Challenges focused on data warehouse migration, ETL pipeline modernization, data quality validation, and analytics platform transitions.
Job titles: Data Engineer, Analytics Engineer, Data Architect, ETL Developer
| Module | Difficulty | Time |
|---|---|---|
| DW Migration: Teradata to Snowflake | Intermediate–Advanced | 60 min |
| Data Source Migration | Intermediate | 60 min |
| ETL Pipeline Modernization | Intermediate–Advanced | 60 min |
| Data Quality & Validation | Intermediate | 45 min |
| SAS to Python/Snowflake | Intermediate–Advanced | 60 min |
| Informatica PowerCenter Analysis | Intermediate | 45 min |
| Informatica PowerCenter to Snowflake Migration | Advanced | 75 min |
| COBOL Copybook to PySpark/JSON | Intermediate | 45 min |
| SAS Migration Analysis | Intermediate–Advanced | 75 min |
| SAS CI/CD & Operationalization | Intermediate–Advanced | 60 min |
| Repository | Compatible Modules |
|---|---|
| uc-dw-migration-teradata-to-snowflake | DW Migration: Teradata to Snowflake, ETL Pipeline Modernization, Data Quality & Validation |
| uc-data-source-migration-jdbc-normalization | Data Source Migration |
| ts-informatica-powercenter | Informatica PowerCenter Analysis, Informatica PowerCenter to Snowflake Migration |
| ts-cobol-carddemo | COBOL Copybook to PySpark/JSON |
| ts-sas-legacy-analytics | SAS to Python/Snowflake, SAS Migration Analysis, SAS CI/CD & Operationalization |
| uc-data-migration-sas-to-snowflake | SAS to Python/Snowflake |
| uc-data-migration-sas-to-databricks | SAS Migration Analysis, SAS CI/CD & Operationalization |
- Data-focused audiences (data engineering, analytics, BI teams)
- Workshops showing Devin's ability to understand and transform data schemas, queries, and pipelines
- DW Migration and SAS to Python/Snowflake are particularly relevant for enterprises migrating off legacy analytics platforms
- Data Quality & Validation pairs well with any data migration module as a validation step
- The
uc-dw-migration-teradata-to-snowflakerepo was specifically curated for these challenges - Informatica PowerCenter modules are ideal for enterprises migrating from on-prem Informatica ETL to cloud-native Snowflake architectures
- The SAS Migration Analysis module includes a Programmatic Context Loop section — prescriptive guidance on configuring DeepWiki, Knowledge notes, MCP servers, and environment blueprints so Devin can iteratively build understanding during migration analysis. Use this as a reference for any migration module where programmatic resource access is part of the workflow