While putting together some background for the final Winter Reading Series post (yet to come), I stumbled across an excellent list of advice for those searching for tenure-track assistant professorships, put together by Dr Becca of Fumbling Towards Tenure fame.
There’s a lot of great pieces here, and here’s a few of my favourites:

If you still have spare time after all that those posts and the rest of the list, drdrA has an excellent, 14-post series on the Academic Job Search.  Warning: like TV tropes that series will easily consume an entire afternoon.