The Analytics Engineering Podcast

Ramp's $8 Billion Data Strategy (W/ Ian Macomber and Ryan Delgado)

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Aug 11, 2023
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INSIGHT

Data Integration in Product Pods

  • Embedding analytics engineers and data scientists into product pods speeds decision-making and empowers teams.
  • Deep product context is essential for effective data work and shaping product success.
ADVICE

Welcome Others to Codebase

  • Invite interested stakeholders to contribute to the data codebase to reduce decentralized, hidden business logic.
  • Provide clear documentation and standards to enable effective collaboration and centralized data ownership.
INSIGHT

Need for Real-Time Data Access

  • Relying solely on batch SQL and daily data pipelines falls short for rapidly changing business needs.
  • Direct analyst access to near real-time production data, even if non-ideal, increases agility.
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