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Sonatus·Software Engineer·Technical Phone Screen·Intermediate

Intermediate
May 2026

Summary

Interviewed for a software engineering role at Sonatus and got a classic stack-based problem. Nothing too wild, but the details matter more than you'd expect with this one.

Questions Asked (1)

Q1

Given an array of daily temperatures, return an array where each element represents how many days you have to wait until a warmer day. If no warmer day exists, use 0.

Algorithms & Data Structures
Author's notes

Knew it was a monotonic stack problem pretty fast, which felt good.

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AI HintsAI Generated

Suggested Approach

Use a monotonic decreasing stack to efficiently find the next warmer day for each temperature. Iterate through the array, and for each day, pop indices from the stack while the current temperature is warmer, recording the difference in days. This yields an O(n) time and O(n) space solution.

Pro tip: Clarify that the stack stores indices, not temperatures, to easily compute the day difference. Mention that this pattern is reusable for problems like 'next greater element'.

1. Understand the problem

Restate the problem: for each day, find the number of days until a warmer temperature; if none, output 0. Confirm input/output format and edge cases.

2. Choose the right data structure

Select a stack to keep track of indices of days with decreasing temperatures. This allows efficient retrieval of the next warmer day.

3. Iterate and process

Loop through the temperature array. While the stack is not empty and the current temperature is greater than the temperature at the index on top of the stack, pop and compute the difference in indices.

4. Handle remaining indices

After the loop, any indices left in the stack have no warmer day, so their corresponding result remains 0.

5. Analyze complexity

State that each index is pushed and popped at most once, giving O(n) time and O(n) space. Compare with brute-force O(n^2) to highlight efficiency.

Key Points to Mention

  • Monotonic stack pattern for next greater element
  • Time complexity O(n) and space complexity O(n)
  • Edge cases: empty array, strictly decreasing temperatures, all equal temperatures
  • Storing indices instead of values to compute day differences
  • Alternative brute-force approach and its inefficiency
  • Potential follow-up: circular array or multiple queries

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