Job Scheduler with Task Dependencies

System DesignDatabricksLast reported April 2026Low Frequency
Reported
2× across candidate reports
First seen
April 2025
Last reported
April 2026
Reported outcome
unknown

Problem Overview

Design a job scheduler system. In the low-level variant: each job is a task list containing dependency relationships between tasks — candidates must reason about how to model, schedule, and execute tasks respecting those dependencies. In the higher-level GPU compute platform variant: design a compute platform that manages X GPUs…

  • 5 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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