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Data Engineer
2 months ago
We are seeking a highly skilled Data Engineer to join our team at Canada Life. As a Data Engineer, you will play a crucial part in driving data-driven decision-making across the organization, ensuring data availability, quality, and accessibility for various business needs.
Key Responsibilities- Data Pipeline Development
- Design, model, develop, and maintain data pipelines to ingest, store, process, and present data.
- Ensure data quality, accuracy, and consistency.
- Collaborate with data architects to ensure data pipelines align with the overall data architecture strategy.
- Data Transformation and Integration
- Perform data transformation tasks, including data cleansing, enrichment, and aggregation, to prepare data for analytics and reporting.
- Integrate data from structured and unstructured sources, ensuring compatibility and alignment with data models and business requirements.
- Automate data transformation processes to improve efficiency.
- Data Quality Assurance
- Implement and maintain data quality checks and validation processes to identify and resolve data anomalies and errors.
- Monitor data pipelines for data quality issues and implement data quality improvements.
- Collaborate with business stakeholders to define data quality requirements.
- Data Modelling and Schema Design
- Collaborate with data architects and data scientists to design and implement data models, schemas, and structures.
- Ensure that data models support business reporting and analytics needs while optimizing query performance.
- Maintain data dictionaries and metadata to document data structures and relationships.
- Performance Optimization
- Optimize data storage, retrieval, and query performance by implementing indexing, partitioning, and caching strategies.
- Monitor data processing performance and address bottlenecks as they arise.
- Stay updated with best practices in data processing performance tuning.
- Documentation and Knowledge Sharing
- Create and maintain documentation for data pipelines, data transformation processes, and data integration procedures.
- Foster a culture of knowledge sharing within the data engineering team and across the organization.
- Collaboration and Stakeholder Engagement
- Collaborate effectively with cross-functional teams, data stakeholders, and business units to understand data requirements and deliver data solutions that meet business needs.
- Communicate technical concepts and data solutions to non-technical stakeholders in a clear and understandable manner.