Senior Manager, Data Science - Model and Script Enhancement (mase) Compliance

Capital One Capital One · Banking · Richmond, VA +1

Senior Manager role focused on assessing compliance risk in models and scripts within a financial institution. The role involves owning and driving the assessment process for computer code reviews (CoDIR), identifying high compliance risk scripts, and preparing/reporting assessment results. It also involves identifying opportunities to leverage GenAI for process improvement and automation. Requires a strong background in data analytics, machine learning, and relational databases, with preferred experience in banking regulatory compliance.

What you'd actually do

  1. Own and drive the assessment process over computer code (script) reviews - Code Design Intent Review (CoDIR). CoDIR is designed to evaluate the regulatory requirements the script is intended to effectuate and whether the script, as designed, meets that regulatory intent and to report the result of the assessment to the script owner.
  2. Own and execute the methodology for identifying high compliance risk scripts
  3. Monitor the Script Governance Inventory to identify high compliance risk scripts as candidates for CoDIR review
  4. Prepare CODIR assessments and report results.
  5. Execute CODIRs on scripts identified through the model risk assessment process; referred by the Compliance testing program or other channels

Skills

Required

  • Bachelor's Degree in a quantitative field or equivalent experience
  • 7 years of experience performing data analytics
  • 2 years of experience leveraging open source programming languages for large scale data analysis
  • 2 years of experience working with machine learning
  • 2 years of experience utilizing relational databases

Nice to have

  • Master's Degree in a quantitative field or MBA with a quantitative concentration
  • PhD in a quantitative field
  • 5 years of experience in Python, SQL and Java
  • 5 years of experience with machine learning
  • Banking regulatory compliance experience

What the JD emphasized

  • Banking regulatory compliance experience