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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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Using data contracts to change an organization

We’ll start by understanding how we can use the adoption of data contracts to change an organization. We’ll learn about the two major roles involved in the extraction of value from data, and how they both need to change if we are to achieve our objectives.

It’s important to keep in mind that data contracts are not just about implementing some tooling and defining a new architecture. If we want to make cultural changes, as we discussed in Chapter 2, Introducing Data Contracts, we need to change how people within the organization work with data.

In fact, I’d say data contracts are about affecting and facilitating this change in culture than the technology and how it is implemented.

There are two distinct roles we refer to in the context of data contracts:

  • Data generator: The people generating data intended to be consumed by one or more data consumers. They often work in a product engineering team...
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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