Sr Data Scientist Treasury Modeling

Citizens Financial Group

$124K — $165K *
Finance & Insurance
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Experience in Treasury modeling, risk management, forecasting, or pricing at a bank or consulting firm
  • Proficiency in Python, R, or similar analytical programming languages
  • Strong analytical and quantitative modeling skills
  • Experience with financial or risk model development and maintenance
  • Excellent communication skills for translating complex analysis into actionable business insights

Responsibilities

  • Develop and maintain models for balance sheet forecasting in Asset Liability Management
  • Build customer behavior models for attrition, origination, and prepayment of financial products
  • Create predictive models for market rates and macroeconomic variables related to ALM and CCAR
  • Partner with data science teams to deliver effective model solutions
  • Ensure robust model documentation for validation and governance purposes
  • Participate in periodic model reviews with risk management and validation teams
  • Monitor and enhance model performance with recommendations for recalibration or redevelopment

Benefits

  • Comprehensive medical, dental, and vision coverage
  • Retirement benefits
  • Maternity/paternity leave
  • Flexible work arrangements
  • Education reimbursement
  • Wellness programs
  • Paid time off that exceeds mandatory requirements
Full Job Description
Job Description

Job Summary:

This role develops, implements, and maintains ALM and CCAR/PPNR models. The position also provides guidance to functional leaders on model impacts and partners with Model Risk Management, Market Risk, and Internal Audit to support model governance and regulatory requirements.

Key Responsibilities:
  • Develop and maintain models supporting balance sheet forecasting for the Asset Liability Management group
  • Build customer behavior models for attrition, origination, and prepayment across deposit and loan products
  • Develop predictive models for market rates and macroeconomic variables related to ALM and CCAR
  • Partner with data science teams under leadership guidance to deliver model solutions
  • Create and maintain model documentation to support validation and governance processes
  • Collaborate with Model Risk Management, Model Validation, and Market Risk for periodic model reviews
  • Monitor model performance and recommend enhancements including overlays, recalibration, or redevelopment
  • Perform sensitivity testing, back testing, and fundamental driver analysis
  • Demonstrate understanding of related models including interest rate and term structure models
  • Propose improvements to loan and deposit modeling and challenge existing assumptions
  • Support development of forward-looking macroeconomic and interest rate views in partnership with Treasury
  • Provide analytical support for balance sheet and liquidity strategy decisions
  • Support initiatives including Balance Sheet Optimization, Funds Transfer Pricing, Mortgage Servicing Rights, CCAR, and DFAST
  • Prepare materials for Asset Liability Committee and senior management

Required Qualifications:
  • Experience applying statistical analysis in Treasury modeling, risk management, forecasting, or pricing within a bank or consulting firm
  • Proficiency in Python, R, or similar analytical programming languages
  • Strong analytical and quantitative modeling skills
  • Experience developing and maintaining financial or risk models
  • Strong communication skills with the ability to translate complex analysis into business insights

Preferred Qualifications:
  • Experience with prepayment models such as BlackRock, Black Knight, QRM, or ADCO
  • Experience with deposit models such as QRM or Novantas
  • Exposure to balance sheet management systems such as QRM, BancWare, or Empyrean
  • Familiarity with financial and economic data sources such as FRED, Bloomberg, or Economy.com
  • Progress toward Chartered Financial Analyst designation

Education:
  • Master's degree or PhD in Finance, Economics, Mathematics, Statistics, or related STEM field preferred


Pay Transparency

The salary range for this position is $124,000 - $165,000 per year, plus an opportunity to earn an annual discretionary bonus. Actual pay is based on various factors including but not limited to the budget, work location, and relevant skills and experience.

We offer competitive pay, comprehensive medical, dental and vision coverage, retirement benefits, maternity/paternity leave, flexible work arrangements, education reimbursement, wellness programs and more. Note, Citizens' paid time off policy exceeds the mandatory, paid sick or paid time-away policy of every local and state jurisdiction in the United States. For an overview of our benefits, visit https://jobs.citizensbank.com/benefits .

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