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Openai·Software Engineer·Technical Phone Screen·Intermediate

IntermediatePrefer not to say
Apr 2026Remote

Summary

OpenAI software engineer interview with a coding problem that's basically a simulation of a credit/balance system. Pretty niche problem, felt like it was testing more than just coding chops.

Questions Asked (1)

Q1

Design and implement a credit/balance system that supports adding and subtracting credits. Subtraction requests should be processed in order, but any request that would exceed the current balance gets skipped. Return the final balance and the list of executed transactions.

Algorithms & Data StructuresSystem Design
Author's notes

The skip-not-fail part is what tripped me up at first.

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AI HintsAI Generated

Suggested Approach

Clarify the requirements and constraints first, then propose a simple data structure like a queue for subtraction requests and a running balance variable. Process additions immediately, and for subtractions, iterate through the queue in order, executing only those that don't exceed the current balance. Finally, return the final balance and the list of executed transactions.

Pro tip: Discuss how your solution would scale if the number of transactions is huge or if subtractions need to be processed in real-time, showing awareness of system design trade-offs.

1. Clarify Requirements

Ask about input format, whether additions and subtractions are interleaved, and if the order of subtraction requests is strictly FIFO. Confirm expected output format.

2. Choose Data Structures

Use a queue to store pending subtraction requests in order, and a variable to track the current balance. Consider if additions should be processed immediately or also queued.

3. Design Algorithm

Process operations sequentially: for additions, increase balance; for subtractions, enqueue the request. After all operations, or interleaved, process the queue in order, skipping requests that exceed the current balance.

4. Handle Edge Cases

Consider negative amounts, zero balance, large numbers, and empty input. Ensure the algorithm correctly skips only the requests that would overdraw, not subsequent ones.

5. Analyze Complexity

State time and space complexity. Typically O(n) time and O(n) space for n operations, as each subtraction is processed at most once.

Key Points to Mention

  • Use of a queue to maintain order of subtraction requests
  • Running balance variable for O(1) balance updates
  • Skipping logic: only skip if amount > current balance, not if amount == balance
  • Handling interleaved additions and subtractions correctly
  • Time and space complexity analysis
  • Potential concurrency or scalability considerations for system design

AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.