← Sonatus Interview Insights

Sonatus·Software Engineer·Technical Phone Screen·Intermediate

Intermediate
Jun 2026

Summary

Interviewed for a Software Engineer role at Sonatus and got a classic stack-based problem dressed up with sensor readings instead of temperatures. Pretty standard algorithmic round, nothing too surprising.

Questions Asked (1)

Q1

Given an array of daily sensor readings, for each day find how many days you have to wait before seeing a strictly higher reading. Return 0 if no such future day exists.

Algorithms & Data Structures
Author's notes

It's the next greater element problem with a twist in the story.

Create a free account to read the full note

AI HintsAI Generated

Suggested Approach

Clarify the problem and constraints, then propose an efficient monotonic stack solution that processes the array in O(n) time. Explain how the stack maintains indices of days with decreasing readings, and when a higher reading is encountered, pop and compute waiting days. Finally, discuss edge cases and complexity.

Pro tip: Mention that the monotonic stack approach is optimal and can be easily adapted to find the next greater element to the left or right, showing versatility. Also, emphasize handling duplicates correctly by using strictly greater comparison.

1. Clarify the problem

Restate the problem in your own words and ask clarifying questions about input size, duplicates, and expected output format.

2. Discuss brute force and its limitations

Mention the naive O(n^2) approach of checking each future day, and explain why it's inefficient for large inputs.

3. Introduce monotonic stack

Explain that a stack can keep track of days with unresolved higher readings, maintaining a decreasing order of readings.

4. Walk through the algorithm

Iterate through the array; while the stack is not empty and current reading is greater than the reading at the top index, pop and set the result for that index. Push the current index.

5. Analyze complexity and edge cases

State that each index is pushed and popped at most once, giving O(n) time and O(n) space. Discuss cases like strictly increasing, decreasing, and all equal readings.

Key Points to Mention

  • Monotonic stack (decreasing stack) to efficiently find next greater element
  • Time complexity O(n) and space complexity O(n)
  • Handling of strictly greater condition (not greater than or equal)
  • Initialization of result array with zeros for days with no higher reading
  • Comparison with brute force O(n^2) approach
  • Edge cases: empty array, single element, all equal elements

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