Quant Analytics Executive Director - Card Data Analytics

JPMorgan Chase JPMorgan Chase · Banking · New York, NY +1 · Consumer & Community Banking

Lead an analytics function focused on customer lending journeys, product strategy, and risk-adjusted economics. Build orchestration frameworks for 'next best action' and 'next best product' recommendations, drive product economics, define modeling strategy for various predictive models, and scale experimentation. The role emphasizes data-driven decisioning, personalization, and responsible use of advanced analytics within a regulated financial environment.

What you'd actually do

  1. Lead the Lending and Installment Analytics team to deliver insights and decisioning that optimize portfolio growth, customer value, and credit performance across installment and revolving lending
  2. Build orchestration frameworks that unify channel, product, and lifecycle decisioning to enable consistent “next best action” and “next best product” recommendations across key touchpoints
  3. Translate customer journey insights into product strategy by mapping end-to-end journeys (origination through retention) and identifying friction, drop-offs, and value moments
  4. Partner with Product, Marketing, Risk, Finance, and Operations to set a shared analytics vision and deliver against strategic priorities across growth, engagement, losses, economics, and customer experience
  5. Drive product economics and financial modeling, including contribution margin, cohort economics, lifetime value, loss forecasting, and sensitivity analysis to inform investment decisions

Skills

Required

  • analytics
  • data science
  • quantitative strategy
  • lending
  • credit
  • consumer financial products
  • leadership
  • talent development
  • portfolio growth
  • credit performance
  • data-driven decisioning
  • customer lifecycle
  • customer journey insights
  • product strategy
  • prioritized roadmaps
  • measurable outcomes
  • experimentation design
  • causal measurement
  • hypothesis development
  • test design
  • evaluation
  • product economics models
  • contribution margin
  • cohort economics
  • lifetime value
  • loss forecasting
  • investment decisions
  • cross-functional partnership
  • Product
  • Marketing
  • Risk
  • Finance
  • Operations
  • executive communication
  • structured tradeoffs
  • clear recommendations
  • crisp storytelling
  • data grounding
  • model governance
  • model monitoring
  • responsible use
  • analytics in regulated environments

Nice to have

  • next best action
  • personalization decisioning
  • multiple channels
  • servicing touchpoints
  • real-time decisioning systems
  • optimization approaches
  • measurement frameworks
  • incremental impact
  • modernizing analytics reporting
  • self-service insights
  • standardized metrics
  • dashboards
  • Advanced degree
  • statistics
  • economics
  • computer science
  • engineering
  • mathematics

What the JD emphasized

  • 8+ years of experience in analytics, data science, or quantitative strategy roles within lending, credit, or consumer financial products
  • 5+ years of experience leading and developing high-performing analytics teams, including people leadership and talent development
  • Working knowledge of model governance, monitoring, and responsible use expectations for analytics in regulated environments

Other signals

  • customer journeys
  • product strategy
  • risk-adjusted economics
  • data-driven decisioning
  • advanced analytics
  • next best action
  • next best product
  • propensity models
  • uplift models
  • eligibility models
  • lifecycle behavior models
  • experimentation
  • attribution
  • incrementality
  • decision engines
  • real-time personalization
  • model risk management