← intercontinental exchange Interview Insights
Python wasn't allowed which tripped me up a bit since I default to it.
Start by clarifying the problem and constraints, then outline a solution that uses a hash map to store frequencies or indices, followed by sorting based on values while preserving stable order. Walk through the algorithm step-by-step, analyze time and space complexity, and discuss trade-offs such as when to use a map versus other data structures.
Pro tip: Mention that std::sort is not stable, so if stable order is required, use std::stable_sort or sort pairs with the original index as a tiebreaker. This shows attention to detail and understanding of C++ standard library nuances.
Ask clarifying questions to understand the input array, expected output, and any constraints (e.g., duplicates, order preservation). This ensures you address the correct problem.
Explain how you'll use a hash map (e.g., std::unordered_map) to store frequencies, indices, or other relevant data. Discuss why a hash map is suitable (O(1) average lookup/insertion).
Describe how you'll sort the elements, specifying the sorting criterion (e.g., by value) and how you'll preserve stable order if needed (e.g., using std::stable_sort or storing original indices).
State the time and space complexity of your approach, and discuss alternative strategies (e.g., using a map vs. sorting first) and their trade-offs.
Trace your algorithm on a small example to demonstrate correctness and clarify any edge cases.
AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.