Manager, Data Science - Model and Script Enhancement Compliance

Capital One Financial

Confirmed live yesterday High trust

Quick summary

Work type
On-site
Location
Richmond, VAMcLean, VA
Salary
$197,300–$225,100 / yr
Posted
85 days ago
Freshness
Confirmed live yesterday

Market check

Salary context

Competitive pay

How this pay compares to similar roles

Similar $205k
This role $211k
$152k most similar roles pay here $259k

This role pays more than 55% of similar roles. Most pay $162,000–$248,687 — the shaded band above. At the midpoint, this role pays about $211k versus about $205k for comparable roles.

Based on 240 similar postings.

Employer

About Capital One Financial

Capital One Financial is a bank holding company specializing in credit cards, auto loans, banking, and savings products, known for its data-driven approach to consumer and commercial finance. Industry: Financial Services & Banking

Capital One Financial currently has 998 open roles on FindRole.

Listed pay typically runs $197,300–$225,100 across 992 roles with salary data.

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View all roles at Capital One Financial

At a glance

TL;DR · Manager, Data Science - Model and Script Enhancement Compliance

Manager, Data Science - Model and Script Enhancement (MASE) Compliance joins the Compliance and Ethics Organization to manage regulatory compliance risk through assessment and advice. In this role, you will own and drive the Code Design Intent Review process, which evaluates whether computer code scripts meet specific regulatory requirements. You will monitor the Script Governance Inventory to identify high-risk items, perform assessments on scripts referred by testing programs or other channels, and report results to owners. The work involves identifying opportunities to leverage GenAI for automation and process improvement. Required skills include experience with machine learning, relational databases, and open source programming languages. Preferred qualifications include proficiency in Python, SQL, and Java, along with specific expertise in banking regulatory compliance. You will solve complex problems regarding the alignment of technical scripts with mandatory regulatory standards.

What you'll do

  • Own and drive the assessment process for Code Design Intent Review (CoDIR) over computer code scripts.
  • Evaluate whether script designs meet specific regulatory requirements and report results to owners.
  • Execute a methodology to identify scripts with high compliance risks.
  • Monitor the Script Governance Inventory to identify candidates for CoDIR review.
  • Perform CoDIR assessments on scripts identified through model risk assessments or compliance testing programs.
  • Identify opportunities to use GenAI and other technologies to improve process automation.
  • Advise the business on how to manage identified compliance risks in models and scripts.

What we're looking for

  • A Bachelor's degree in a quantitative field plus 6 years of data analytics experience, or a Master's/MBA with 4 years of experience, or a PhD with 1 year of experience.
  • At least 1 year of experience leveraging open source programming languages for large scale data analysis.
  • At least 1 year of experience working with machine learning.
  • At least 1 year of experience utilizing relational databases.
  • At least 4 years of experience in Python, SQL, and Java.
  • At least 4 years of experience with machine learning.
  • Experience in banking regulatory compliance.
  • Familiarity with coding logic and building/validating models.

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