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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

There’s no doubt that the effective use of data is becoming ever more critical to organizations. No longer is it only expected to drive internal reporting and KPIs, but the use of data is driving key products both internally and externally to customers.

However, while the tools we have available are better than ever, the architecture of the data platforms that underpin all of this have not evolved alongside them. Our data platforms continue to be hampered by a bottleneck that restricts the accessibility of the data. They are unable to provide the reliable, quality data that is needed to those teams who need it when it is needed.

We need to stop working around these problems within the data platform and address them at the source.

We need an architecture that sets expectations around what data is provided, how to use it, and how reliable it will be.

We need a data culture that treats data as a first-class citizen, where responsibility is assigned to those who generate the data.

And so, in the next chapter, we’ll introduce data contracts, a new architecture pattern designed to solve these problems, and provide the foundations we need to empower true data-driven organizations that realize the value of their data.

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