What types of data pipelines is your org using?

Batch streaming38%

Real-time streaming78%

Lambda architecture31%

Other (please share in comments)4%

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Director of Data Architecture in Media2 years ago

Kappa Architecture is replacing Lamba, it is mainstream now.

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MBA / Master's Degree72%

CISSP / Comparable Certification27%

A fully-managed, serverless federation service tightly integrated with a single primary database vendor's cloud ecosystem for ease of use.32%

A flexible solution that offers greater control over deployment (e.g., on-premises, hybrid cloud/VPC) to meet data sovereignty, security, or multi-cloud requirements.32%

A primary focus on real-time performance and complex analytics, even if it means moving data into a specialized data warehouse or data lakehouse.37%

Simplified data governance and a unified security model that can be applied across all connected data sources, regardless of the underlying technology.11%

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