Metadata and Business Glossary Management * Work with stakeholders to define, document, and maintain business terms, data definitions, and contextual metadata for structured and unstructured data ...
Metadata and Business Glossary Management * Work with stakeholders to define, document, and maintain business terms, data definitions, and contextual metadata for structured and unstructured data ...
Metadata and Business Glossary Management * Work with stakeholders to define, document, and maintain business terms, data definitions, and contextual metadata for structured and unstructured data ...
Metadata and Business Glossary Management * Work with stakeholders to define, document, and maintain business terms, data definitions, and contextual metadata for structured and unstructured data ...
Metadata and Business Glossary Management * Work with stakeholders to define, document, and maintain business terms, data definitions, and contextual metadata for structured and unstructured data ...
Metadata and Business Glossary Management * Work with stakeholders to define, document, and maintain business terms, data definitions, and contextual metadata for structured and unstructured data ...
Metadata and Business Glossary Management * Work with stakeholders to define, document, and maintain business terms, data definitions, and contextual metadata for structured and unstructured data ...
Metadata and Business Glossary Management * Work with stakeholders to define, document, and maintain business terms, data definitions, and contextual metadata for structured and unstructured data ...
Metadata and Business Glossary Management * Work with stakeholders to define, document, and maintain business terms, data definitions, and contextual metadata for structured and unstructured data ...
Metadata and Business Glossary Management * Work with stakeholders to define, document, and maintain business terms, data definitions, and contextual metadata for structured and unstructured data ...
Metadata and Business Glossary Management * Work with stakeholders to define, document, and maintain business terms, data definitions, and contextual metadata for structured and unstructured data ...
Metadata and Business Glossary Management * Work with stakeholders to define, document, and maintain business terms, data definitions, and contextual metadata for structured and unstructured data ...
Metadata and Business Glossary Management * Work with stakeholders to define, document, and maintain business terms, data definitions, and contextual metadata for structured and unstructured data ...
Metadata and Business Glossary Management * Work with stakeholders to define, document, and maintain business terms, data definitions, and contextual metadata for structured and unstructured data ...
Product Manager
Austin, TX · On-site
Take ownership of metadata products and solutions and lead them to success based on key metrics like customer experience score and revenue growth * Collaborate with sales and solutions architects to ...
Product Manager
Austin, TX · On-site
Take ownership of metadata products and solutions and lead them to success based on key metrics like customer experience score and revenue growth * Collaborate with sales and solutions architects to ...
Data Architect
$63.25 - $81.50/hr
Metadata Analyst - 1 Metadata analyst with experience supporting data governance, metadata onboarding, lineage, glossary, and catalog initiatives. Skilled in partnering with business and technical ...
Data Architect
$63.25 - $81.50/hr
Metadata Analyst - 1 Metadata analyst with experience supporting data governance, metadata onboarding, lineage, glossary, and catalog initiatives. Skilled in partnering with business and technical ...
Information Architect - Data Governance COE
Dallas, TX · On-site +1
$59.50 - $76.75/hr
Confirm and document prioritized metadata elements for key business processes and ensure alignment with governance standards. * Identify simplification opportunities--reduce redundancy, converge ...
Information Architect - Data Governance COE
Dallas, TX · On-site +1
$59.50 - $76.75/hr
Confirm and document prioritized metadata elements for key business processes and ensure alignment with governance standards. * Identify simplification opportunities--reduce redundancy, converge ...
Metadata Management & Data Governance Enablement * Serve as an authority for metadata and business glossary standards, collaborating with Data Stewards, and Data Owners to ensure standardized ...
Metadata Management & Data Governance Enablement * Serve as an authority for metadata and business glossary standards, collaborating with Data Stewards, and Data Owners to ensure standardized ...
Information Architect - Data Governance COE
Dallas, TX · On-site +1
$63 - $81/hr
Confirm and document prioritized metadata elements for key business processes and ensure alignment with governance standards. * Identify simplification opportunities-reduce redundancy, converge ...
Information Architect - Data Governance COE
Dallas, TX · On-site +1
$63 - $81/hr
Confirm and document prioritized metadata elements for key business processes and ensure alignment with governance standards. * Identify simplification opportunities-reduce redundancy, converge ...
Metadata Management & Data Governance Enablement * Serve as an authority for metadata and business glossary standards, collaborating with Data Stewards, and Data Owners to ensure standardized ...
Metadata Management & Data Governance Enablement * Serve as an authority for metadata and business glossary standards, collaborating with Data Stewards, and Data Owners to ensure standardized ...
The Senior Specialist provides cross pillar leadership across metadata, lineage, DQ, access governance, policies, MDM, compliance, and change management initiatives, working with senior business ...
Quick apply
The Senior Specialist provides cross pillar leadership across metadata, lineage, DQ, access governance, policies, MDM, compliance, and change management initiatives, working with senior business ...
Configure metadata models, asset types, relationships, workflows, and role-based permission structures within the governance platform. * Monitor platform performance, availability, and reliability ...
Configure metadata models, asset types, relationships, workflows, and role-based permission structures within the governance platform. * Monitor platform performance, availability, and reliability ...
Metadata Management & Data Governance Enablement * Serve as an authority for metadata and business glossary standards, collaborating with Data Stewards, and Data Owners to ensure standardized ...
Metadata Management & Data Governance Enablement * Serve as an authority for metadata and business glossary standards, collaborating with Data Stewards, and Data Owners to ensure standardized ...
DIGITAL ASSET MANAGER
Fort Worth, TX · On-site
Ensure accurate metadata, file naming, and folder organization in accordance with post-production specifications * Create, manage, and distribute LUTs and color pipeline documentation for editorial ...
Quick apply
DIGITAL ASSET MANAGER
Fort Worth, TX · On-site
Ensure accurate metadata, file naming, and folder organization in accordance with post-production specifications * Create, manage, and distribute LUTs and color pipeline documentation for editorial ...
Integrate and automate metadata harvesting from Google BigQuery into a metadata catalog, and onboard Talend, Axonius and Bindplane as governed telemetry and asset sources. * Define canonical ...
Integrate and automate metadata harvesting from Google BigQuery into a metadata catalog, and onboard Talend, Axonius and Bindplane as governed telemetry and asset sources. * Define canonical ...
Information Architect - Data Governance COE
Dallas, TX · On-site +1
$59.50 - $76.75/hr
Confirm and document prioritized metadata elements for key business processes and ensure alignment with governance standards. Identify simplification opportunities-reduce redundancy, converge ...
Information Architect - Data Governance COE
Dallas, TX · On-site +1
$59.50 - $76.75/hr
Confirm and document prioritized metadata elements for key business processes and ensure alignment with governance standards. Identify simplification opportunities-reduce redundancy, converge ...
Three (3) Librarians with the Sue and Radcliffe Killam Library - Texas A&M International University
Laredo, TX · On-site
Metadata & Cataloging Librarian; Online Learning & Instruction Librarian; Scholarly Communications Librarian Click here to view positions profile: Location: Laredo, Texas The Positions: Metadata ...
Three (3) Librarians with the Sue and Radcliffe Killam Library - Texas A&M International University
Laredo, TX · On-site
Metadata & Cataloging Librarian; Online Learning & Instruction Librarian; Scholarly Communications Librarian Click here to view positions profile: Location: Laredo, Texas The Positions: Metadata ...
Metadata information
See Texas salary details
$7.84 - $9.59
12% of jobs
$10.88 is the 25th percentile. Wages below this are outliers.
$9.59 - $11.34
18% of jobs
$11.34 - $13.09
17% of jobs
The median wage is $13.31 / hr.
$13.09 - $14.84
26% of jobs
$15.33 is the 75th percentile. Wages above this are outliers.
$14.84 - $16.59
10% of jobs
$16.59 - $18.34
11% of jobs
$18.34 - $20.09
4% of jobs
$20.09 - $21.85
1% of jobs
$21.85 - $23.60
0% of jobs
$23.60 - $25.35
0% of jobs
$25.35 - $27.10
2% of jobs
$7
$14
$27
How much do metadata jobs pay per hour?
What is the difference between Metadata vs Data Analyst?
| Aspect | Metadata | Data Analyst |
|---|---|---|
| Required Credentials | Knowledge of data management, basic understanding of databases | Bachelor's degree in statistics, data science, or related field |
| Work Environment | Data management teams, IT departments | Business, finance, marketing teams |
| Employer & Industry Usage | Used across industries for data cataloging | Used in analytics, reporting, decision-making |
| Common Search & Comparison | Understanding data structure | Analyzing data for insights |
Metadata involves managing data about data, such as descriptions and structure, while a Data Analyst interprets data to provide insights. Both roles are essential in data management but serve different functions within organizations.
What are metadata specialists?
What are 5 examples of metadata?
What are the key skills and qualifications needed to thrive as a Metadata Specialist, and why are they important?
What are some typical challenges faced by metadata specialists when managing large datasets, and how can they be addressed?

Full-time
Medical, Dental, Vision, Life, Retirement, PTO
Posted yesterday
AECOM rating
8.1
Based on 58 frontline employees who took The Breakroom Quiz
15th of 78 rated construction
Job description
Work with Us. Change the World.
At AECOM, we're delivering a better world. Whether improving your commute, keeping the lights on, providing access to clean water, or transforming skylines, our work helps people and communities thrive. We are the world's trusted infrastructure consulting firm, partnering with clients to solve the world's most complex challenges and build legacies for future generations.
There has never been a better time to be at AECOM. With accelerating infrastructure investment worldwide, our services are in great demand. We invite you to bring your bold ideas and big dreams and become part of a global team of over 50,000 planners, designers, engineers, scientists, digital innovators, program and construction managers and other professionals delivering projects that create a positive and tangible impact around the world.
We're one global team driven by our common purpose to deliver a better world. Join us.
The Data Governance Analyst supports the execution of enterprise data governance and stewardship activities across data domains. The role works with data owners, subject area stewards, analytics & AI teams, and other stakeholders to operationalize governance tool and processes, define and monitor data quality expectations, resolve data issues, and ensure that business data assets are consistently documented, governed, and ready to support reporting, analytics, and AI-driven use cases.
The role emphasizes stewardship execution, data quality definition and oversight, governance workflows, metadata quality controls, and user enablement to drive consistent adoption of data governance practices across the organization.
This position will offer some flexibility for hybrid work schedules to include both in-office presence and telecommute/virtual work, to be based in either Houston or Dallas, TX.
Key Responsibilities
Data Stewardship and Governance Execution
- Support data owners and subject area stewards in executing data governance policies, standards, and procedures across assigned data domains.
- Identify, document, and track data issues related to data quality, definitions, usage, lineage, or compliance, and coordinate resolution through established governance processes.
Governance Workflows and Metadata Quality Controls
- Support the design, execution, and continuous improvement of governance workflows for metadata creation, review, approval, and change management.
- Define and apply quality checkpoints to validate metadata content, stewardship inputs, and documentation before assets are published to the data catalog.
- Monitor catalog content for completeness, accuracy, and adherence to governance standards, and coordinate remediation of gaps or inconsistencies.
- Advocate for consistent documentation and stewardship practices to ensure reliable and trusted metadata.
Metadata and Business Glossary Management
- Work with stakeholders to define, document, and maintain business terms, data definitions, and contextual metadata for structured and unstructured data assets.
- Ensure alignment between business definitions, reported metrics, and analytical usage across domains.
- Support effective usage of data governance and catalog tools to maintain high-quality business metadata.
Data Quality Definition, Monitoring, and Issue Management
- Work with stakeholders to define data quality rules, thresholds, and acceptance criteria aligned to reporting, analytics, and operational needs.
- Support monitoring and review of data quality metrics and dashboards to identify trends, risks, and improvement opportunities.
- Analyze data quality issues, assist with root cause identification, and coordinate remediation efforts with appropriate teams.
- Track data quality issues, actions, and outcomes to support transparency and continuous improvement.
Analytics and AI Readiness Support
- Support governance practices that enable analytics and AI use cases by ensuring data is well-defined, documented, governed, and compliant.
- Review metadata usage and data quality trends to help improve data readiness for advanced analytics and AI-driven initiatives.
User Enablement and Adoption
- Create and maintain user guides, job aids, and reference materials for data governance processes, workflows, and tools.
- Support onboarding and ongoing enablement of data stewards and users through training sessions and guidance.
Compliance and Documentation
- Ensure adherence to data governance policies, standards, and procedures.
- Assemble and maintain records, reports, and documentation required to support data governance activities, audits, and reviews.
Minimum Requirements:
- BA/BS in Information Systems, Business, Data Analytics, or a related field plus at least 6 years of experience in data governance, data management, business analysis, or related roles supporting enterprise data initiatives or demonstrated equivalency of experience and/or education
- Experience supporting data stewardship, metadata management, governance workflows, data quality processes, and data issue resolution.
- Hands-on experience using data governance, data quality, or catalog tools such as Alation, Collibra, BigID, or Informatica Axon.
- Experience working across multiple data domains in complex enterprise environments.
Preferred Qualifications:
- Master's degree in a relevant field
- Experience within a similarly large, complex, global organization and/or consulting firm experience
Skills
- Strong understanding of data governance, data stewardship, metadata management, and data quality concepts.
- Ability to define data quality expectations, analyze issues, and coordinate remediation across teams.
- Experience supporting governance workflows, metadata quality checkpoints, and catalog content standards.
- Strong communication, facilitation, and documentation skills.
- Proficiency with standard office productivity tools and familiarity with data cataloging software.
Attributes:
- Structured and detail-oriented, with a strong focus on process discipline and follow-through.
- Collaborative and effective at working across teams and data domains.
- Proactive and motivated to improve trust, consistency, and usability of enterprise data.
- Sponsorship for US work authorization for this position is not available, now or in the future
- Relocation assistance is not available for this position
About AECOM
AECOM is proud to offer comprehensive benefits to meet the diverse needs of our employees. Depending on your employment status, AECOM benefits may include medical, dental, vision, life, AD&D, disability benefits, paid time off, leaves of absences, voluntary benefits, perks, flexible work options, well-being resources, employee assistance program, business travel insurance, service recognition awards, retirement savings plan, and employee stock purchase plan.
AECOM is the global infrastructure leader, committed to delivering a better world. As a trusted professional services firm powered by deep technical abilities, we solve our clients' complex challenges in water, environment, energy, transportation and buildings. Our teams partner with public- and private-sector clients to create innovative, sustainable and resilient solutions throughout the project lifecycle - from advisory, planning, design and engineering to program and construction management. AECOM is a Fortune 500 firm that had revenue of $16.1 billion in fiscal year 2025. Learn more at aecom.com.
What makes AECOM a great place to work
You will be part of a global team that champions your growth and career ambitions. Work on groundbreaking projects - both in your local community and on a global scale - that are transforming our industry and shaping the future. With cutting-edge technology and a network of experts, you'll have the resources to make a real impact. Our award-winning training and development programs are designed to expand your technical expertise and leadership skills, helping you build the career you've always envisioned. Here, you'll find a welcoming workplace built on respect, collaboration and community-where you have the freedom to grow in a world of opportunity.
As an Equal Opportunity Employer, we believe in your potential and are here to help you achieve it. All your information will be kept confidential according to EEO guidelines.