~/talk

Beyond the Build: Unleashing the Hidden Value in Your Data Platforms

Talkat DataEngBytes Sydney 2024 · on Tuesday, 2024-09-24· [data-engineering]
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slides:none on file

REA Group builds a streaming data platform on Kafka that enforces self-service onboarding with one- or two-step flows, eliminates approval bottlenecks, and delegates data ownership while providing rollback and recovery tools. Engineers and product teams co-develop pipelines (example: a proven BigQuery-to-Kafka batch ingestion that becomes a streaming pattern), governance uses federation and champions, and success is measured by rising market share, shorter onboarding time, NPS, reduced cognitive load and developer satisfaction.

AI-written summary · about

  1. 0:00Introduction
  2. 3:41Tech burnout in data work
  3. 8:17Data teams evolution
  4. 17:22Platform success factors
  5. 26:34Platform builder tips
  6. 29:22Closing and celebrating collaborative innovation
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