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Cohere Coding Interview Questions

25 Cohere coding interview problems with full optimal solutions — 8 easy, 12 medium, 5 hard. Every problem ships with multiple approaches (brute-force first, then the optimal), complexity tables for each, company-specific tips on what an Cohere interviewer values, and a FAQ section.

Showing 2 problems of 25

  • #23hardfrequently asked

    23. Merge K Sorted Lists

    Merge k sorted linked lists into one sorted list. Cohere asks this because k-way merge is the core algorithm for combining ranked results from multiple retrieval shards in a distributed RAG system — minimising latency while maintaining global ordering.

  • #42hardfrequently asked

    42. Trapping Rain Water

    Calculate how much water can be trapped between bars after rain. Cohere asks this because the two-pointer insight — maintaining running maxima from both ends — mirrors how bidirectional attention masks are constructed in transformer architectures.

Cohere Coding Interview Questions — Full Solutions — InterviewChamp.AI