Senior Data Engineer
BayOne Solutions
- Job Title: Sr Data Engineer
- *** or RV Tech: RV Tech
- Worksite location: Remote with Bill rate*** please keep in mind location of the candidate. Submit at market rate***
Would prefer someone in Pacific, Mountain or Central time zone in that order, if possible. - Working hours: 9am - 6pm , can adjust
- Travel: N/A About the Team & the Role The Core Data team builds and scales the data platform and analytics capabilities that power decision-making across RV Tech. Within Core Data, the Vehicle Catalog team owns the vehicle domain - ingesting, curating, and organizing vehicle data for analytics, ML, and BI use cases used by hundreds of stakeholders across dozens of domain teams. We are migrating the Vehicle Catalog to a new Databricks account while simultaneously building out a new vehicle catalog on that platform. As a Sr. Data Engineer, you will help us refactor and move the existing ETL/ELT and analytics pipelines into the new environment, migrate the underlying data, and validate that everything lands correctly. This is hands-on migration work. You'll be working alongside our engineers on well-defined pipelines with clear acceptance criteria, and you'll pick up related migration requests - including dashboard and reporting migrations - as they come up.
What You'll Do
- Work with one of our Staff Data Engineers to understand the migration plan, sequence your work against it, and provide regular progress updates.
- Refactor existing ETL/ELT code written in PySpark, DABs and dbt from the current Databricks environment to meet the patterns and standards of the new account.
- Migrate data pipelines and their underlying datasets, including backfills, and validate parity between source and target.
- Build and run reconciliation checks - row counts, schema conformance, freshness, completeness - to confirm migrated data matches the legacy environment.
- Migrate dashboards and downstream reporting assets to point at the new datasets, coordinating with the analysts who own them.
- Update orchestration, scheduling, alerting, and runbooks so migrated pipelines are supportable after cutover.
- Troubleshoot pipeline failures and data discrepancies during and after cutover.
- Document what was migrated, what changed, and anything the team needs to know to own it going forward.
- Take on adjacent migration and data engineering requests as the program evolves.
- 6+ years of experience in Data Engineering, Analytics Engineering, or Software Engineering working with production data systems.
- Strong expertise in SQL and Python for building scalable data pipelines and transformations.
- Strong familiarity with AI tools like Claude Code / Devin for SW development process
- Hands-on experience building ELT pipelines using modern cloud data platforms (Databricks experience required).
- Building robust testing frameworks for Data Migration ( Completeness, Quality etc)
- Deep experience with dbt, including model development, testing, documentation, and CI/CD integration
- Experience designing and operating production-grade data pipelines with monitoring and observability.
- Strong collaboration skills and ability to partner with engineering teams, analysts, and operational stakeholders.
- Bachelor's or Master's degree in Computer Science, Engineering, Mathematics, or related field, or equivalent practical experience.
- Prior data or platform migration experience
- Familiarity with Fivetran connector management and ingestion architecture.
- Experience with data contracts and schema governance.
- Knowledge of streaming or near-real-time data pipelines.
- Job Title: Sr Data Engineer
- *** or RV Tech: RV Tech
- Worksite location: Remote with Bill rate*** please keep in mind location of the candidate. Submit at market rate***
Would prefer someone in Pacific, Mountain or Central time zone in that order, if possible. - Working hours: 9am - 6pm , can adjust
- Travel: N/A About the Team & the Role The Core Data team builds and scales the data platform and analytics capabilities that power decision-making across RV Tech. Within Core Data, the Vehicle Catalog team owns the vehicle domain - ingesting, curating, and organizing vehicle data for analytics, ML, and BI use cases used by hundreds of stakeholders across dozens of domain teams. We are migrating the Vehicle Catalog to a new Databricks account while simultaneously building out a new vehicle catalog on that platform. As a Sr. Data Engineer, you will help us refactor and move the existing ETL/ELT and analytics pipelines into the new environment, migrate the underlying data, and validate that everything lands correctly. This is hands-on migration work. You'll be working alongside our engineers on well-defined pipelines with clear acceptance criteria, and you'll pick up related migration requests - including dashboard and reporting migrations - as they come up.
What You'll Do
- Work with one of our Staff Data Engineers to understand the migration plan, sequence your work against it, and provide regular progress updates.
- Refactor existing ETL/ELT code written in PySpark, DABs and dbt from the current Databricks environment to meet the patterns and standards of the new account.
- Migrate data pipelines and their underlying datasets, including backfills, and validate parity between source and target.
- Build and run reconciliation checks - row counts, schema conformance, freshness, completeness - to confirm migrated data matches the legacy environment.
- Migrate dashboards and downstream reporting assets to point at the new datasets, coordinating with the analysts who own them.
- Update orchestration, scheduling, alerting, and runbooks so migrated pipelines are supportable after cutover.
- Troubleshoot pipeline failures and data discrepancies during and after cutover.
- Document what was migrated, what changed, and anything the team needs to know to own it going forward.
- Take on adjacent migration and data engineering requests as the program evolves.
- 6+ years of experience in Data Engineering, Analytics Engineering, or Software Engineering working with production data systems.
- Strong expertise in SQL and Python for building scalable data pipelines and transformations.
- Strong familiarity with AI tools like Claude Code / Devin for SW development process
- Hands-on experience building ELT pipelines using modern cloud data platforms (Databricks experience required).
- Building robust testing frameworks for Data Migration ( Completeness, Quality etc)
- Deep experience with dbt, including model development, testing, documentation, and CI/CD integration
- Experience designing and operating production-grade data pipelines with monitoring and observability.
- Strong collaboration skills and ability to partner with engineering teams, analysts, and operational stakeholders.
- Bachelor's or Master's degree in Computer Science, Engineering, Mathematics, or related field, or equivalent practical experience.
- Prior data or platform migration experience
- Familiarity with Fivetran connector management and ingestion architecture.
- Experience with data contracts and schema governance.
- Knowledge of streaming or near-real-time data pipelines.
Vacancy posted 3 days ago
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