Data Standards Manager

Career Guide

A Data Standards Manager sets the rules for how data is defined, named, structured, and shared across an organization. The goal is to make data consistent and trustworthy so teams can report, analyze, integrate systems, and build products with fewer errors and less rework.

Browse All Roles

Key Responsibilities

Define and maintain data standards for key business domains
Create clear definitions for common business metrics and fields
Set naming conventions for data elements and data assets
Partner with business and technical teams to align on standard terms
Govern changes to standards through reviews and approval workflows
Publish standards in an accessible, searchable format
Measure adoption and compliance across teams and systems
Support data integration by enforcing common identifiers and reference data
Train teams on how to apply standards in daily work
Work with data owners to resolve definition conflicts and duplicates
Coordinate with security and privacy teams to ensure standards support safe use
Lead continuous improvement based on user feedback and audit findings

Top Skills for Success

Stakeholder Management

Clear Writing

Facilitation

Change Management

Process Design

Data Governance

Data Standardization

Business Glossary Management

Data Dictionary Management

Metadata Management

Master Data Management

Data Quality Management

Data Modeling

SQL

Data Lineage

Data Catalog Tools

Requirements Gathering

Policy Development

Career Progression

Can Lead To

Data Governance Lead

Data Governance Manager

Data Management Manager

Enterprise Data Architect

Master Data Management Lead

Analytics Governance Manager

Transition Opportunities

Product Manager for Data Platforms

Program Manager for Data Transformation

Data Strategy Manager

Data Privacy Manager

Risk and Compliance Manager

Common Skill Gaps

Often Missing Skills

Metadata ManagementData LineageMaster Data ManagementData Catalog ToolsData ModelingChange ManagementPolicy Development

Development SuggestionsBuild strength in one data catalog platform, practice writing clear standard definitions, and lead a small standards rollout from draft to adoption. Pair technical foundations like SQL and data modeling with facilitation skills to handle disagreements and drive alignment.

Market Intelligence Report

Data Standards Manager is part of the Data Governance category.Explore our market intelligence report to see how AI and hiring demand are shifting for these roles.

See the market intelligence report

Salary & Demand

Median Salary Range

Entry LevelUSD 95,000 to 125,000

Mid LevelUSD 125,000 to 160,000

Senior LevelUSD 160,000 to 210,000

Growth Trend

Growing steadily. Demand is driven by cloud migrations, analytics adoption, data sharing across teams, and stronger expectations for reporting accuracy and governance.

Companies Hiring

Major Employers

AccentureDeloittePwCKPMGIBMMicrosoftGoogleAmazonOracleSalesforceJPMorgan ChaseBank of AmericaUnitedHealth GroupCVS HealthWalmartTarget

Industry Sectors

Financial ServicesHealthcareInsuranceRetailEcommerceTechnologyTelecommunicationsManufacturingEnergyPublic SectorConsulting

Recommended Next Steps

Audit one business domain and document the top 50 data elements with agreed definitions

Create a simple standards template for naming conventions and field definitions

Stand up a lightweight change control process with clear owners and review steps

Implement a basic adoption scorecard and review it monthly with stakeholders

Gain hands-on experience with a data catalog tool using a sample dataset

Partner with a data quality team to link standards to key data checks

Update your resume with measurable outcomes such as reduced duplicate fields and improved reporting consistency