The numbers game makes it hard to get a tenure track college faculty job, since the number of PhD graduates greatly exceeds the number of new tenure track faculty needed to replace those who retire or otherwise leave.
However, chemical engineering PhD graduates should have more possibilities for industry jobs than PhD graduates in some other fields.