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How esperanto isn’t the solution
Why collaborationis not aboutspeaking the samelanguage
One single project, several stakeholders…
…and a lot of trouble!
Opera project
Stage	
  director
Opera project
Stage	
  director
Soprano
Opera project
Stage	
  director
Soprano
Stage	
  manager
Opera project
Stage	
  director
Soprano
Stage	
  manager
Opera director
Opera project
Stage	
  director
Soprano
Stage	
  manager
Opera director
Conductor
Performance vs implementation
1. Respect skills
and open
environment
2. Focus on
the
framework
1 1 1+ +
doesn’t make 3 !
?
Data Lab Project
1	
  in	
  house	
  data	
  
scientist
Data Lab Project
1	
  in	
  house	
  data	
  
scientist
2	
  newly hired
Data	
  engineers
Data Lab Project
1	
  in	
  house	
  data	
  
scientist
2	
  newly hired
Data	
  engineers
Analysts
Data Lab Project
1	
  in	
  house	
  data	
  
scientist
2	
  newly hired
Data	
  engineers
Analysrs
Project	
  leader	
  
– IT	
  
infrastructure
Data Lab Project
1	
  in	
  house	
  data	
  
scientist
2	
  newly hired
Data	
  engineers
Analysrs
Project	
  leader	
  
(budget)
Project	
  leader	
  
– IT	
  
infrastructure
Data Lab Project
1	
  in	
  house	
  data	
  
scientist
2	
  newly hired
Data	
  engineers
Analysrs
Project	
  leader	
  
(budget)
Project	
  leader	
  
– IT	
  
infrastructure
Consultants	
  
team
Polyphony or cacophony?
Keep the stuff, change the bag!
Trying to square the circle
Technical
or
ready made?
1. Easy prototype and collaboration
2. Everything happens at the same place
3. End to end in an agile environment
Scalability
Thank you !

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Collaboration, Languages and Big Data, Anne Sophie Roessler, Deployment Strategist at Dataiku