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Scaling up a Data Science Team We are hiring people, not skills Levente Otti – Head of Data

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Page 1: Scalingupa Data Science Team - BI Consultingbiconsulting.hu/letoltes/2018budapestdata/otti... · Scalingupa Data Science Team We arehiringpeople, notskills Levente Otti –Head of

Scaling up a Data Science Team

We are hiring people, not skills

Levente Otti – Head of Data

Page 2: Scalingupa Data Science Team - BI Consultingbiconsulting.hu/letoltes/2018budapestdata/otti... · Scalingupa Data Science Team We arehiringpeople, notskills Levente Otti –Head of

GoalStrategyProcessesConclusions

Page 3: Scalingupa Data Science Team - BI Consultingbiconsulting.hu/letoltes/2018budapestdata/otti... · Scalingupa Data Science Team We arehiringpeople, notskills Levente Otti –Head of

Goal

Page 4: Scalingupa Data Science Team - BI Consultingbiconsulting.hu/letoltes/2018budapestdata/otti... · Scalingupa Data Science Team We arehiringpeople, notskills Levente Otti –Head of

Goal

Page 5: Scalingupa Data Science Team - BI Consultingbiconsulting.hu/letoltes/2018budapestdata/otti... · Scalingupa Data Science Team We arehiringpeople, notskills Levente Otti –Head of

Strategy

PassionJudgementImpactCommunication

Page 6: Scalingupa Data Science Team - BI Consultingbiconsulting.hu/letoltes/2018budapestdata/otti... · Scalingupa Data Science Team We arehiringpeople, notskills Levente Otti –Head of

Passion

Page 7: Scalingupa Data Science Team - BI Consultingbiconsulting.hu/letoltes/2018budapestdata/otti... · Scalingupa Data Science Team We arehiringpeople, notskills Levente Otti –Head of

Passion

Page 8: Scalingupa Data Science Team - BI Consultingbiconsulting.hu/letoltes/2018budapestdata/otti... · Scalingupa Data Science Team We arehiringpeople, notskills Levente Otti –Head of

Judgement

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Judgement

Twyman's Law

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

Page 10: Scalingupa Data Science Team - BI Consultingbiconsulting.hu/letoltes/2018budapestdata/otti... · Scalingupa Data Science Team We arehiringpeople, notskills Levente Otti –Head of

Impact

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Communication

certainty

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Page 12: Scalingupa Data Science Team - BI Consultingbiconsulting.hu/letoltes/2018budapestdata/otti... · Scalingupa Data Science Team We arehiringpeople, notskills Levente Otti –Head of

Communication

Page 13: Scalingupa Data Science Team - BI Consultingbiconsulting.hu/letoltes/2018budapestdata/otti... · Scalingupa Data Science Team We arehiringpeople, notskills Levente Otti –Head of

Processes

RecruitmentAgile workflowKnowledge sharing

Page 14: Scalingupa Data Science Team - BI Consultingbiconsulting.hu/letoltes/2018budapestdata/otti... · Scalingupa Data Science Team We arehiringpeople, notskills Levente Otti –Head of

Recruitment Process

1. CV screening2. Homework3. Interview4. Trial days

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Agile workflow

Agile ceremoniesPair programmingRetroData demo

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Knowledge sharing

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

Page 17: Scalingupa Data Science Team - BI Consultingbiconsulting.hu/letoltes/2018budapestdata/otti... · Scalingupa Data Science Team We arehiringpeople, notskills Levente Otti –Head of

Conclusions

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Constant improvement of processes

Page 19: Scalingupa Data Science Team - BI Consultingbiconsulting.hu/letoltes/2018budapestdata/otti... · Scalingupa Data Science Team We arehiringpeople, notskills Levente Otti –Head of

Constant improvement of processesCommon sense

Page 20: Scalingupa Data Science Team - BI Consultingbiconsulting.hu/letoltes/2018budapestdata/otti... · Scalingupa Data Science Team We arehiringpeople, notskills Levente Otti –Head of

Constant improvement of processesCommon senseMotivation