Data Governance Analyst

Job Description

A leading organization is seeking a Data Governance Analyst with 3+ years of experience supporting enterprise data governance initiatives, data quality management, and cross-functional data stewardship activities. This position works closely with business, product, and technology teams to establish governance standards, improve data consistency, and support effective data management practices across platforms.

The ideal candidate has strong analytical skills, experience gathering requirements, and the ability to communicate data-related information clearly to both technical and non-technical stakeholders.

Responsibilities

• Develop, document, and maintain data governance standards, processes, and best practices.
• Monitor data quality, accuracy, consistency, and compliance with established governance requirements.
• Collaborate with business, product, and engineering teams to define data elements, business rules, and usage standards.
• Support data lineage, metadata management, and data documentation initiatives.
• Assist with evaluating the impact of source system changes, data model updates, and platform enhancements.
• Identify, investigate, and help resolve data-related issues affecting reporting, analytics, and operational processes.
• Ensure governance standards are incorporated into new projects, initiatives, and data solutions.
• Gather and document business and technical requirements related to data governance activities.
• Create presentations and reporting materials that communicate governance findings, recommendations, and project updates.
• Support ongoing efforts to improve data transparency, accountability, and consistency across the organization.

Required Experience and Skills

• 3+ years of experience in data governance, data management, data quality, or related analytical roles.
• Strong knowledge of data governance principles, standards, and practices.
• Experience monitoring and improving data quality and data consistency.
• Proficiency with Microsoft Excel for analysis, tracking, and reporting activities.
• Proficiency with Microsoft PowerPoint for stakeholder presentations and governance communications.
• Experience gathering, documenting, and validating business and technical requirements.
• Strong analytical and problem-solving skills.
• Ability to collaborate effectively with business, product, and technical teams.
• Excellent verbal and written communication skills.
• Strong organizational skills with the ability to manage multiple priorities.

Preferred Experience

• Experience performing impact analysis related to data sources, system changes, or data model modifications.
• Familiarity with data lineage, metadata management, and enterprise data documentation practices.
• Experience supporting cross-functional data governance programs and initiatives.

FAQ

1. What does a Data Governance Analyst do?

A Data Governance Analyst helps establish and maintain policies, standards, and processes that improve the quality, consistency, security, and usability of organizational data. The role typically supports data owners and stakeholders by documenting data definitions, monitoring governance controls, and coordinating remediation of data issues.

2. What types of data governance activities are commonly handled in this role?

Typical activities include maintaining business glossaries, documenting data definitions, supporting data classification, monitoring data quality, maintaining ownership records, and tracking governance issues. Analysts may also help implement standards for metadata, retention, access, and data usage.

3. How does a Data Governance Analyst support data quality?

The analyst helps define data quality rules and monitors metrics such as completeness, accuracy, consistency, validity, and timeliness. When issues are identified, they work with data owners and technical teams to investigate causes, document findings, and coordinate corrective actions.

4. What role does metadata management play in data governance?

Metadata provides context about what data means, where it comes from, who owns it, and how it should be used. A Data Governance Analyst may maintain business definitions, data dictionaries, lineage information, and catalog records so users can understand and trust enterprise data.

5. How does this role work with data owners and business stakeholders?

The analyst works with data stewards, business teams, IT, compliance, security, and analytics groups to define ownership and resolve governance issues. Strong communication is important because governance requires agreement on definitions, responsibilities, policies, and acceptable data practices.

6. What tools are commonly used by Data Governance Analysts?

Depending on the organization, analysts may use data catalog and governance platforms, SQL, Excel, Power BI, metadata repositories, workflow tools, and data quality solutions. Platforms such as Collibra, Alation, Informatica, or Microsoft Purview may also be used in enterprise environments.

7. How does a Data Governance Analyst support data privacy and compliance?

The role helps document sensitive data, apply classification standards, maintain access and retention requirements, and support audit activities. Analysts may collaborate with legal, privacy, security, and compliance teams to ensure governance practices align with applicable policies and regulations.

8. What challenges are common in data governance roles?

Common challenges include inconsistent business definitions, unclear ownership, fragmented data sources, poor metadata, legacy systems, and resistance to standardized processes. Analysts must coordinate across teams to establish practical governance practices without creating unnecessary operational complexity.