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Interview Questions
Practice 9403 coding, system design and machine learning questions from 546 companies, sorted by role, topic and interview round. Every question has step-by-step hints, a code runner that supports 8 languages and an AI mentor; members also get the full solution walkthrough.
- 9403
- Questions
- 546
- Companies
- 11
- Topics
- 8
- Languages
Showing 1351–1380 of 9403 results
- AppleMediumSoftware EngineerSolve 15 common Apple coding questions
This set evaluates algorithmic problem-solving and data-structure competence, including mastery of hash tables, linked lists, stacks, queues, heaps, graphs, sliding-window and two-pointer techniques, complexity analysis, and in-place transformations.
Coding & AlgorithmsTechnical Screen - AppleMediumSoftware EngineerSolve 15 common interview problems
This collection evaluates algorithmic problem-solving skills, mastery of fundamental data structures (arrays, strings, hash maps, stacks, queues, trees, graphs, linked lists) and the ability to reason about time and space complexity.
Coding & AlgorithmsTechnical Screen - AppleMediumSoftware EngineerSolve Digit-Square and Grid BFS Problems
This question evaluates understanding of digit-based state convergence and cycle detection alongside graph traversal and constrained shortest-path search, testing skills in number manipulation, state-space search, and BFS-style exploration.
Coding & AlgorithmsTechnical Screen - AppleMediumSoftware EngineerSolve Subset Sum And Return All Matching Subsets
This problem tests your ability to navigate the trade-off between dynamic programming and backtracking to find all unique combinations of elements that sum to a target value.
Coding & AlgorithmsTechnical ScreenBacktrackingRecursionSorting - AppleMediumSoftware EngineerSolve interval, grid-fill, and heap tasks
These combined tasks evaluate algorithmic problem-solving and data-structure design skills, specifically interval aggregation and counting over large timestamp ranges, constructive grid-filling with 4-directional connectivity constraints, and multiset operations supporting efficient retrieval and removal of minima and maxima.
Coding & AlgorithmsTechnical Screen - AppleMediumSoftware EngineerSolve linked list, grid BFS, and median queries
This problem tests your ability to manipulate linked list pointers in-place, perform a multi-source Breadth-First Search on a grid, and maintain a sorted structure to retrieve medians efficiently.
Coding & AlgorithmsOnsiteLinked ListBFSHeaps - AppleMediumSoftware EngineerSolve mixed coding tasks from interviews
This question evaluates binary tree traversal and leaf detection, calendrical date arithmetic and palindrome checking, discrete-time edge-detection/stateful sequence processing, and implementation of comparison-based sorting; category/domain: Coding & Algorithms. It is commonly asked to assess correctness and edge-case handling (e.g.
Coding & AlgorithmsTechnical Screen - AppleMediumMachine Learning EngineerSolve stock and banana problems
This question evaluates algorithmic problem-solving skills related to array processing, optimization under constraints, and reasoning about performance trade-offs by presenting a maximum single-transaction stock profit problem and a minimum banana-eating speed problem.
Coding & AlgorithmsOnsite - AppleEasySoftware EngineerSolve three easy algorithm problems
This multi-part prompt evaluates proficiency in fundamental algorithmic concepts including sorted array handling, single-transaction optimization in time-series data, and bracket-sequence validation, measuring understanding of array and string manipulation, common data structures, algorithmic complexity, and edge-case reasoning.
Coding & AlgorithmsTechnical Screen - AppleMediumSoftware EngineerSort and merge string lists by length
This question evaluates understanding of sorting algorithms, stability, merging strategies, and time/space complexity analysis when ordering strings by length, and is categorized under Coding & Algorithms.
Coding & AlgorithmsTechnical Screen - AppleEasySoftware EngineerStore Open-Hours Query: Weekdays, Split Shifts and Overnight Windows in Java
A progressive Java coding exercise that asks whether a store is open at a given time as its schedule grows from one daily window to selected weekdays, several windows per day, and overnight windows that cross midnight and wrap from Sunday to Monday. It tests time modeling, boundary handling, and keeping evolving code readable.
Software Engineering FundamentalsTechnical Screen - AppleMediumSoftware EngineerTime-to-Live Token Manager With Renewal and a Heavy Concurrent Read/Write Follow-up
Implement a token manager in which each token expires a fixed time-to-live after it is generated or renewed, renewals extend only unexpired tokens, and a query counts live tokens. The follow-up asks how to keep it correct and fast under heavy concurrent reads and writes.
Software Engineering FundamentalsTechnical Screen - AppleMediumSoftware EngineerTroubleshoot a Failing Kubernetes Pod: Where to Start and What to Check
Explain how to troubleshoot a Kubernetes pod that has a problem, starting from its status, container states and events. Tests mapping Pending, ImagePullBackOff, CrashLoopBackOff, OOMKilled and not-Ready states to likely causes, using logs, debug containers and node checks, and separating mitigation from root cause.
Software Engineering FundamentalsTechnical Screen - AppleMediumSoftware EngineerUnit Ratio Queries Across Independent Unit Families with Modular Answers
A graph coding problem: given multiplicative conversion factors between units that split into independent families, answer queries for how many units of one unit equal one unit of another, returning the ratio modulo a prime or -1 when the units cannot be converted. It tests graph traversal over a forest and modular arithmetic.
Coding & AlgorithmsTechnical Screen - AppleMediumSoftware EngineerValidate and Assess Performance Benchmarks
Assess QA benchmark validity using comparable baselines, measurement variation, practical impact, and clear ownership of regression thresholds and known issues.
Software Engineering FundamentalsOnsite - AppleMediumSoftware EngineerVertical Order Traversal of a Binary Tree
This problem tests your ability to map tree nodes to a 2D coordinate system and group them based on their horizontal distance from the root, followed by specific sorting criteria.
Coding & AlgorithmsOnsiteBinary TreeHash TableSorting - AppleMediumSoftware EngineerWalk Through Your Hardest Debugging Investigation
This question assesses your systematic problem-solving process, technical depth, and ability to learn from high-pressure production incidents.
Behavioral & LeadershipOnsiteBehavioralDebuggingProduction - AppleHardMachine Learning EngineerWalk Through an Agentic PDF Evaluation Codebase
This question tests your ability to navigate, critique, and extend a modular codebase designed for evaluating agentic PDF processing pipelines, focusing on evaluation metrics and robust system architecture.
Software Engineering FundamentalsTechnical ScreenAgentic-WorkflowsEvaluationLLM-Systems - AppleMediumSoftware EngineerWork Productively with Someone Who Disagrees
This question assesses a candidate's ability to navigate professional conflict by prioritizing team objectives over personal ego and maintaining effective working relationships.
Behavioral & LeadershipOnsiteCommunicationConflict ResolutionCollaboration - AppleEasySoftware EngineerWrite a Usage Example for a Resource-Owning C++ Class and Explain Its Semantics
A C++ internship screen exercise: read an unfamiliar class that owns a heap array and write an example program showing callers how to use it correctly. It tests code comprehension and C++ fundamentals such as RAII, deleted copy operations, move semantics, noexcept, explicit constructors and const-correctness.
Software Engineering FundamentalsTechnical Screen - AppleMediumMachine Learning EngineerWrite a generator for substring pattern matches
This question evaluates understanding of string pattern matching and generator/iterator design, testing skills in handling overlapping matches, streaming output, and worst-case time complexity considerations.
Coding & AlgorithmsTechnical Screen - AppleEasyData ScientistWrite queries to compute salary and budget stats
This set of tasks evaluates data manipulation and analytical competencies, specifically the ability to compute order-statistics on numeric columns, perform relational joins to enrich event records, and reason about constrained selection for maximizing hires using SQL and pandas.
Data Manipulation (SQL/Python)Onsite - AppleMediumSoftware EngineerZero out duplicates and sort an array
This question evaluates proficiency in array manipulation, duplicate handling, and custom sorting logic with attention to time and space complexity, and it falls within the Coding & Algorithms domain.
Coding & AlgorithmsTechnical Screen - Applied IntuitionMediumSoftware EngineerBuild an Ingestion Service and Timestamp-Indexed Query API for MCAP Driving Logs
A hands-on build exercise over recorded vehicle drive logs stored in MCAP, with Protobuf-encoded camera and location messages. The candidate ingests the runs, designs storage and a time index, exposes APIs to list runs and query messages by timestamp, then demos the result and explains how they worked with an AI coding assistant.
Software Engineering FundamentalsOnsite - Applied IntuitionMediumSoftware EngineerBuild and present a minimal vehicle log playback app from S3 data in two hours
Given two hours, an AI coding assistant and an S3 bucket of unfamiliar vehicle log data, build a minimal 3D log playback app and then present it in 30 minutes. The exercise tests data exploration, tight scoping, verifying AI-generated code, and explaining trade-offs and future work clearly.
Software Engineering FundamentalsOnsite - Applied IntuitionMediumSoftware EngineerCompress vertices into uniques and indices
This question tests the ability to efficiently identify unique elements in a sequence while maintaining their original relative order, mapping them to integer indices to compress a large dataset.
Coding & AlgorithmsOnsiteHashingData StructuresOptimization - Applied IntuitionMediumMachine Learning EngineerDebug a GPT training pipeline
This question evaluates debugging and implementation skills for transformer-based training pipelines, specifically attention masking, training-loop correctness, positional encoding integration, and the ability to design unit tests that catch such bugs.
ML System DesignTechnical Screen - Applied IntuitionMediumMachine Learning EngineerDesign Ordered CUDA Reduction
This question evaluates understanding of parallel GPU programming, deterministic reduction ordering, and numerical stability in floating-point arithmetic, within the domain of parallel algorithms, GPU/CUDA programming, and numerical computing for a Software Engineering Fundamentals / Machine Learning Engineer role.
Software Engineering FundamentalsTechnical Screen - Applied IntuitionMediumSoftware EngineerDesign Parsing Boundaries for Interdependent Message Types
Design parsing and type-resolution boundaries for interdependent message definitions, clarifying schema versus encoded input, forward references, recursion, and validation.
Software Engineering FundamentalsTechnical Screen - Applied IntuitionMediumSoftware EngineerDesign Sensor Data Processing With AI-Assisted Implementation
Design an end-to-end ingestion, validation, and storage pipeline for high-frequency sensor telemetry from autonomous vehicle fleets. The focus is on handling raw versus derived data, schema modeling, fast time-range queries, and robust validation.
System DesignTechnical ScreenTime SeriesData PipelineIoT & Robotics
Apple
Applied Intuition