Implement alert queries and spike detection

Company: LinkedIn

Role: Machine Learning Engineer

Category: Coding & Algorithms

Difficulty: medium

Interview Round: Onsite

Quick Answer: This question evaluates a candidate's skills in streaming data structures, time-windowed aggregation, in-memory analytics for high-throughput alert ingestion, and array-based algorithmic reasoning for next-higher-element computation.