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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
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- 546
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- 11
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- 8
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Showing 4441–4470 of 4616 results
- Walmart LabsHardSoftware EngineerImplement a Range Module with Add, Query, and Remove
Design a data structure that tracks coverage of real numbers using half-open intervals, supporting dynamic additions, removals, and continuous coverage queries. This tests ordered data structure manipulation, interval merging/splitting invariants, and binary search.
Coding & AlgorithmsTechnical Screenbinary-searchdesignintervals - Walmart LabsMediumSoftware EngineerImplement a Shape interface using OOP
This problem tests your ability to design a robust object-oriented structure using interfaces and concrete class implementations, focusing on polymorphism and data encapsulation.
Software Engineering FundamentalsTechnical ScreenOOPInterfacesPolymorphism - Walmart LabsMediumSoftware EngineerImplement lexicographically smallest Two Sum
This question evaluates array manipulation, index-level reasoning, and algorithmic efficiency for locating pair sums under lexicographic tie-breaking, testing attention to ordering constraints and correct index selection.
Coding & AlgorithmsTechnical Screen - Walmart LabsHardSoftware EngineerShortest Talent-Covering Team Starting At Each Index
Practice a sliding-window coding question where each start index needs the shortest contiguous team containing every talent type. This prompt targets hash map counts, two-pointer window management, and O(n) reasoning for large arrays.
Coding & AlgorithmsTechnical Screen - Warner Bros DiscoveryMediumSoftware EngineerDesign an ad content delivery system with A/B testing
This question evaluates system-design and distributed-systems competency, specifically real-time ad serving, targeting and campaign data modeling, high-throughput event logging, and A/B testing/experimentation infrastructure including experiment assignment and metric computation.
System DesignTechnical Screen - Warner Bros DiscoveryMediumSoftware EngineerImplement array rotations and CSV keyword search
This question evaluates array manipulation and string parsing competencies, focusing on rotating arrays via modular index arithmetic and locating substring occurrences within a simple CSV while mapping each match to row, column, and character position.
Coding & AlgorithmsTechnical Screen - WarpMediumSoftware EngineerImplement Terminal Tabs and Split Panels
This question evaluates the ability to design and implement hierarchical data structures, model tree-based panel layouts, and perform precise serialization/deserialization of nested UI state.
Coding & AlgorithmsTechnical Screen - WayfairHardSoftware EngineerMaximize the Product of Pair Distance and Minimum Value
Tests optimal two-pointer and greedy reasoning to maximize a distance-weighted minimum value pair in linear time.
Coding & AlgorithmsTechnical ScreenTwo PointersGreedyArrays - WayfairMediumApplied ScientistSet Bids for Search Advertising from Business Value
Design search-ad bidding from expected business value, with budget pacing, delayed conversion feedback, auction assumptions, and incremental-profit evaluation.
ML System DesignTechnical Screen - WaymoMediumFrontend EngineerBuild a React naval board
This question evaluates a candidate's ability to design frontend state and UI logic—specifically React component structure, state management, click-handling semantics, and derived sunk-detection logic for a Battleship-style board.
Software Engineering FundamentalsTechnical Screen - WaymoMediumSoftware EngineerBuild an Expression That Reaches a Target
This problem tests your ability to use recursion with backtracking or dynamic programming to partition a sequence of numbers and apply operators to satisfy a target value.
Coding & AlgorithmsTechnical ScreenRecursionBacktrackingMemoization - WaymoMediumData ScientistCompare Two Rare-Event Rates with Different Exposure
Compare sparse event rates across unequal mileage using a two-sample Poisson framework, exact conditional testing, and honest uncertainty.
Statistics & MathTechnical Screen - WaymoMediumSoftware EngineerCompute ETA between two map nodes
This problem tests your ability to implement Dijkstra's algorithm to find the shortest path in a weighted directed graph representing a road network.
Coding & AlgorithmsTechnical ScreenGraphsShortest PathDijkstra - WaymoMediumSoftware EngineerCompute Max Pooling Values and Coordinates
This problem tests your ability to manipulate 2D arrays, manage sliding window bounds, and track metadata (indices) efficiently during a data transformation task.
Coding & AlgorithmsTechnical ScreenArrays2D-GridSliding-Window - WaymoEasyData ScientistCompute probability match lasts 5 games
This question evaluates understanding of discrete probability, sequential best-of-n match modeling, Monte Carlo simulation for probability estimation, and interval estimation for proportions.
Statistics & MathTechnical Screen - WaymoHardSoftware EngineerCount Squares Formed by Segments
Count distinct axis-aligned squares whose full sides are covered by horizontal and vertical integer-coordinate segments. Normalize and merge collinear coverage, avoid duplicate geometric squares, support overlapping segments and negative coordinates, and index interval coverage efficiently.
Coding & AlgorithmsTechnical Screen - WaymoMediumMachine Learning EngineerDebug Tensor Conversion Bugs
This question evaluates debugging and implementation-level skills in tensor and array manipulation, focusing on aliasing behavior, conversion between column lists and ndarrays, correct handling of non-divisible chunking, and writing tests for these issues.
Coding & AlgorithmsTechnical Screen - WaymoMediumSoftware EngineerDecide If a Vehicle Is Ready to Go from Open/End Maintenance Events
Given a vehicle maintenance log of open and end events with timestamps and maintenance types such as oil or brake, decide whether the vehicle is ready to go. The problem tests chronological event processing with a stable tie rule, per-type state tracking, and detecting unmatched ends, overlapping opens, and tasks left open.
Coding & AlgorithmsTechnical Screen - WaymoMediumMachine Learning EngineerDesign Large-Scale Inference Serving
This question evaluates understanding of large-scale ML inference systems, assessing competencies in capacity planning, latency and tail-latency engineering, memory and bandwidth estimation, hardware selection (CPUs/GPUs/specialized accelerators), batching and caching trade-offs, and reliability concerns such as out-of-memory prevention and recovery. It is commonly asked to test practical system-design skills for production deployment by requiring back-of-the-envelope QPS and resource estimates and reasoning about operational trade-offs; this belongs to the ML system design category and emphasizes practical application over purely conceptual theory.
ML System DesignTechnical Screen - WaymoMediumSoftware EngineerDesign a Global Small-Image Caching Service
This problem tests the ability to design a highly available, globally distributed caching layer that handles high-throughput small-image delivery while maintaining data consistency and resilience against origin failures.
System DesignTechnical ScreenCachingDistributed SystemsLatency - WaymoMediumSoftware EngineerDesign a Real-Time Player Matchmaking Service
This problem tests the ability to design a distributed, low-latency matchmaking system capable of handling concurrent requests, state consistency, and efficient participant matching.
System DesignTechnical ScreenDistributed SystemsConcurrencyCaching - WaymoMediumSoftware EngineerDesign a System for a Vehicle Fleet Collecting Map Data for Autonomous Driving
A system design interview question asking you to design the system that runs a vehicle fleet collecting sensor data for autonomous driving maps. It tests coverage and mission planning, offloading very large sensor logs, reliable ingestion, data quality checks, privacy, and storage at petabyte scale.
System DesignTechnical Screen - WaymoMediumSoftware EngineerDesign and Implement a Cross-System Object Tracker
This problem tests your ability to design an efficient data structure for maintaining and merging temporal events associated with multiple system-generated IDs for the same physical object.
Software Engineering FundamentalsTechnical ScreenDSUData StructuresSystem Design - WaymoMediumSite Reliability EngineerDetermine Complete Interval Coverage
This question evaluates understanding of interval coverage, streaming or online algorithms, and data structures for maintaining dynamic unions of intervals as points arrive.
Coding & AlgorithmsTechnical Screen - WaymoEasyData ScientistDetermine earliest collision among moving cars
This question evaluates proficiency in kinematics, computational geometry, numerical root-finding, and scalable algorithm design for collision detection among moving objects, including attention to numerical precision and overlapping trajectories.
Coding & AlgorithmsTechnical Screen - WaymoMediumData ScientistEstimate Event Rates from Unequal-Probability Samples
Establish event rates from unequal sampling with inverse-probability weighting, exposure-aware denominators, and efficient stratified allocation.
Statistics & MathTechnical Screen - WaymoEasyData ScientistEstimate total attendance from size-biased reservation sample
This question evaluates understanding of size-biased sampling, selection bias correction, finite-population total estimation, and uncertainty quantification in survey sampling.
Statistics & MathTechnical Screen - WaymoMediumData ScientistEvaluate a New Version in Simulation and Explain a Flat Live Result
Compare model versions on paired simulation scenarios and diagnose why offline improvements may disappear in live rare-event evaluation.
Analytics & ExperimentationTechnical Screen - WaymoMediumSoftware EngineerExpand Nested Repetition Expressions
This problem tests your ability to parse nested patterns and handle recursion or stack-based state management to expand strings defined by repetition rules.
Coding & AlgorithmsTechnical ScreenStringsRecursionStack - WaymoMediumSoftware EngineerFind Every Island in a Grid and Measure Its Boundary with Water
A grid coding problem that asks you to find every island of land cells and report the length of each island's boundary with water, including enclosed lakes and grid edges. It tests grid traversal, connected components, careful edge counting, and deterministic output ordering.
Coding & AlgorithmsTechnical Screen
Walmart Labs
Wayfair
Waymo