Design an Ordered Vector with Move Semantics and Analyze Its Memory Layout
Company: Squarepoint
Role: Risk Technology Software Engineer
Category: Software Engineering Fundamentals
Difficulty: medium
Interview Round: Technical Screen
## Interview Prompt
Design a C++ ordered-vector container whose public behavior resembles
`std::vector` for iteration and `emplace_back`, but which keeps elements sorted.
Explain insertion, reallocation, perfect forwarding, exception safety, and move
semantics. Then compare array-of-structures and structure-of-arrays layouts for a
workload that scans only a subset of fields.
### Constraints & Assumptions
- The element type may be move-only and its move operation may throw.
- Ordering uses a supplied strict weak ordering comparator.
- Contiguous iteration is desirable, so arbitrary insertion can move many elements.
- The layout comparison must consider actual access patterns and vectorization.
### Clarifying Questions to Ask
- Does `emplace_back` mean append then restore order, or construct directly at the sorted position?
- What iterator invalidation guarantees are required?
- Which fields are accessed together in the hot loop?
### What a Strong Answer Covers
- Binary search for position paired with an honest O(n) shift cost.
- Allocator-aware construction, destruction, growth, and strong/basic exception guarantees.
- Correct copy deletion or conditional support and efficient move construction/assignment.
- Comparator requirements, duplicate handling, and iterator invalidation.
- AoS locality for whole records versus SoA locality and SIMD benefits for selected fields.
### Follow-up Questions
- When would a tree or flat set be a better abstraction?
- How can a throwing move constructor limit the exception guarantee during growth?
- What benchmark would decide between AoS and SoA for this workload?
Overview: Design a sorted C++ vector with move-only support, allocator-aware insertion, exception guarantees, and clear invalidation rules, then compare record and columnar layouts for selective scans.
Read the full Squarepoint Risk Technology Software Engineer interview experience this question came from