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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 data contracts as our solution to the problems identified in Chapter 1, A Brief History of Data Platforms. We’ve provided a definition and discussed how data contracts provide an agreed interface between the generators of data and its consumers. That interface also sets the expectations around that data and how it should be governed. We then have everything we need to facilitate the explicit generation of quality data.

These are the four principles of data contracts, which work together to drive a step change in building reliable, trusted, and effective data platforms, and help us achieve our aim of increasing the value our organizations can get from our data.

By applying these principles, we are shifting the responsibilities left, moving more upstream to the data generators. We’re addressing the data quality and dependability issues at source, by those who have the most knowledge of the data and the ability...

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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