Model Monitoring, Analytics and Insights – Vice President Job at Citi (Bengaluru)

Model Monitoring, Analytics & Insights – Vice President

This position focuses on model performance monitoring, analytics, and insights f...

Location

India , Bengaluru

Salary:

Not provided

Citi

Expiration Date

Until further notice

Requirements

Advanced Degree (Bachelors required or Masters preferred) in Statistics, Computer Science, Operations Research, Economics
Strong programming (SAS, SQL, Python, etc.) skills
Understanding of traditional modeling processes (linear/ logistic regression, segmentation, decision tree) and machine learning algorithms (Random Forest, Gradient Boosting, XG Boost, SVM, etc.), time series, linear/nonlinear optimization
Strong understanding of relevant model metrics / KPIs & bring out insights on model performance tracking
Good communication skill to be able to articulate technical information verbally and in writing to both technical and non-technical audiences is a must
Extensive experience in model monitoring/validation, performance scorecards, etc. in Excel, Tableau, Cognos, etc.
Experience in developing optimal/ automated solution of reporting processes using SAS, Excel VBA, Tableau will be a plus
10+ Years of relevant experience in model analytics and insights
At least 7 years of extensive experience in model monitoring, generating business insights, analytical projects contributing business value
Experience in automating reporting processes would be a plus

Job Responsibility

Perform Root Cause Analysis explaining model performance to second line of defense and Policy teams for Business risk decisioning
Analyze & bring out Insights for Credit Risk Non-Regulatory Scoring/ Non-Scoring Segmentation models including performance assessment, drill down root cause analysis for performance deterioration, coming up with mitigation action providing rational for continued usage of the model without business impact
Present model performance to senior stakeholders, CROs, Risk Policy managers, Sponsors explaining the heath of the model, connecting model metrices to business scenarios explaining the breach in model performance
Explain model performance to second line (Model Risk Management) of defense providing rational of model performance deterioration (if any), explaining the applicability of the usage of the model
Respond to queries from 3rd Line of Defense (Internal and External Auditors) on model performance
Work effectively across cross functional teams - Development, Implementation, Policy, Validation and Governance teams - coordinating the horizontal model usage and maintenance activities
Perform analysis for benchmark models and other ad hoc analysis as required by business/validation teams
Develop knowledge and drive discussions on Model usage across channels, score range with Risk Strategy managers
Conduct QA/QC on all steps (e.g., input data, model output, etc.) required for model monitoring and production forecast reporting
Deliver comprehensive write-up of ongoing model performance assessment, Annual Model Review / Revalidation documents

What we offer

Global benefits supporting employee well-being, growth, and work-life balance

Fulltime

Assistant Vice President - Data Analytics

The Data Analytics AVP is a seasoned professional role. Applies in-depth discipl...

Location

India , Mumbai; Bengaluru

Salary:

Not provided

Citi

Expiration Date

Until further notice

Requirements

6+ years experience using tools for statistical modeling of large data sets
Ability to effectively use complex analytical, interpretive and problem solving techniques
Demonstrated interpersonal, verbal and written communication skills
BS/BA degree or equivalent combination of education/experience. Degree in Management Information Systems (MIS), Mathematics, Computer Science or Information Technology (IT) preferred
5 + years of experience in a related role with intermediate to advanced experience in SAS, SQL, Python and Tableau
Effective negotiation skills, a proactive and 'no surprises' approach in communicating issues and strength in sustaining independent views
Experience supporting a Consumer business in the financial sector is preferred
Strong interpersonal skills for interfacing with all levels of internal and external audit and management
Prior internal audit experience and/or statistical experience is a plus

Job Responsibility

Develops and supports Computer Assisted Audit Techniques and Tools (CAATTs) primarily using Python, SAS and SQL
Support Risk Based Audits and Issue Validation through independent testing of data sets across multiple platforms
Performs independent testing of business data extractions and segmentations for completeness, accuracy and applicability to internal audit testing and regulatory requirements
Test controls through the acquisition of data and information related to business processes, procedures, and database environments
Develops and supports reporting to monitor the risk environment and assesses emerging risks through the business monitoring process
Provides Management Information support including production and management of governance and regulatory reporting
Demonstrates strong judgment, political astuteness, and sensitivity to cultural diversity
Coordinates and contribute to the objectives of data science initiatives and overall business through leveraging in-depth understanding of how areas collectively integrate within the sub-function
Conducts strategic data analysis, identifies insights and implications and make strategic recommendations, develops data displays that clearly communicate complex analysis
Mines and analyzes data from various banking platforms to drive optimization and improve data quality

What we offer

Paid Parental Leave Policy
Financial well-being programs
Generous paid time off packages
Extensive on-the-job training and exposure to senior leaders
Volunteer opportunities

Fulltime

Non Trading Market Risk Management - Vice President

The BSM NTMR Snr Ld analyst will drive the production needs and lead various wor...

Location

India , Mumbai

Salary:

Not provided

Citi

Expiration Date

Until further notice

Requirements

6-10 years experience in Financial Services, Treasury, and bank global liquidity investment portfolio
Excellent Excel and PowerPoint skills for report building and presentations
Intermediate knowledge in debt investment securities and non-trading market risk such as FXRBB, commodity risk, private equity risk and CSRBB, QMMF and CCAR for Pensions, ATM/AFS portfolios, etc.
Intermediate understanding of regulatory, compliance, risk management and financial management, and data governance concerns
Intermediate understanding of Bank ALM, Capital, and Liquidity considerations
Intermediate experience in debt investment securities analytics, measurement, metrics and methodologies
Demonstrated ability to collaboratively solution complex and dynamic processes
Proven ability to work under pressure in ambiguous environments
Excellent oral and written communications skills
Previous experience interacting and working with Executive Leaders

Job Responsibility

Drive the production needs and lead various workstreams to develop, enhance, measure, and monitor 1st line Non-Trading Market Risk framework including Governance and Oversight, Metrics, Methodology, Measurement, Data and Infrastructure, Process and Controls, and Management for Commodity/Equity/CSRBB Framework, FXRBB, stress testing analytics relating to CCAR and QMMF for Citi's global Pensions, and AFS/HTM securities, and asset allocation design
Be a lead analyst to support the implementation of and contribute to BSM's process by providing key analytical insights across BSM functions with a primary focus on asset allocation, FXRBB, OCI stress testing analytics for (CCAR) and QMMF for pensions and AFS /HTM securities, Commodity/Equity/CSRBB risk
Provide leadership, market experience, and subject matter expertise for enhancing BSM's analytics and methodologies and establishing Citi's first-line NTMR management framework
Use subject matter expertise to aid senior leaders in aligning governance and management framework, procedures and controls for all legal entities that have OCI Risk, FX risk, commodity risk, credit spread risk in the Banking Book
Liaise with businesses, legal entity treasury, CTI and Markets Treasury, and Controllers teams to ensure both an understanding and the ability to manage other non-trading market risks
Support the team and assist Manager with remediation gap efforts in other non-trading market risk as required by Tier 1 regulations and help to remediate regulatory/audit self-identified issues concerning other non-trading market risks in the banking book and achieve target state framework
Interact with 2nd line FinCRO function, regulators, senior management and Non-Traded Market Risk governance committees
Provides advice and counsel related to the technology or operations of the business

Fulltime

Managing Vice President and Global Brand Leader, The Ritz-Carlton, Ritz-Carlton Reserve + Bulgari

Marriott International is seeking a dynamic and visionary Managing Vice Presiden...

Location

United States , Bethesda, MD or New York City, NY

Salary:

215775.00 - 401500.00 USD / Year

Marriott Bonvoy

Expiration Date

Until further notice

Requirements

4-year degree from an accredited university in Marketing, Business Administration, Hospitality Management or related major
14+ years of experience in brand management, marketing, or a senior leadership role within the luxury hospitality industry demonstrating progressive career growth and a pattern of exceptional performance
Proven track record of developing and executing successful brand strategies on a global scale
Deep understanding of luxury market trends, consumer behavior, and competitive landscape
Strong leadership and team management skills, with the ability to inspire and motivate global teams.

Job Responsibility

Develop and execute a comprehensive global brand strategy with clear short-term and long-term objectives for The Ritz-Carlton and The Ritz-Carlton Reserve brands
Ensure the brand's business model, positioning, and core proof points are well-defined and scalable
Leverage global consumer insights, market trends, and competitor analysis to refine brand positioning and initiatives
Approve global resources (frameworks, toolkits, and training materials) to enable continent teams to represent the brand effectively
Oversee the development and execution of communication plans, for the launch of new or refined brand programs and initiatives
Monitor brand health through financial and guest voice metrics, using analytics to drive continuous improvements
Oversee budget planning and ensure efficient allocation of resources to maximize brand investments
Collaborate with luxury leaders across continents to set and achieve performance targets
Act as the global brand ambassador at key industry events and conferences
Build and maintain strong relationships with key stakeholders, including continent leaders, owner groups, and industry influencers

What we offer

Marriott offers a bonus program
comprehensive health care benefits
401(k) plan with up to 5% company match
employee stock purchase plan at 15% discount
accrued paid time off (including sick leave where applicable)
life insurance
group disability insurance
travel discounts
adoption assistance
paid parental leave

Fulltime

Vice President of Engineering

Join a Series A–funded digital asset risk-management platform backed by Microsof...

Location

United Kingdom

Salary:

140000.00 - 170000.00 GBP / Year

Orbis Consultants

Expiration Date

Until further notice

Requirements

Languages & Backend: Python, Go (Golang), TypeScript
Strong understanding of distributed systems, microservices, API-driven architectures
Data & Analytics: AWS Redshift, Athena, DynamoDB, Snowflake (or equivalent cloud data warehouses)
Kafka, Kinesis, or other streaming/event platforms
Experience building large-scale ingestion and normalisation pipelines
Experience with analytics engines, scoring frameworks, and real-time compute
Cloud & Infrastructure: AWS preferred (EKS, Lambda, S3, IAM, CloudWatch, ECS)
CI/CD tooling, infrastructure-as-code, observability, monitoring, deployment pipelines
Experience operating highly available systems in production environments
Security, Compliance & Enterprise: Secure systems design, identity/auth workflows, audit trails

Job Responsibility

Engineering Leadership & Execution: Lead engineering teams across backend, frontend, SRE, data platforms, and risk analytics
Drive execution of the engineering roadmap, delivering secure, scalable enterprise software
Define engineering processes that promote iteration, performance, and predictable delivery in a remote-first environment
Architecture & Platform Direction: Own end-to-end evolution of platform architecture: ingestion pipelines, scoring engines, real-time compute, APIs, and integrations
Guide system design decisions that ensure resilience, scale, and extensibility amid growing regulatory and market complexity
Lead technical direction for enterprise deployments, POCs, and customer integrations
Data Infrastructure & Analytics: Scale the data platform to support broader asset coverage, higher throughput, and more sophisticated analysis
Develop advanced analytics capabilities including anomaly detection, cross-chain signals, and automated scoring models
Ensure data accuracy, quality, and resiliency across pipelines and computation layers
Emerging AI & Automation Capabilities: Introduce new automation, reporting, and workflow intelligence features

What we offer

Competitive salary + meaningful equity
Medical insurance (location dependent)
Fully remote + home office budget
Supported attendance at blockchain conferences
Opportunities to collaborate globally and shape emerging industry standards

Fulltime

Senior Vice President - Underwriter - (Structured Credit and Real Estate Underwriting)

The Senior Vice President position will hold a critical role within the Structur...

Location

India , Mumbai

Salary:

Not provided

Citi

Expiration Date

Until further notice

Requirements

13+ years of credit, portfolio management or product experience (preferably real estate underwriting or asset management) in a financial institution, rating agency, financial guarantor, or asset management firm
Experience in leading a team and in coaching and mentoring junior bankers
Excellent organizational skills, prioritizing capabilities, attention to detail, and the ability to complete assignments within required deadlines in a fast-paced environment
Ability to understand capital markets products and complex financing and product structures
Ability to provide strategic insights and strong sensitivity to macro and regulatory issues, and impact of such issues on the various Risk families, including operational and franchise risks
Pro-active disposition with ability to work autonomously and within a team
Typically deals with complex and variable issues with substantial potential impact, where development of an approach/taking of an action involves weighing various alternatives and balancing potentially conflicting needs
Requires good analytical skills in order to filter, prioritize and validate potentially complex material from multiple sources
Knowledge of wholesale loan (syndicated / bilateral) product and business, including an understanding of legal loan documentation, loan / funding mechanics, deal structure, funds flows, etc.
On track for internal Senior Credit Officer designation is a plus

Job Responsibility

Accountability for ensuring strong analysis of the assigned Real estate portfolio ensuring consistencies with industry leading practices and compliance with all internal risk policies, standards and procedures
Interface with and support bankers in underwriting requests for commercial credit extensions for new and existing clients with ownership responsibilities for sound credit decisions and compliance with internal procedures/credit risk policy guidelines and standards
Adoption of leading practices in credit analysis, underwriting, and monitoring, including the end-to-end underwriting process, from early origination discussions to development of credit approval memos, and senior approval forums
Supervise analysts and associates to perform periodic monitoring of the portfolio
Ensure maintenance of organized credit files for credit, regulatory, and compliance purposes and ensuring compliance with WCR policies and processes
Perform quality control of the approval memos to ensure accuracy and completeness of input
Ensures team monitors the ongoing compliance of assigned deals with the documented financing terms and conditions, portfolio performance and financial triggers and makes appropriate recommendations with the aim of identifying and mitigating credit risks
Ensure ongoing and timely feedback and coaching of junior team to sustain a strong credit culture and an unwavering commitment to excellence in analysis and execution
Provide support to Director and other senior team members, lead projects and initiatives in the wider team
Support the ICM Real Estate Underwriting Verticals (Citi Community Capital, CRE) on strategic initiatives/projects

What we offer

Global Benefits
Best-in-class benefits
Work-life balance

Fulltime

Vice President, Global Analytics & Data Science

The Vice President, Global Analytics & Data Science, will define, scale, and lea...

Location

United States , Las Vegas, NV; Austin, TX

Salary:

262028.00 - 486623.00 USD / Year

Aristocrat Gaming

Expiration Date

Until further notice

Requirements

15+ years of dynamic experience in analytics, data science, or data-driven transformation
5+ years in senior or executive leadership roles within analytics, data science, or data-driven transformation
Consistent record of defining and delivering enterprise analytics strategies that drive measurable business impact
Demonstrated experience building and scaling analytics and data science platforms
Expertise in AI/ML technologies, including predictive modeling, generative AI, and advanced analytics methodologies
Strong understanding of ML Ops practices, including model deployment, governance, monitoring, and lifecycle management
Experience leading global, cross-functional teams spanning analytics, data science, and engineering
Confirmed ability to collaborate effectively with product, technology, and commercial organizations to translate data and AI capabilities into business solutions
Excellent communication and storytelling skills — able to influence C-suite collaborators and translate sophisticated analytics and AI concepts into strategic insights
Strong familiarity with modern data and analytics stacks, cloud platforms (e.g., AWS, GCP, Azure, Snowflake), and visualization tools (e.g., Tableau, Power BI, Looker). (Sql knowledge, conceptual, not daily coding)

Job Responsibility

Define and implement an enterprise analytics strategy that enables a scalable, customer-facing Analytics-as-a-Service operating model
Establish service models, engagement patterns, prioritization frameworks, and success metrics that balance business demand, delivery capacity, and strategic value
Act as a senior advisor to business leaders and customers, setting clear expectations on scope, timelines, tradeoffs, and outcomes for analytics engagements
Building a long-term vision for analytics evolves the organization from reporting to insight-led decision enablement, including predictive and prescriptive modelling of data and responsible adoption of AI-powered analytics
Promote data storytelling as a core skill in the analytics team, making sure insights are clear, contextual, and ready for decision-making
Establish standards for visualization, narrative flow, and communication with executives across analytics outputs
Ensure analytics leaders and practitioners can turn complex analytical results into business-relevant stories that drive action at all organizational levels
Offer knowledgeable guidance on BI, analytics, and AI platforms, with a solid understanding of what high-quality, scalable analytics look like
Collaborate with data engineering and technology teams to ensure analytics platforms are reliable, user-friendly, and capable of supporting future growth
Define how AI-driven analytics (such as augmented analytics, natural language insights, and automation) can ethically improve scale, efficiency, and customer experience

What we offer

health, dental, and vision insurance
paid time off
401(k) plan with employer matching

Fulltime

New

Data Analytics Lead - Data Scientist - Vice President

The Data Analytics Lead / Data Scientist is a strategic professional who stays a...

Location

India , Chennai; Pune

Salary:

Not provided

Citi

Expiration Date

Until further notice

Requirements

10-15 years of relevant experience in Data Analytics, Data Science, or Advanced Analytics roles
Advanced proficiency in SQL and relational database concepts
Strong programming experience in Python (required)
PySpark preferred
Hands-on experience building and deploying machine learning models (supervised and unsupervised)
Experience with ML libraries such as scikit-learn, XGBoost, TensorFlow, or PyTorch
Strong knowledge of statistical modeling, feature engineering, and model validation techniques
Experience with BI tools such as Tableau or Power BI
Familiarity with MLOps practices (model deployment, monitoring, versioning) is strongly preferred
Experience working with large-scale enterprise or financial datasets

Job Responsibility

Integrates subject matter and industry expertise within a defined area
Contributes to data analytics standards around which others will operate
Applies in-depth understanding of how data analytics collectively integrate within the sub-function as well as coordinate and contribute to the objectives of the entire function
Employs developed communication and diplomacy skills are required in order to guide, influence and convince others, in particular colleagues in other areas and occasional external customers
Resolves occasionally complex and highly variable issues
Produces detailed analysis of issues where the best course of action is not evident from the information available, but actions must be recommended/ taken
Responsible for volume, quality, timeliness and delivery of data science projects along with short-term planning resource planning
Appropriately assess risk when business decisions are made, demonstrating particular consideration for the firm's reputation and safeguarding Citigroup, its clients and assets, by driving compliance with applicable laws, rules and regulations, adhering to Policy, applying sound ethical judgment regarding personal behavior, conduct and business practices, and escalating, managing and reporting control issues with transparency
Lead the design and execution of complex data analysis and AI/ML initiatives across large, structured, and unstructured datasets
Develop and deploy predictive, classification, clustering, and forecasting models to support business strategy and risk management

Fulltime

Model Monitoring, Analytics and Insights – Vice President

Citi

Location:
India , Bengaluru ▼
Mumbai

Category:
Finance

Contract Type:
Not provided

Salary:

Job Description:

Job Responsibility:

Requirements:

Nice to have:

Additional Information:

Job Posted:
March 04, 2026

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