Scalingupa Data Science Team - BI Consultingbiconsulting.hu/letoltes/2018budapestdata/otti... ·...

Preview:

Citation preview

Scaling up a Data Science Team

We are hiring people, not skills

Levente Otti – Head of Data

GoalStrategyProcessesConclusions

Goal

Goal

Strategy

PassionJudgementImpactCommunication

Passion

Passion

Judgement

Judgement

Twyman's Law

"If a statistic looks interesting orunusual it is probably wrong."

Impact

Communication

certainty

AAAAA AAAAA AAAAA

AAAAA AAAAA AAAAA

AAAAA

AAAAA

AAAAA

AAAAA

AAAAA AAAAA AAAAA AAAAA AAAAA

AAAAAAAAAAAAAAAAAAAA

Communication

Processes

RecruitmentAgile workflowKnowledge sharing

Recruitment Process

1. CV screening2. Homework3. Interview4. Trial days

Agile workflow

Agile ceremoniesPair programmingRetroData demo

Knowledge sharing

Data GuildData BreakfastData Research DaysDedicated time for Learning / InnovatingBlog posts, White papers, Conferencetalks, Workshops - https://blog.craftlab.hu/

Conclusions

Constant improvement of processes

Constant improvement of processesCommon sense

Constant improvement of processesCommon senseMotivation

Recommended