Ranking interview questions.
A curated set of 21 questions that repeatedly exercise Ranking concepts in AI/ML interviews.
Improve Instagram comment rankingML System Design · hard · Evidence 77/100Design a color suggestion system.ML System Design · hard · Evidence 77/100How would you handle cold start for new ads?ML System Design · medium · Evidence 77/100Rank nearby places beyond distanceML System Design · hard · Evidence 77/100Design local search rankingML System Design · medium · Evidence 77/100Design Nearby Places RecommendationsML System Design · hard · Evidence 77/100Design a cold-start recommenderML System Design · hard · Evidence 77/100Design News Feed rankingML System Design · medium · Evidence 77/100Design a recommendation system for a product scenario.ML System Design · hard · Evidence 75/100Design a short-video recommendation system similar to Reels.ML System Design · hard · Evidence 70/100Design a Pinterest Recommendation SystemML System Design · hard · Evidence 66/100Design a Sales-Based Ranking Data StructureML System Design · medium · Evidence 66/100How would you reason about product sense for an ML ranking feature?ML System Design · medium · Evidence 41/100Design a Recommendation System at High LevelML System Design · hard · Evidence 41/100Transformation + Sorting AI Coding ProblemML Coding & PyTorch · medium · Evidence 41/100How should retrieval metrics differ from ranking metrics in a recommender?ML Fundamentals · medium · Evidence 41/100Design Recommendation + Ranking for a Hiring-Manager RoundML System Design · hard · Evidence 41/100How would you evaluate the relevance of a color-suggestion model?ML Fundamentals · medium · Evidence 41/100Retrieval vs RankingML Fundamentals · medium · Evidence 41/100Design a Second-Pass Feed RankerML System Design · hard · Evidence 34/100Design Hashtag-to-Video RelevanceML System Design · hard · Evidence 34/100