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Reflection on the Data Science Profession in NYC
1. Reflections on
the data science
profession in NYC
(A series of anecdotes, and options,
based on one person’s biased
experience and observations
— mostly in New York City)
Plot by Eric Fischer
10K geo-located tweets on a map
https://flic.kr/p/bhfC8P
15. Data Engineering
Database design
Backend architecture
Security & auditing
Machine Learning
Production quality
Scaling and deploying
Internal tooling
Research &
Development
Social science Natural science
Experimentation
Data exploration
Model building
16. Data Engineering
Database design
Backend architecture
Security & auditing
Machine Learning
Production quality
Scaling and deploying
Internal tooling
Research &
Development
Social science Natural science
Experimentation
Data exploration
Model building
Marketing &
Communication
Visualization
Stakeholder MGMT
Data feedback
28. The best data scientist can write backward on glass.
29. 📞
⌨
“Live code a function that
groups this arbitrary data in
this arbitrary way…keeping
track of the timestamps.”
30. 📞
⌨
“Live code a function that
groups this arbitrary data in
this arbitrary way…keeping
track of the timestamps.”
📝
🗓
“Do this random take home
that we made from public
data, and from which we may
never give you feedback.”
31. 📞
⌨
“Live code a function that
groups this arbitrary data in
this arbitrary way…keeping
track of the timestamps.”
🕵
📊
“Go to the whiteboard and
specify a model that solves this
problem I have been thinking
about for six months.”
📝
🗓
“Do this random take home
that we made from public
data, and from which we may
never give you feedback.”