# Enhancing Data Quality Using Better Designed ETLs

DevFeed: [Enhancing Data Quality Using Better Designed ETLs](<https://devfeed.tech/articles/enhancing-data-quality-using-better-designed-etls-15629.md>)

Original publisher: [Read original article](<https://developer.squareup.com/blog/enhancing-data-quality-using-better-designed-etls>)

Author: Kasia Rachuta

Published: 2024-09-30T16:00:00Z

Content type: tutorial

Language: en

Sources: [Square Corner Blog RSS Feed](<https://devfeed.tech/sources/square-corner-blog-rss-feed.md>)

Topics: [Template](<https://devfeed.tech/topics/template.md>), [Data Quality](<https://devfeed.tech/topics/data-quality.md>), [Data Science](<https://devfeed.tech/topics/data-science.md>), [Data Infrastructure](<https://devfeed.tech/topics/data-infrastructure.md>)

Tags: [data-quality](<https://devfeed.tech/tags/data-quality.md>), [data-science](<https://devfeed.tech/tags/data-science.md>), [documentation](<https://devfeed.tech/tags/documentation.md>), [etl](<https://devfeed.tech/tags/etl.md>), [guide](<https://devfeed.tech/tags/guide.md>), [metrics](<https://devfeed.tech/tags/metrics.md>)

## AI overview

This article explains how an ETL design document template can help data science teams create more consistent, usable, and maintainable ETLs. It describes documenting technical decisions, goals, analytical questions, consumers, and monitored metrics to support data quality and shared understanding.

## Source excerpt

Sharing an ETL design doc template