scalingupa data science team - bi consultingbiconsulting.hu/letoltes/2018budapestdata/otti... ·...
TRANSCRIPT
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