IntermediateSITUATIONAL
Would you like the questions to include a short coding/problem task (e.g., design an endpoint, optimize a query) or only discussion/design questions?
Backend Developer
General

Sample Answer

I prefer including one short coding/problem task alongside discussion questions. In interviews I run, a small hands-on task—like designing an endpoint or optimizing a SQL query—lets me see how a candidate reasons under time pressure and writes pragmatic code. For example, a 20-minute endpoint design prompt can reveal tradeoff thinking about validation, idempotency, auth, and caching; a 15-minute query optimization shows familiarity with indexes and explain plans. Discussion questions then probe architecture, testing, and team processes. Combining both gives a more complete signal: I hired three engineers last year after this format and their ramp time averaged 6 weeks versus 10 weeks for hires from purely conversational interviews.

Keywords

Mix of short practical task + design discussionTimeboxed tasks reveal real coding and tradeoff reasoningCombined format improved hiring signal and ramp time (6 vs 10 weeks)
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