Count kth largest element in matrix

Last updated: November 16, 2025

Quick Overview

Count the number of longest subsequence in the given grid.

Scale AI
Coding & Algorithms
Machine Learning Engineer
Scale AI
November 16, 2025
Machine Learning Engineer
Technical Screen
Coding & Algorithms
Easy

25

4

3,690 solved


Count the number of longest subsequence in the given grid.

Coding interviews at Scale AI focus on problem-solving approach as much as the final solution. The interviewer wants to see you break down the problem, consider edge cases, and optimize iteratively. Communication throughout the process is key.

What the Interviewer Expects
  • Identify the correct data structure and algorithm for the problem
  • Write clean, bug-free code with proper variable naming
  • Analyze time and space complexity correctly
  • Handle basic edge cases (empty input, single element)
  • Communicate your thought process while coding
Key Topics to Cover
Binary search and divide and conquer
Common algorithm patterns (sliding window, two pointers, BFS/DFS)
Data structure selection and trade-offs
Time and space complexity analysis
Sorting and searching
How to Approach This
  1. Clarify input constraints and edge cases before writing code.
  2. Walk through your approach verbally and confirm with the interviewer before coding.
  3. Start with a brute force solution, then optimize. Mention time and space complexity.
  4. Test your solution with examples, including edge cases like empty input or duplicates.
  5. Consider common patterns: sliding window, two pointers, hash map, BFS/DFS, dynamic programming.
Possible Follow-up Questions
  • Can you solve this iteratively instead of recursively (or vice versa)?
  • What is the worst-case input for your solution?
  • What if the input doesn't fit in memory?
  • Can you optimize the space complexity of your solution?
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