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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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Providing self-served data infrastructure

Data generators must be able to create and manage their data products with agility and autonomy if we are going to improve the accessibility of quality data that leads to valuable business outcomes.

To enable that, the tooling implemented as part of our contract-driven architecture needs to be self-servable by those data generators. There should be no waiting on a central data or operations teams for review, slowing the data generators down and becoming a bottleneck.

We can be confident in allowing this because we have implemented the guidelines and guardrails that manage the risks, as we discussed in the previous section. That allows us to trust our data generators, and by showing we trust them we are promoting a sense of ownership of the data. That sense of ownership automatically translates into a feeling of responsibility and accountability for the data, and the data products they are providing.

As we’ve discussed throughout...

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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