You take a tangle of data requirements and turn it into a shipped, working system — guiding schema design, development, and delivery across developers, analysts, and the business. Steering databases from design to delivery.
The work centers on shepherding development: gathering requirements, planning sprints, tracking features, and keeping developers, analysts, and business owners aligned on what the data should do. Less about uptime, more about turning fuzzy requirements into a shippable system, and a lot of the job is managing scope as everyone discovers what they actually wanted halfway through.
The flavor shifts by org — a product company builds data-heavy features, an enterprise builds internal systems, a consultancy delivers for clients. Requirements tend to shift mid-build, since data needs surface as work progresses, and you're accountable for delivery without writing the code. Translating between business intent and technical reality is the friction.
Strong fits tend to be organized, communicative, and fluent enough in data to push back well. If you'd rather design schemas yourself or hate shifting requirements, it may frustrate. But if you like turning a tangle of needs into a delivered, working data system, and bridging tech and business, it's a solid, in-demand role.
Where this role sits in the broader career landscape — and where it can take you.
Roles like this one sit within a broader occupational category. The numbers below reflect that full landscape — helpful for context, but your specific experience will depend on level, specialty, and where you work.
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