I've worked with a few and some of the things I've noticed: No understanding of regular expressions / state machines / automata. Not understanding O() and algorithm complexity. Building kludged together language parsers. Not understanding parallel execution, threading, starvation, deadlock, etc. Generally not knowing about well-known algorithms and data structures and how to apply them.