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You're reading from  Driving Data Quality with Data Contracts

Product typeBook
Published inJun 2023
PublisherPackt
ISBN-139781837635009
Edition1st Edition
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Author (1)
Andrew Jones
Andrew Jones
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Andrew Jones

Andrew Jones is a principal engineer at GoCardless, one of Europe's leading Fintech's. He has over 15 years experience in the industry, with the first half primarily as a software engineer, before he moved into the data infrastructure and data engineering space. Joining GoCardless as its first data engineer, he led his team to build their data platform from scratch. After initially following a typical data architecture and getting frustrated with facing the same old challenges he'd faced for years, he started thinking there must be a better way, which led to him coining and defining the ideas around data contracts. Andrew is a regular speaker and writer, and he is passionate about helping organizations get maximum value from data.
Read more about Andrew Jones

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Summary

In this chapter, we introduced the concept of a contract-driven data architecture. This is an architecture driven by data contracts and the metadata we define within them. We showed how powerful this idea is, and why we believe it’s a step-change in how we build data platforms.

We use this pattern to build more generic data tooling, where instead of building similar pipelines as point solutions we can build tooling that doesn’t mandate anything about the data and how it is structured if we have enough context about the data, defined as metadata in the data contract. When adopting this pattern, it’s recommended to build a data infrastructure team, whose remit is to build this tooling for the adoption of all data generators, wherever they are in the organization.

To illustrate how this pattern is different from how we built platforms before, we walked through a case study of a previous service we implemented at GoCardless, the Data Platform Gateway...

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Driving Data Quality with Data Contracts
Published in: Jun 2023Publisher: PacktISBN-13: 9781837635009

Author (1)

author image
Andrew Jones

Andrew Jones is a principal engineer at GoCardless, one of Europe's leading Fintech's. He has over 15 years experience in the industry, with the first half primarily as a software engineer, before he moved into the data infrastructure and data engineering space. Joining GoCardless as its first data engineer, he led his team to build their data platform from scratch. After initially following a typical data architecture and getting frustrated with facing the same old challenges he'd faced for years, he started thinking there must be a better way, which led to him coining and defining the ideas around data contracts. Andrew is a regular speaker and writer, and he is passionate about helping organizations get maximum value from data.
Read more about Andrew Jones