Data Management Analyst

Functional Skills

Functional Skills are essential skills that help individuals perform tasks effectively in everyday life, work, and education.

Data Modeling and Database Design

SQL and Data Extraction

Data Quality Management

Data Governance and Compliance

Data Integration and ETL Processes

Data Analysis and Reporting

Metadata Management

Data Security and Access Control

Problem-Solving and Analytical Thinking

Communication and Collaboration

Data Visualization

Big Data Technologies

Soft Skills

Communication, teamwork, and critical thinking to ensure seamless project execution.

Communication Skills

Analytical Thinking

Attention to Detail

Organizational Skills

Problem Solving

Adaptability

Teamwork and Collaboration

Critical Thinking

Technical Proficiency

Technical Skills

Technical Skills are specialized abilities and knowledge needed to perform specific tasks or functions.

Data Modeling

SQL and Database Management

Data Warehousing and ETL

Data Governance and Compliance

Data Quality Management

Business Intelligence and Data Visualization

Programming Languages (Python, R)

Cloud Computing (AWS, Azure, GCP)

Metadata Management

Data Security

Big Data Technologies

Duties and Responsiblities

Task

95%

Develop and implement data management strategies aligned with organizational goals, ensuring data quality and accessibility.

90%

Design and maintain data models, databases, and data warehouses to support business intelligence and reporting needs.

85%

Establish and enforce data governance policies and procedures to ensure data integrity, security, and compliance with regulations.

80%

Monitor data quality metrics and implement data cleansing and validation processes to identify and correct data errors.

75%

Collaborate with cross-functional teams to understand data requirements and provide data-related support and guidance.

70%

Develop and maintain data dictionaries and metadata repositories to document data assets and ensure data consistency.

65%

Perform data analysis and profiling to identify data patterns, trends, and anomalies, and provide insights to stakeholders.

60%

Implement data security measures, such as access controls and encryption, to protect sensitive data from unauthorized access.

55%

Develop and maintain data integration processes to ensure seamless data flow between different systems and applications.

50%

Stay up-to-date with industry trends and best practices in data management and recommend improvements to data management processes.

Work Activities

95%

Establish and enforce data governance policies to ensure data quality and compliance.

92%

Oversee the design, implementation, and maintenance of databases.

90%

Create conceptual, logical, and physical data models to support business needs.

88%

Develop and manage ETL (Extract, Transform, Load) processes for data integration.

85%

Implement data quality checks and monitoring to identify and resolve data issues.

82%

Generate reports and dashboards to provide insights into data trends and performance.

80%

Implement security measures to protect sensitive data from unauthorized access.

78%

Create and maintain comprehensive documentation of data assets and processes.

75%

Manage data archiving and retention policies to comply with regulatory requirements.

72%

Optimize database performance through tuning and configuration adjustments.

70%

Work with cross-functional teams to understand data requirements and deliver solutions.

Detailed Work Profile

Interests