What types of data pipelines is your org using?

Architecture Strategy

Batch streaming39%

Real-time streaming77%

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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As a security professional, do you currently feel as though you have a place with your executive team/board as a business advisor?

Yes48%

Yes, but not as much as I'd like39%

No10%

No, but I'm expecting that to change2%

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Say you started at a new company and found out they were using data/analytics in some way that goes against your own personal ethics, but not against company policy. How would you proceed?

What kind of growth opportunities can be offered to data/analytics talent? How do we keep them in the org?

How often are new databases, tables, systems, or SaaS tools added at your company that store user data?

Daily10%

Weekly43%

Monthly21%

Every 2-3 months11%

Every 4-6 months8%

Every year or less frequently6%

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