Data scientists are highly skilled individuals who often have post-graduate qualifications (many with Ph.Ds and post-doctoral experience), in numerate scientific disciplines and an aptitude for statistics.

Experienced data scientists are often hard to find, relatively expensive and if they are enjoying what they are currently working on (and being paid enough to keep them happy), it is likely to be difficult to get them to jump ship.

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