Structured interviews, minus the busywork

Ask ten interviewers the same open-ended question and you'll get ten different read-outs. Not because they disagree on talent — but because they're each measuring something slightly different. Structure fixes that. When everyone scores the same competencies against the same rubric, signal rises and bias falls.

The catch: structure has a reputation for being heavy. Rubric docs, calibration meetings, spreadsheets that never quite match. So teams quietly drop it, and interviews drift back to gut feel.

Start with the competencies, not the questions

Before you write a single question, name the three or four things this role actually needs. For an engineer that might be problem solving, communication, and code quality. Questions are just instruments for measuring those competencies — interchangeable, and easy to swap when one gets stale.

We cut our screening time in half once we stopped reinventing the interview for every candidate.

Make the rubric impossible to skip

The reason rubrics get skipped is that they live somewhere else — a doc, a tab, a folder nobody opens mid-interview. The fix is to put the rubric where the work happens: next to the video, next to the notes, scored in the same click.

• Anchor each score with a one-line description of what a 3 vs. a 5 looks like.
• Capture notes against the question, not the candidate — it keeps feedback specific.
• Default to async for first screens so reviewers score on their own time.

Transcripts, highlights and reminders are the unglamorous parts that make structure stick. When the busywork is automated, structure stops feeling like a tax and starts feeling like the fastest path to a confident yes.