Canonical capability · data
Data Engineering
Move, transform, and stage data through pipelines (ETL/ELT).
17 capabilities
16 providers
About this category
Capabilities for ingesting, transforming, and loading data — ETL/ELT pipelines, change data capture, streaming ingestion, data integration. Distinguished from analytics by the focus on movement and shape rather than query and visualization.
Common operations
- run-pipeline
- list-jobs
- list-streams
- submit-statement
Implementations
| Provider | Capability | Operations | Tools | APIs Consumed |
|---|---|---|---|---|
| Adobe Experience Cloud | Adobe Experience Cloud Customer Data Platform | 4 | 4 | 0 |
| Airbyte | Airbyte Data Pipeline Management | 9 | 11 | 0 |
| Apache Airflow | Apache Airflow Workflow Orchestration | 6 | 10 | 0 |
| Amazon Glue | Amazon Glue Data Integration | 8 | 15 | 0 |
| Amazon Glue DataBrew | Amazon Glue DataBrew Data Preparation | 7 | 12 | 0 |
| Apache Airflow | Apache Airflow Workflow Orchestration | 2 | 7 | 0 |
| Apache Nutch | Apache Nutch Crawl Management | 13 | 13 | 0 |
| Apache Oozie | Apache Oozie Workflow Orchestration | 7 | 12 | 0 |
| Apache Pig | Apache Pig Data Processing Workflow | 2 | 6 | 0 |
| Azure Databricks | Azure Databricks Data Engineering | 5 | 26 | 0 |
| Databricks | Databricks Data Engineering | 5 | 18 | 0 |
| Factset | FactSet Data Management | 2 | 7 | 0 |
| Informatica | Informatica Data Integration | 9 | 21 | 0 |
| Oracle GoldenGate | Oracle GoldenGate Data Replication | 11 | 18 | 0 |
| ServiceNow | ServiceNow Data Integration And Configuration | 7 | 9 | 0 |
| Snowflake | Snowflake Data Engineering | 9 | 31 | 0 |
| Snowflake | Snowflake Data Management | 14 | 31 | 0 |