Metadata Analyst

Career Guide

A Metadata Analyst organizes and improves the information that describes data, documents, media, or products. They make content easier to find, understand, and govern by defining clear labels, rules, and quality checks across systems.

Browse All Roles

Key Responsibilities

Create and maintain metadata standards
Define naming conventions for fields and attributes
Build and manage controlled vocabularies
Support taxonomy design for search and browsing
Map metadata between systems during migrations
Audit metadata quality and completeness
Resolve metadata issues with data producers and system owners
Document business definitions for key terms
Support data catalog adoption and user training
Partner with governance teams on policy alignment
Monitor changes to metadata and track versions
Create reports on metadata quality metrics

Top Skills for Success

Attention to Detail

Stakeholder Communication

Problem Solving

Documentation

SQL

Data Profiling

Data Quality Management

Metadata Standards

Taxonomy Design

Controlled Vocabulary Management

Data Catalog Tools

Data Governance Fundamentals

Career Progression

Can Lead To

Senior Metadata Analyst

Data Governance Analyst

Data Quality Analyst

Data Steward

Data Catalog Manager

Transition Opportunities

Data Product Manager

Analytics Engineer

Data Engineer

Information Architect

Data Governance Manager

Common Skill Gaps

Often Missing Skills

Data ModelingAPI BasicsETL ConceptsMaster Data ManagementPrivacy ComplianceSearch Relevance TuningMetadata AutomationChange Management

Development SuggestionsStrengthen SQL and data profiling to spot quality issues quickly. Learn one leading data catalog tool well and practice writing clear definitions and standards. Build basic understanding of data pipelines, privacy rules, and how metadata flows across systems. Create a small portfolio that shows a glossary, a taxonomy, and a quality audit.

Salary & Demand

Median Salary Range

Entry LevelUSD 55,000 to 75,000

Mid LevelUSD 75,000 to 105,000

Senior LevelUSD 105,000 to 145,000

Growth Trend

Demand is steady and increasing as companies invest in data catalogs, search, analytics reliability, and AI readiness. Hiring is strongest in regulated industries and organizations modernizing their data platforms.

Companies Hiring

Major Employers

AccentureDeloitteIBMMicrosoftAmazonGoogleSalesforceJPMorgan ChaseBank of AmericaUnitedHealth GroupCVS HealthWalmart

Industry Sectors

Financial ServicesHealthcareInsuranceRetailEcommerceTechnologyMedia and EntertainmentGovernmentConsultingTelecommunications

Recommended Next Steps

Audit a sample dataset and produce a metadata quality report

Create a small business glossary with clear definitions and owners

Design a taxonomy for a set of documents or products

Learn SQL to an intermediate level and practice profiling tables

Get hands on with a data catalog tool using a trial or sandbox

Write a metadata standard document and a change process

Partner with a data governance group to learn real workflows

Update your resume with measurable outcomes such as reduced rework and improved findability