Regulatory Data Standards Manager

Career Guide
A Regulatory Data Standards Manager defines and maintains the data rules, definitions, and formats used to meet regulatory reporting requirements. The role coordinates across compliance, technology, risk, and business teams to ensure regulatory data is accurate, consistent, traceable, and ready for audits and examinations.

Key Responsibilities

  • Define regulatory data standards and data definitions for reporting
  • Maintain a controlled glossary of regulatory terms and metrics
  • Set data quality rules and acceptance criteria for regulatory datasets
  • Create data lineage documentation from source systems to reports
  • Translate new regulations into clear data requirements
  • Partner with technology teams to implement standards in data platforms
  • Run governance routines for change control and approvals
  • Coordinate issue management for regulatory data defects
  • Prepare evidence for audits and regulator inquiries
  • Train stakeholders on standards and correct data usage

Top Skills for Success

Regulatory Reporting Knowledge
Data Governance
Data Standards Design
Data Quality Management
Data Lineage Documentation
Metadata Management
Requirement Gathering
Stakeholder Management
Risk Management
Change Management
Policy Writing
Data Analysis

Career Progression

Can Lead To
Regulatory Reporting Manager
Data Governance Manager
Data Quality Manager
Risk Data Manager
Compliance Data Manager
Transition Opportunities
Head of Data Governance
Director of Regulatory Reporting
Director of Data Management
Chief Data Officer
Operational Risk Director

Common Skill Gaps

Often Missing Skills
Practical Data LineageData Quality Rule WritingRegulatory Issue ManagementData Control DesignMetadata Tool ProficiencyOperating Model Design
Development SuggestionsBuild a portfolio of standards artifacts such as a data dictionary, quality rules, and lineage maps. Practice turning a regulation update into measurable data requirements. Learn a metadata management tool and create a simple workflow for approvals and change control. Partner with reporting teams to understand how data issues surface in production and how evidence is assembled for reviews.

Salary & Demand

Median Salary Range
Entry LevelUSD 90,000 to 120,000
Mid LevelUSD 120,000 to 160,000
Senior LevelUSD 160,000 to 220,000
Growth Trend
Growing steadily due to increased regulatory scrutiny, more complex reporting requirements, and continued investment in data governance and data quality.

Companies Hiring

Major Employers
JPMorgan ChaseBank of AmericaCitigroupWells FargoGoldman SachsMorgan StanleyHSBCBarclaysUBSDeutsche BankBlackRockState StreetBNYFidelityVanguardDeloittePwCEYKPMGAccenture
Industry Sectors
Retail BankingInvestment BankingAsset ManagementInsuranceFintechFinancial Market InfrastructureProfessional ServicesRegulatory Technology

Recommended Next Steps

1
Review key regulatory reporting topics relevant to your target sector
2
Create a sample regulatory data dictionary with clear definitions and ownership
3
Draft a data quality ruleset for a reporting dataset and define thresholds
4
Document an end to end lineage example from source to report output
5
Learn a metadata management tool used in your market
6
Strengthen communication skills by presenting standards to mixed audiences
7
Align your resume to highlight governance outcomes, audit readiness, and issue reduction