster a culture of innovation, accountability, continuous learning, and engineering excellence.
  • Build organizational AI capabilities and promote adoption of emerging technologies across the business.


Qualifications
Required Experience
  • 8+ years of technology experience, including:
    • AI/ML and Data Science
    • Enterprise Application Development
    • Data Engineering
    • Analytics Platforms
    • Financial Services Technology
  • 5+ years leading engineering and/or data science teams.
  • Demonstrated experience delivering AI solutions in production environments.
  • Experience partnering directly with business stakeholders and executive leadership.

Technical Skills

AI / Machine Learning
  • Machine Learning, Deep Learning, NLP, LLMs, Generative AI
  • Predictive Analytics
  • Recommendation Systems
  • Knowledge Graphs
  • Retrieval-Augmented Generation (RAG)
  • Agentic AI Architectures
  • Model Evaluation and Governance

Programming & Engineering
  • Python
  • Java and/or .NET
  • SQL
  • Spark
  • Distributed Data Processing
  • REST APIs
  • Microservices Architecture

Data & Analytics
  • Data Modeling
  • Data Warehousing
  • Data Integration
  • ETL/ELT Frameworks
  • Streaming Technologies
  • Data Governance
  • Master Data Management
  • Business Intelligence Platforms


DevOps & MLOps
  • CI/CD Pipelines
  • GitHub
  • Kubernetes
  • Docker
  • Infrastructure as Code
  • Model Monitoring
  • Feature Stores
  • MLOps Frameworks

Domain Expertise

Strong understanding of one or more of:
  • Institutional Sales
  • Investment Banking
  • Corporate Banking
  • Treasury & Trade Services
  • Investor Services
  • Issuer Services
  • Prime Finance
  • Capital Markets
  • Investment Research
  • Relationship Management
  • Client Coverage Models

Leadership Competencies
  • Strategic Thinker
  • Technology Visionary
  • Business Outcome Focused
  • Strong Executive Presence
  • Data-Driven Decision Maker
  • Exceptional Communication Skills
  • Talent Developer and Coach
  • Collaborative Partner Across Business and Technology

Success Measures

Within the first 12-24 months, this leader will:
  • Establish Citi's AI roadmap for client intelligence and relationship management platforms.
  • Deliver AI-powered client intelligence and revenue growth capabilities.
  • Improve banker and salesperson productivity through intelligent workflow automation.
  • Enhance client profitability and coverage effectiveness through predictive analytics.
  • Operationalize Generative AI solutions within CRM and client engagement platforms.
  • Build a scalable AI engineering and MLOps foundation supporting enterprise growth.


Job Family Group:
Technology

Job Family:
Applications Development

Time Type:
Full time

Primary Location:
Jersey City New Jersey United States

Primary Location Full Time Salary Range:
$176,720.00 - $265,080.00

In addition to salary, Citi's offerings may also include, for eligible employees, discretionary and formulaic incentive and retention awards. Citi offers competitive employee benefits, including: medical, dental & vision coverage; 401(k); life, accident, and disability insurance; and wellness programs. Citi also offers paid time off packages, including planned time off (vacation), unplanned time off (sick leave), and paid holidays. For additional information regarding Citi employee benefits, please visit citibenefits.com. Available offerings may vary by jurisdiction, job level, and date of hire.

Most Relevant Skills
Please see the requirements listed above.

Other Relevant Skills
For complementary skills, please see above and/or contact the recruiter.

Anticipated Posting Close Date:
Aug 16, 2026

Automated Processing and AI

We use automated processing, including artificial intelligence, for our legitimate business interests (or our reasonable and appropriate business purposes) to identify and align the candidate's skills and abilities with a specific job opening. Additionally, if you so choose, or consent, we can match your skills and abilities to other suitable roles at Citi.

Importantly, all our hiring processes and decisions, including determining your suitability for a role, are conducted, checked, and decided by individuals. Our automated processing and AI do not involve relying on automatic or autonomous decision-making. Please refer to any Jurisdictional Considerations, with specific provisions for your country (where relevant) for further details.

Illinois residents - AI Notice and Right

About Citigroup, Inc

Citigroup is a financial services holding company that provides financial products and services. The company operates through two segments, Global Consumer Banking (GCB) and Institutional Clients Group (ICG). The GCB segment offers traditional banking services to retail customers through retail banking, commercial banking, Citi-branded cards, and Citi retail services. The ICG segment offers various banking, and financial products and services to corporate, institutional, public sector, and high-net-worth clients. This segment provides wholesale banking products and services, including fixed-income and equity sales and trading, foreign exchange, prime brokerage, derivative services, equity and fixed-income research, corporate lending, investment banking, and advisory services, private banking, cash management, trade finance, and securities services. Citi is committed to sustainability and social responsibility, and the company invests in initiatives that promote economic progress.

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Learn more about Citigroup, Inc
Market Cap
$1.3 billion
Industry
Net Income
$89.6 million
Founded
1812
5 Year Trend
+4.6%
NASDAQ

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