Automated Take-Home Tests: Are Coding-Friendly Designers Getting Unfair Advantages?

Tech · 5 min read

A rise in automated take-home assessments has created a disparity in candidate performance: designers who code can ship component prototypes faster, while pure designers may struggle with the technical constraints of the tests. Recruiters are rethinking these tests to avoid biasing toward engineers disguised as designers.

Companies are experimenting with alternative assessments that emphasize problem framing, research synthesis, and cross-functional collaboration. Examples include timed synthesis exercises, moderated whiteboard sessions, and collaborative pairing interviews with PMs or engineers.

The trend highlights a larger hiring principle: assessments should map to day-to-day outcomes of the role. For hiring managers, the goal is to design fair evaluation rubrics; for candidates, clear communication about role expectations and asking for test accommodations can level the playing field.