NumPy Puzzle / Vectorization

CodingOpenAILast reported April 2026Medium Frequency
Reported
7× across candidate reports
First seen
November 2025
Last reported
April 2026
Reported outcome
mixed

Problem Overview

The round is a 60-minute ML coding interview with two graded parts and, in one report, a third that the candidate could not solve. Seven reports. The official prompt: implement a simple numerical routine involving arrays and basic math operations, with the focus on accuracy, performance, and edge cases; no…

  • 3 candidate-reported follow-ups — the exact probes interviewers asked, with the trigger for each
  • The rest of the problem statement — full requirements, constraints, and edge cases
  • Approach and trade-offs — what passing candidates did, and the mistakes that sink people
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Verified Source
Every question is reconstructed from multiple independent candidate reports. Verbatim follow-ups, not invented ones.
Codex Fact-Checked
Technical claims, formulas, and scale numbers are reviewed against primary sources.
Interviewer Follow-ups
The exact follow-ups reported by candidates, with the trigger that prompts each one — plus the mistakes that sink people.
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