The engineering PhD to tenure track academic job numbers game

[roethlisburger]

But many work at gov’t (say DoD) labs, where they are doing “new stuff” that does not get published; similarly in industry situations, where “trade secrets” preclude publication.

Trade secrets aside, a lot of industry “research” in engineering isn’t fundamental enough or advance the state of the art enough to meet the threshold for publication in a peer reviewed journal.