Data Governance Analyst

Career Guide

A Data Governance Analyst helps an organization manage data as a reliable business asset. The role focuses on clear data rules, consistent definitions, strong data quality, and compliant handling of sensitive information so teams can trust and safely use data.

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Key Responsibilities

Document data policies, standards, and guidelines
Maintain a business glossary with clear data definitions
Support data ownership and accountability across teams
Help define and monitor data quality rules and thresholds
Track and follow up on data issues through to resolution
Support data classification and sensitive data handling practices
Assist with access controls and data usage approvals
Contribute to data lineage documentation and data flow mapping
Prepare governance reports and metrics for stakeholders
Support audits and compliance evidence collection

Top Skills for Success

Stakeholder Communication

Requirements Gathering

Process Documentation

Attention to Detail

Data Governance Fundamentals

Data Privacy Awareness

Risk Awareness

Data Quality Management

Data Cataloging

Business Glossary Management

Data Lineage Documentation

SQL

Career Progression

Can Lead To

Senior Data Governance Analyst

Data Governance Lead

Data Steward

Data Quality Manager

Data Product Manager

Transition Opportunities

Data Analyst

Analytics Engineer

Data Management Consultant

Privacy Analyst

Information Security Analyst

Common Skill Gaps

Often Missing Skills

Data Lineage DocumentationBusiness Glossary ManagementData CatalogingSQLData Quality ManagementData Privacy AwarenessAccess Management

Development SuggestionsBuild a small governance portfolio using a sample dataset. Create a business glossary, define quality checks, document lineage, and write a short policy for access and retention. Pair this with basic SQL practice and experience using a data catalog tool.

Salary & Demand

Median Salary Range

Entry LevelUSD 65,000 to 85,000

Mid LevelUSD 85,000 to 115,000

Senior LevelUSD 115,000 to 145,000

Growth Trend

Steady growth as companies expand analytics and AI, tighten privacy requirements, and invest in data quality and standardization.

Companies Hiring

Major Employers

AccentureDeloittePwCKPMGIBMMicrosoftAmazonJPMorgan ChaseBank of AmericaUnitedHealth GroupCVS HealthWalmart

Industry Sectors

Financial ServicesHealthcareInsuranceRetailTechnologyTelecommunicationsGovernmentManufacturingEnergy

Recommended Next Steps

Learn core governance concepts and common operating models

Practice SQL to validate definitions and test data quality rules

Create a business glossary for a familiar domain such as sales or customer data

Draft simple data standards for naming, definitions, and handling sensitive fields

Track data issues in a structured log and report progress with basic metrics

Get exposure to a data catalog tool through a trial or training environment

Partner with privacy or security teams to understand access and classification expectations