A BI specialist, a data scientist

and a data engineer walk into a bar...

@peeterskris

BI specialist

Right glassRight temperatureRight source

Wrong metadata

Data scientist

Same glassSame temperatureSame source

Recommendation:White wine

Data engineer

Big beerBeer lakeStreaming beer

Not beer

A BI specialist, a data scientist

and a data engineer walk into a data warehouse

@peeterskris

1. Learn from each other

GOOD BAD

Data managementETL PipelinesData cleansing

Automated <anything>Agile DevelopmentRapid iterations

Agile developmentAutomate ALL THE THINGSTechnology knowledge

Experience with dataSUM or beyondLet’s make it generic

Smartest person in the roomClose to businessDelivering value

Insists on own toolsetCoding skillsLone wolf

2. Don’t come in with a solution

3. You know nothing until you’ve deployed an end-to-end pipeline into production

4. Scale the organisation

together with the data

Data Producers vs

Data Consumers

5. Focus

Let’s have a beer

@peeterskris