Data Steward

1. Data Governance Analyst

This role focuses on developing and implementing data governance policies, standards, and processes across the organization. Responsibilities may include defining data governance frameworks, conducting data quality assessments, and collaborating with stakeholders to ensure data integrity and compliance....

2. Data Quality Analyst

Data quality analysts are responsible for monitoring and improving the quality of data within an organization. They identify data quality issues, develop metrics to measure data quality, and work with data stewards to implement corrective actions. This role requires strong analytical skills and attention to detail....

3. Data Steward

Data stewards are responsible for managing specific datasets or data domains within an organization. They ensure that data is accurate, consistent, and secure, and that it meets the needs of stakeholders. Data stewards collaborate with business users and IT teams to define data standards, resolve data issues, and enforce data governance policies....

4. Compliance Analyst

Compliance analysts focus on ensuring that data governance practices comply with regulatory requirements and industry standards. They monitor changes in data privacy laws and regulations, assess the organization’s compliance posture, and develop strategies to address compliance gaps. This role requires a strong understanding of data privacy regulations such as GDPR, CCPA, and HIPAA....

5. Metadata Analyst

Metadata analysts are responsible for managing metadata, which provides context and structure to organizational data. They define metadata standards, capture metadata attributes, and maintain metadata repositories. Metadata analysts play a key role in data discovery, data lineage analysis, and data governance reporting....

6. Data Security Analyst

Data security analysts focus on protecting sensitive data from unauthorized access, disclosure, and misuse. They assess data security risks, implement security controls, and monitor data access patterns to detect potential security threats. This role requires knowledge of data encryption techniques, access control mechanisms, and security best practices....

7. Master Data Analyst

Master data analysts focus on managing master data, which represents the core entities and attributes that are critical to an organization’s operations. They ensure the accuracy and consistency of master data records, resolve data conflicts, and establish data governance controls to maintain data quality. This role is common in industries such as finance, healthcare, and manufacturing....

8. Data Governance Consultant

Data governance consultants provide advisory services to organizations seeking to establish or improve their data governance practices. They assess the organization’s current data governance maturity, identify gaps and opportunities for improvement, and develop customized data governance strategies and roadmaps. This role requires strong communication and consulting skills, as well as expertise in data governance best practices and methodologies....