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Airbnb·Software Engineer·Technical Phone Screen·Intermediate

IntermediatePrefer not to say
May 2026

Summary

Airbnb coding round, one algorithmic question the whole time. Pretty focused session, nothing too surprising if you've done greedy problems before.

Questions Asked (1)

Q1

Given a string representing a non-negative integer and an integer k, remove exactly k digits so the resulting number is as small as possible. The digit order must be preserved and there should be no leading zeros in the output.

Algorithms & Data Structures
Author's notes

The monotonic stack solution clicked for me pretty fast, but I fumbled the edge cases.

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AI HintsAI Generated

Suggested Approach

Use a greedy approach with a monotonic stack to remove digits that are larger than the next digit, ensuring the smallest possible number. Iterate through the digits, maintaining a stack of selected digits, and pop from the stack when the current digit is smaller and removals are still allowed. After processing, handle any remaining removals by trimming from the end, and finally strip leading zeros.

Pro tip: Clarify edge cases upfront, such as when k equals the length of the string (result should be '0') or when leading zeros appear after removal. Also, discuss time and space complexity (O(n) time, O(n) space) to demonstrate thoroughness.

1. Understand the problem and edge cases

Restate the problem to ensure clarity: remove exactly k digits to minimize the number while preserving order and avoiding leading zeros. Identify edge cases like k=0, k=length, all digits same, and strings with zeros.

2. Choose the right data structure and algorithm

Select a monotonic stack (or deque) to efficiently track digits to keep. Explain that the greedy strategy of removing a digit when it is greater than the next digit leads to the smallest number.

3. Implement the greedy removal process

Iterate through each digit, and while the stack is not empty, the top of the stack is greater than the current digit, and removals remain, pop from the stack. Then push the current digit. After iteration, if removals remain, remove from the end of the stack.

4. Handle leading zeros and format output

Convert the stack to a string, strip leading zeros, and if the result is empty, return '0'. Ensure exactly k digits were removed.

5. Analyze complexity and test

State that the algorithm runs in O(n) time and O(n) space. Walk through a few test cases to verify correctness, including edge cases.

Key Points to Mention

  • Greedy strategy: remove a digit when it is greater than the next digit to minimize the number.
  • Use of a monotonic stack to efficiently track digits and perform removals.
  • Handling of remaining removals after the main loop by trimming from the end.
  • Stripping leading zeros and returning '0' if the result is empty.
  • Time and space complexity: O(n) time and O(n) space.
  • Edge cases: k=0, k=length, strings with zeros, and all digits identical.

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