Please add to this list!

Dissertation
Bolker, Joan. Writing the Dissertation in Fifteen Minutes a Day. Holt Paperbacks.
Burka, Jane with Lenora M Yuen, Procrastination: Why You Do It, What to Do About It Now. Cambridge, MA: Da Capo, 2008.
Foss, Sonja and William Waters. Destination Dissertation. Rowman and Littlefield, 2007.
Lamott, Anne. Bird By Bird: Some Instructions on Writing and Life. Anchor.
Rudestam, Kiel Erik, and Rae R. Newton, Surviving Your Dissertation: A Comprehensive Guide to Content and Process. Sage Publications, 2007.
Silvia, Paul J. How to Write a Lot: A Practical Guide to Productive Academic Writing. Washington, DC: American Psychological Association, 2007.
Wolcott, Henry F. Writing Up Qualitative Research. 2nd Ed. Sage.

The Job Market
Hume, Kathryn. Surviving Your Academic Job Hunt: Advice for Humanities PhDs. Palgrave, 2005.

Teaching
Bean, John C. Engaging Ideas: The Professor's Guide to Integrating Writing, Critical Thinking, and Active Learning in the Classroom. Jossey-Bass, 1996.
Robertson, Douglas. Making Time, Making Change: Avoiding Overload in College Teaching. Stillwater, OK: New Forums Press, 2003.


Other
Kamenetz, Anya. DIY U: Edupunks, Edupreneurs, and the Coming Transformation of higher Education, 2010.
Toth, Emily, Ms. Mentor's New and Ever More Impeccable Advice for Women and Men in Academia. U Penn Press, 2008.