
Software Developer ETL 9596
- Toronto, ON
- Permanent
- Full-time
- Design, build, and maintain ETL pipelines using Azure Data Factory (ADF) to support secure and efficient Oracle-to-Azure data migration.
- Lead efforts in data cleansing, transformation, and field mapping to ensure high-quality, audit-ready data.
- Deploy and validate ETL processes across multiple environments (Dev, Test, UAT, Prod).
- Troubleshoot and optimize ETL jobs, implement rollback strategies, and ensure performance at scale.
- Document processes, data models, exception handling logic, and support runbooks for ongoing operations.
- Collaborate with internal stakeholders, including data analysts, solution architects, and business users.
- Production-ready ETL pipelines that meet enterprise architecture and security standards
- Support in the documentation of transformation logic, field mappings, and exception rules, in collaboration with business and data teams
- Successfully validated data migrations with audit trail capabilities and performance metrics
- Tested and deployable ETL scripts and configuration artifacts to support production readiness
- 10+ years of experience in ETL development and data migration, preferably in complex or regulated environments.
- Strong expertise with Oracle databases and Azure SQL.
- Proven hands-on experience with Azure Data Factory (ADF) including pipeline orchestration and transformation flows.
- In-depth understanding of data quality, auditability, schema mapping, and rollback planning.
- Advanced SQL (PL/SQL, T-SQL), ADF Data Flows, Triggers
- Tools: PowerDesigner, Excel, Azure DevOps, Git
- Familiarity with transformation formats such as Parquet and knowledge of incremental loads, CDC strategies
- Experience with CI/CD deployment automation for ETL artifacts
- Experience working on public sector or regulated industry data projects
- Knowledge of data governance, privacy, and retention policies
- Exposure to other ETL or orchestration platforms (AWS Glue, Informatica, GCP Dataflow)
- Experience design, build, and maintain ETL pipelines using Azure Data Factory (ADF) to support secure and efficient data migration between different databases.
- Experience in data cleansing, transformation, and field mapping to ensure high-quality, audit-ready data.
- Proven hands-on experience with Azure Data Factory (ADF) including pipeline orchestration and transformation flows.
- Experience with CI/CD deployment automation for ETL artifacts