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>"we want someone who can take large amounts of data and do something awesome with it". What do you call that?

Analyst




That's close to what I used to be called. It's a very overused and vague term, I'd argue far worse than the already bad 'data scientist'. Search job postings for 'analyst' and see the wide variety of jobs that turn up.


>Analyst

Analyst is a four-letter word in programming circles, isn't it?




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