Software Engineering Fundamentals Interview Questions

Practice 603 real Software Engineering Fundamentals interview questions for 2026. Covers core coding, data structures, complexity analysis, debugging, and implementation best practices — real questions from actual interviews with detailed solutions to support focused interview preparation. This category tests the engineering basics interviewers rely on to predict on-the-job performance: correct and efficient algorithms, clean and maintainable code, complexity trade-offs, edge-case reasoning, and the ability to turn requirements into a working implementation under time pressure. Expect heavy weighting at companies like Amazon, Google, and OpenAI, where fundamentals often gate candidates before system design or product rounds. To prepare, prioritize timed problem practice that enforces clear communication, complexity justification, and test-case coverage; drill common data structures and complexity patterns until they become second nature; and rehearse coding on a whiteboard or shared editor to simulate real loop conditions.

603 Questions 194 Companies08.04.2026
Showing 20 results
Role
J.P. Morgan logo
J.P. Morgan
Medium
Software Engineer Locked

Exception Handling in a RESTful Service with @ControllerAdvice

This question evaluates a candidate's understanding of centralized error handling in RESTful API design, specifically using framework-level cross-cutt...

Software Engineering Fundamentals
2
0
20 people solved
Jun 9, 2026
Meta logo
Meta
Medium
Site Reliability EngineerSenior+

Troubleshoot a production server outage

You are the on-call engineer responsible for a production server for the next several days. Discuss how you would approach the following: - How would ...

Software Engineering Fundamentals
25
0
217 people solved
Apr 12, 2026
Notion logo
Notion
Medium
Software Engineer Locked

Design a Todo List Object Model

This question evaluates object-oriented design and API modeling skills, focusing on domain modeling, class responsibilities, encapsulation, and design...

Software Engineering Fundamentals
31
0
426 people solved
Jun 1, 2026
Shopify logo
Shopify
Medium
Data Engineer AI

Use AI Responsibly During SQL Pair Programming

Prompt The reported pair-programming round included several SQL exercises and explicitly evaluated both collaboration and the candidate's use of AI. T...

Software Engineering Fundamentals
6
0
49 people solved
May 5, 2026
Scale AI logo
Scale AI
Medium
Software Engineer Locked

Design CSV upload endpoint with GPT classification

This question evaluates backend engineering skills including HTTP API design, multipart file handling, CSV parsing and serialization, local JSON persi...

Software Engineering Fundamentals
75
0
891 people solved
Dec 8, 2025
Google logo
Google
Hard
Software EngineerSenior+

Plan a Safe Repository-Wide Identifier Migration

Plan a Safe Repository-Wide Identifier Migration You have a very large repository whose internal variables and function names use snake case. A conver...

Software Engineering Fundamentals
3
0
25 people solved
Apr 16, 2026
NVIDIA logo
NVIDIA
Easy
Software Engineer

Compare arrays, linked lists, hash tables, trees

Answer the following computer-science fundamentals questions: 1) What are the time complexities (Big-O) of common sorting algorithms (e.g., bubble sor...

Software Engineering Fundamentals
12
0
160 people solved
Feb 6, 2026
Discord logo
Discord
Medium
Software EngineerNew Grad

Demonstrate effective AI-assisted coding workflow

In an interview where you are allowed to use an AI coding assistant, you are given a large scoped task (e.g., implementing a TCP chat server). The int...

Software Engineering Fundamentals
11
0
223 people solved
Jan 27, 2026
NVIDIA logo
NVIDIA
Medium
Data EngineerSenior+

Data Pipeline Reliability, Backfills, and Spark Optimization

You are interviewing for a senior data engineering role on an analytics and observability team. The interviewer asks a sequence of practical questions...

Software Engineering Fundamentals
5
0
57 people solved
May 3, 2026
Legora logo
Legora
Medium
Backend Engineer Locked

Design a Cloud-Agnostic Upload Adapter

Design a provider-neutral upload library that hides cloud SDK differences without flattening every provider capability into one interface. Cover strea...

Software Engineering Fundamentals
1
0
19 people solved
Jun 22, 2026
Fleetworks logo
Fleetworks
Medium
Software Engineer

Fetch and Rank Articles from a Paginated API

Fetch and Rank Articles from a Paginated API Implement top_articles(limit) against a paginated HTTP endpoint. Page p returns JSON with data and total_...

Software Engineering Fundamentals
1
0
10 people solved
May 14, 2026
Optiver logo
Optiver
Hard
Software EngineerNew Grad

Reviewing a Freight-Scheduler Codebase: Bugs, Data Structures, and Concurrency

You have just finished implementing process_order(...) inside a large provided codebase for a freight-scheduling system (this is the review stage of a...

Software Engineering Fundamentals
13
0
166 people solved
Nov 16, 2025
Point72 logo
Point72
Hard
Data Engineer

Explain Spark Execution and Optimization

You are interviewing for a Data Engineer role. In a 30-minute discussion on production data engineering, the interviewer probes how well you understan...

Software Engineering Fundamentals
15
0
135 people solved
Apr 30, 2026
Waymo logo
Waymo
Medium
Frontend EngineerSenior+

Debug an Angular UI from User Reports

Debug an Angular UI from User Reports You receive an existing Angular frontend code sample and several concrete user-reported failures. Reproduce each...

Software Engineering Fundamentals
3
0
30 people solved
May 11, 2026
Glean logo
Glean
Medium
Software Engineer Locked

Robust Selenium Code to Extract Text from Two Elements

This question evaluates practical knowledge of browser test automation, specifically writing reliable Selenium code that reads text from web elements ...

Software Engineering Fundamentals
3
0
60 people solved
Jun 19, 2026
Asana logo
Asana
Medium
Software Engineer

Design and Solve a Rotatable Jigsaw Puzzle

Design and Solve a Rotatable Jigsaw Puzzle Design the classes and a solve operation for a rectangular jigsaw puzzle. You are given all pieces, but not...

Software Engineering Fundamentals
2
0
42 people solved
Apr 13, 2026
Asana logo
Asana
Medium
Software Engineer

Find frequent IPs from a huge file

You are given a very large log file (too large to fit in memory). Each line contains an IPv4 address (e.g., 203.0.113.7). Design an approach to answer...

Software Engineering Fundamentals
43
0
341 people solved
Jan 7, 2026
J.P. Morgan logo
J.P. Morgan
Medium
Software Engineer Locked

Architecture and Data-Scaling Trade-offs

This question evaluates a candidate's grasp of software architecture and database scaling trade-offs, covering microservices versus monolithic design ...

Software Engineering Fundamentals
1
0
29 people solved
Jun 9, 2026
Jane Street logo
Jane Street
Hard
Data ScientistIntern

Alternating Die-Roll Game: Optimal Accept/Reject Strategy

Two players, A and B, play the following game with a fair 21-sided die whose faces are labeled with the integers $-10, -9, \ldots, 9, 10$ (one integer...

Software Engineering Fundamentals
13
1
99 people solved
Nov 20, 2025
Nielsen logo
Nielsen
Medium
Backend EngineerSenior+ Locked

Design a Train Ticket Booking System

This question evaluates a backend engineer's competency in object-oriented design, SOLID principles, API and service design, data modeling, concurrenc...

Software Engineering Fundamentals
3
0
24 people solved
May 20, 2026

Frequently Asked Questions

How difficult are Software Engineering Fundamentals interview questions?
Software Engineering Fundamentals questions range from easy implementation checks to challenging medium-hard problems that probe algorithmic thinking, data structures, and code quality. Most interview banks for this category skew toward medium difficulty: expect problems that require correct, efficient code plus clear complexity analysis and robust edge-case handling. For entry-level roles the focus is correctness and basic patterns; for senior roles interviewers layer in constraints like concurrency, memory limits, or novel input shapes to evaluate depth. Interviewers are less interested in trivia and more in how you reason, iterate, and communicate tradeoffs while producing clean, testable code.
Where in a typical interview loop do Software Engineering Fundamentals questions appear and which companies emphasize them?
Fundamentals questions appear early and repeatedly: they show up in online assessments or phone screens, in the technical rounds of the onsite loop, and sometimes in take-home tasks. Companies that weight this category heavily include Amazon, Google, and OpenAI, where coding interviews are used as a consistent gate to assess core engineering ability. Smaller firms may combine fundamentals with domain-specific problems, while some loops repeat fundamentals to confirm consistency across rounds. Expect one to three focused coding or fundamentals problems per technical loop, with additional rounds evaluating design or system-level skills.
How long should I prepare for Software Engineering Fundamentals before interviewing?
Preparation time depends on baseline skills and role level. If you already know basic data structures, plan 4–8 weeks of focused practice to reach interview readiness; novices often need 8–12 weeks to build fluency. Senior candidates should allow 8–12+ weeks for deeper practice on complex variants, concurrency, and large-scale tradeoffs. Aim for consistent short sessions rather than last-minute cramming, with weekly goals that combine new problems, timed mocks, and review of solved solutions. Companies like Amazon and Google reward consistent, demonstrated mastery over a range of patterns rather than one-off problem memorization.
What are the key subtopics to master within Software Engineering Fundamentals?
Master core data structures and algorithm families: arrays and strings, hash maps, linked lists, stacks and queues, trees and graphs, heaps, and sorting. Be fluent with patterns like two pointers, sliding windows, divide and conquer, BFS/DFS, greedy methods, and dynamic programming. Know complexity analysis, space-time tradeoffs, null and edge-case handling, and basic memory or concurrency considerations. Also practice writing clean, testable code, explaining invariants, and reasoning about performance. Interviewers expect candidates to move from brute-force to optimized approaches while clearly explaining each step.
What standout tips and common pitfalls should I know when practicing Software Engineering Fundamentals?
Standout tips: clarify requirements before coding, talk through your plan, start with a correct brute-force solution, then iterate to optimize while explaining tradeoffs. Write concise, readable code and test representative edge cases aloud. Practice in a real editor to reduce syntactic errors and time pressure. Common pitfalls include skipping complexity analysis, ignoring nulls and boundary conditions, premature optimization without a clear bottleneck, and poor communication. For companies like Amazon and Google, failing to narrate decisions or to test your code are frequent reasons candidates fall short; prioritize clarity and correctness first, then optimize.

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