Case Study: Rewriting a Real Engineering JD

The original JD opened with two paragraphs about company culture and listed 14 requirements. The rewrite opened with what the engineer would ship in their first quarter and split requirements into 5 essential and 6 helpful.

Application rate rose 38% and the eventual hire reported the JD was the reason they applied. Same role, same salary, same team — different words.