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You Don't Need More Data Engineers. You Need DataDevOps

The gap between DevOps and data is creating friction your teams can’t fix with more tools. Most systems weren’t built to handle today’s speed, scale, or volatility, and it shows. When your data teams are tied up fixing pipelines and babysitting legacy solutions, progress grinds to a halt. This paper lays out a practical framework for DataDevOps: what it is, where traditional approaches fall short, and how to start building infrastructure that adapts by default.

John Derham
Whitepapers
7/30/2025
8
min
You Don't Need More Data Engineers. You Need DataDevOps

John is a visionary architect of innovative technology stacks. His products are state-of-the-art layers of integrated AI and proprietary contextualizing software, and the platforms have utility for measurement in industries including media, financial services, e-commerce, and various other B2C and B2B applications. He is a pioneer in building and leading diverse data analytics teams and strategies. He also has an uncanny ability to effectively communicate between technology and executive layers to advance innovative strategies and solve real-world problems. Derham has many noted successes in marketing, product, risk management, and other operational disciplines. John has a Bachelor of Science from the Villanova School of Business with a concentration in Financial analytics.

John Derham

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John is a visionary architect of innovative technology stacks. His products are state-of-the-art layers of integrated AI and proprietary contextualizing software, and the platforms have utility for measurement in industries including media, financial services, e-commerce, and various other B2C and B2B applications. He is a pioneer in building and leading diverse data analytics teams and strategies. He also has an uncanny ability to effectively communicate between technology and executive layers to advance innovative strategies and solve real-world problems. Derham has many noted successes in marketing, product, risk management, and other operational disciplines. John has a Bachelor of Science from the Villanova School of Business with a concentration in Financial analytics.

John Derham
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