Data Modelling and Design:
- Collaborate with business stakeholders, data architects, and development teams to understand business requirements and translate them into effective data models for the EDW.
- Utilize expertise in OFSAA FSDF data model to design and map data structures, ensuring alignment with industry best practices and regulatory standards.
EDW Architecture:
- Contribute to the overall architecture and design of the EDW, focusing on scalability, performance, and data integrity.
- Incorporate data integration and transformation processes to ensure seamless data flow between source systems and the EDW.
Data Integration:
- Develop data integration strategies to extract, transform, and load (ETL) data from various source systems into the EDW.
- Implement data quality checks and transformations to ensure data accuracy and consistency.
Performance Optimization:
- Identify and address performance bottlenecks within the EDW environment.
- Optimize queries and data access patterns to enhance query performance and overall system responsiveness.
Documentation and Collaboration:
- Document data models, design decisions, and ETL processes for reference and future development.
- Collaborate with cross-functional teams, including data analysts, developers, and business users, to ensure a cohesive and well-aligned data strategy.
Continuous Improvement:
- Stay up to date with industry trends and advancements in data modelling, ETL processes, and OFSAA FSDF data model.
- Identify opportunities for process improvements and contribute to the enhancement of the EDW ecosystem.
Requirements
- Bachelor's or master’s degree in Computer Science, Information Systems, or related field.
- Proven experience 6 Years as a data modeler or EDW designer (10 years overall), with a focus on financial data.
- Strong understanding of the (OFSAA) Financial Services Data Foundation (FSDF) data model.
- Proficiency in data modelling tools (e.g., ERwin, ER/Studio) and ETL tools - ODI. Solid knowledge of SQL and database technologies.
- Experience with performance tuning and optimization of database queries and ETL processes.
- Excellent problem-solving and analytical skills.
- Strong communication and collaboration abilities, with the capacity to interact effectively with technical and non-technical stakeholders.
- Take part in requirement discussions with Business Analyst team. Data Profiling & OFSAA (FSDF) Data modelling.
- Prepare ETL architecture.
- Prepare mapping specifications.
- Prepare HLA.
- Prepare DSD / DSD review with development team.
- Develop Feeder views for critical tables.
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Last updated on Oct 10, 2023