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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.
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Defining the governance and controls

In Chapter 5, Embedding Data Governance, we discussed the importance of data governance and how we embed those controls alongside the data. We also spoke about how the responsibility of those controls is assigned to the data generators, supported by a central data governance committee through policies, standards, and tooling.

In this section, we’ll look at exactly how we can define the governance and controls in the data contract.

Every data contract must have an owner. This is the data generator, and it is they who take on the responsibilities and accountabilities we discussed in Chapter 4, Bringing Data Consumers and Generators Closer Together.

Depending on your requirements, you might want to embed some of the following in your data contract:

  • The version number of the contract
  • The service-level agreements (SLAs)
  • How to access the data (for example, is the interface a table in a data warehouse, a topic on a stream...
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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