Autarchy of the Private Cave

Nature published the said survey based on responses of over 10000 employees in science. It has lots of multi-axis data to explore, and some major trends are discussed in the special report. Highly recommended for anyone considering science career changes.

Quite an entertaining story:
SCIgen at wikipedia
SCIgen tool
SCIgen blog

Finally, just a useful resource if you need a shiny name for your brand-new 2.0-beta project: anagram server.