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Top 50 AI Engineer Interview Questions

The 50 most important questions to prepare for AI Engineer interviews. Questions from real interview reports rank first. Updated daily.

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1
RecursionStart here. 9 questions · ~225 min
2
Hash Tables10 questions · ~250 min
Find Two Sum IndicesEasy
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Use a hash map to find two array elements that sum to a target in O(n) time.

Hash TablesArraysSortingLLuxoft SingaporeNeoDoctoCCredible
Design an LRU CacheEasy
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Implement an LRU cache in O(1) average time using a hash table and doubly linked list.

Hash TablesQueueLinked ListsAllianzICFInsulet
Two Sum with TargetEasy
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Use a hash map to find two array elements that sum to a target in O(n) time.

Hash TablesArraysStringsiCapitalPaycomBlend360
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3
Queue4 questions · ~100 min
Binary Tree Level Order TraversalEasy
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Traverse a binary tree level by level using a queue-based breadth-first search.

QueueTreesReplyAmplifi GroupExpedia Group
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4
Arrays6 questions · ~150 min
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5
Math4 questions · ~100 min
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6
Coding3 questions · ~75 min
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7
More topics14 questions · ~350 min
Cosine Similarity ImplementationEasy
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Implement cosine similarity for two numeric vectors using dot product and vector norms.

implementationClickhouseSocureEXL Service
Basic Linear Regression FunctionEasy
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Implement ordinary least squares to fit a line and predict values for new inputs.

RegressionMathArraysUniversity of HoustonRice UniversityConnectiveRx
Graph Traversal with BFS and DFSEasy
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Traverse a graph from a start node using BFS and DFS, returning the visit order for each traversal.

StackQueueGraphsSiemensSimple TireInformatica
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