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Amazon·Software Engineer·Technical Phone Screen·Intermediate

Intermediate
May 2026

Summary

Amazon SWE coding round, one algorithmic problem about making an array non-decreasing using range-add operations. Clean problem on the surface but the proof side of it is where things get interesting.

Questions Asked (1)

Q1

Given an integer array, you can pick any closed interval and add a positive integer to every element in it. Minimize the total sum of all values added across operations so the final array is non-decreasing.

Algorithms & Data StructuresTechnical Trade-offs
Author's notes

The code itself is basically five lines once you see it: just sum up the drops between consecutive elements where a[i-1] > a[i].

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AI HintsAI Generated

Suggested Approach

First, clarify the problem and constraints, then derive the optimal strategy by analyzing the effect of operations. The key insight is to process the array from right to left, maintaining the minimum required value for each position, and using a stack or greedy approach to compute the minimal total increment.

Pro tip: Emphasize that the optimal solution involves only adding to suffixes, and the minimal total sum equals the sum of positive differences between the required minimum and the original value when traversing from right to left. This shows deep insight and avoids overcomplicating with interval operations.

1. Clarify the problem and constraints

Ask about input size, value ranges, and whether the array can be modified in place. Confirm that operations can be applied multiple times and that we want to minimize the total sum of added values.

2. Analyze the effect of operations

Observe that adding to a closed interval is equivalent to adding to a contiguous subarray. To make the array non-decreasing, we need to ensure each element is at least as large as the previous one.

3. Derive the optimal strategy

Process from right to left: maintain the minimum value that the current element must have to keep the suffix non-decreasing. If the current element is less than this minimum, we must add the difference; otherwise, update the minimum to the current element.

4. Compute the minimal total sum

Sum all positive differences between the required minimum and the original value. This sum is the minimal total added value, achievable by adding to suffixes ending at each position where a difference occurs.

5. Validate with examples and edge cases

Test with small arrays, strictly increasing/decreasing arrays, and arrays with equal elements. Confirm that the computed sum matches the result of applying the operations.

Key Points to Mention

  • The problem reduces to making the array non-decreasing by only increasing elements.
  • Optimal operations can be restricted to suffixes without loss of generality.
  • The minimal total sum is the sum of positive differences when traversing from right to left.
  • Time complexity is O(n) and space complexity O(1) for the optimal solution.
  • Greedy approach works because increasing an element only affects the elements to its left.
  • Edge cases: empty array, single element, already non-decreasing array.

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