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Tech Interview Questions

Practice the exact questions companies are asking right now.

Questions
18.6k
Companies
980
Updated
11.12.2026
18.6k Questions 980 Companies11.12.2026
PLTCHK testimonial
PLTCHK

"I got asked a hardcore MCM DP question and I saw it on PracHub as well. Solved that question in 5 minutes. Without PracHub I doubt I could solve it in 5 hours. Though somehow didn't get hired, perhaps I guess I solved it too fast? /s"

_The_TaNk_ testimonial
_The_TaNk_

"Believe me i'm a student here jn US. Recently interviewed for MSFT. They asked me exact question from PracHub. I saw it the night before and ignored it cause why waste time on random sites. I legit wanna go back and redo this whole thing if I had chance. Not saying will work for everyone but there is certainly some merit to that website. And i'm gonna use it in future prep from now on like lc tagged"

Chris testimonial
ChrisSenior SWE, LinkedIn

"10 years of experience but never worked at a top company. PracHub's senior-level questions helped me break into FAANG at 35. Age is just a number."

sleepy33 testimonial
sleepy33

"I was skeptical about the 'real questions' claim, so I put it to the test. I searched for the exact question I got grilled on at my last Meta onsite... and it was right there. Word for word."

Jake testimonial
JakeSenior ML Engineer, Lyft

"Got a Google recruiter call on Monday, interview on Friday. Crammed PracHub for 4 days. Passed every round. This platform is a miracle worker."

nuggetlord testimonial
nuggetlord

"I've used LC, Glassdoor, and random Discords. Nothing comes close to the accuracy here. The questions are actually current — that's what got me. Felt like I had a cheat sheet during the interview."

Carlos testimonial
CarlosFull Stack, Shopify

"The solution quality is insane. It covers approach, edge cases, time complexity, follow-ups. Nothing else comes close."

boba.tea.vibes testimonial
boba.tea.vibes

"Legit the only resource you need. TC went from 180k -> 350k. Just memorize the top 50 for your target company and you're golden."

Andy testimonial
AndySWE-II, Google

"PracHub Premium for one month cost me the price of two coffees a week. It landed me a $280K+ starting offer."

couchpotato99 testimonial
couchpotato99

"Literally just signed a $600k offer. I only had 2 weeks to prep, so I focused entirely on the company-tagged lists here. If you're targeting L5+, don't overthink it."

Shruti testimonial
ShrutiData Engineer, Salesforce

"Coaches and bootcamp prep courses cost around $200-300 but PracHub Premium is actually less than a Netflix subscription. And it landed me a $178K offer."

midnightramen testimonial
midnightramen

"I honestly don't know how you guys gather so many real interview questions. It's almost scary. I walked into my Amazon loop and recognized 3 out of 4 problems from your database."

Bianca testimonial
BiancaFrontend Eng, Figma

"Discovered PracHub 10 days before my interview. By day 5, I stopped being nervous. By interview day, I was actually excited to show what I knew."

tambrahm007 testimonial
tambrahm007

"I recently cleared Uber interviews (strong hire in the design round) and all the questions were present in prachub."

toa testimonial
toa

"The search is what sold me. I typed in a really niche DP problem I got asked last year and it actually came up, full breakdown and everything. These guys are clearly updating it constantly."

PLTCHK testimonial
PLTCHK

"I got asked a hardcore MCM DP question and I saw it on PracHub as well. Solved that question in 5 minutes. Without PracHub I doubt I could solve it in 5 hours. Though somehow didn't get hired, perhaps I guess I solved it too fast? /s"

_The_TaNk_ testimonial
_The_TaNk_

"Believe me i'm a student here jn US. Recently interviewed for MSFT. They asked me exact question from PracHub. I saw it the night before and ignored it cause why waste time on random sites. I legit wanna go back and redo this whole thing if I had chance. Not saying will work for everyone but there is certainly some merit to that website. And i'm gonna use it in future prep from now on like lc tagged"

Chris testimonial
ChrisSenior SWE, LinkedIn

"10 years of experience but never worked at a top company. PracHub's senior-level questions helped me break into FAANG at 35. Age is just a number."

sleepy33 testimonial
sleepy33

"I was skeptical about the 'real questions' claim, so I put it to the test. I searched for the exact question I got grilled on at my last Meta onsite... and it was right there. Word for word."

Jake testimonial
JakeSenior ML Engineer, Lyft

"Got a Google recruiter call on Monday, interview on Friday. Crammed PracHub for 4 days. Passed every round. This platform is a miracle worker."

nuggetlord testimonial
nuggetlord

"I've used LC, Glassdoor, and random Discords. Nothing comes close to the accuracy here. The questions are actually current — that's what got me. Felt like I had a cheat sheet during the interview."

Carlos testimonial
CarlosFull Stack, Shopify

"The solution quality is insane. It covers approach, edge cases, time complexity, follow-ups. Nothing else comes close."

boba.tea.vibes testimonial
boba.tea.vibes

"Legit the only resource you need. TC went from 180k -> 350k. Just memorize the top 50 for your target company and you're golden."

Andy testimonial
AndySWE-II, Google

"PracHub Premium for one month cost me the price of two coffees a week. It landed me a $280K+ starting offer."

couchpotato99 testimonial
couchpotato99

"Literally just signed a $600k offer. I only had 2 weeks to prep, so I focused entirely on the company-tagged lists here. If you're targeting L5+, don't overthink it."

Shruti testimonial
ShrutiData Engineer, Salesforce

"Coaches and bootcamp prep courses cost around $200-300 but PracHub Premium is actually less than a Netflix subscription. And it landed me a $178K offer."

midnightramen testimonial
midnightramen

"I honestly don't know how you guys gather so many real interview questions. It's almost scary. I walked into my Amazon loop and recognized 3 out of 4 problems from your database."

Bianca testimonial
BiancaFrontend Eng, Figma

"Discovered PracHub 10 days before my interview. By day 5, I stopped being nervous. By interview day, I was actually excited to show what I knew."

tambrahm007 testimonial
tambrahm007

"I recently cleared Uber interviews (strong hire in the design round) and all the questions were present in prachub."

toa testimonial
toa

"The search is what sold me. I typed in a really niche DP problem I got asked last year and it actually came up, full breakdown and everything. These guys are clearly updating it constantly."

Showing 20 results
NVIDIA logo
NVIDIA
Medium
Software Engineer

Discuss activities, role, and project deep dive

Discuss activities, role, and project deep dive Behavioral Onsite Prompt — Role Walkthrough, Project Deep Dive, and Professional Growth Context: You a...

Behavioral & LeadershipProject Deep DiveCommunication & Stakeholders
8
0
137 people solved
Aug 7, 2025
Microsoft logo
Microsoft
Medium
Machine Learning EngineerSenior+ Locked

Design email ranking and summarization in Outlook

This question evaluates proficiency in designing end-to-end machine learning systems for personalized email ranking and abstractive summarization, enc...

ML System Design
9
0
80 people solved
Jan 6, 2026
Coinbase logo
Coinbase
Easy
Data Scientist

Compute probability at least one user uses feature

Problem Assume there are \(n\) users. Each user independently uses a certain feature with probability \(p\). 1) What is the probability that at least ...

Statistics & Math
8
1
78 people solved
Sep 20, 2025
Capital One logo
Capital One
Hard
Data Scientist

Assess transition and profitability under fossil-fuel constraints

Energy One: Transition from Fossil Fuels to Renewables Context Energy One currently has a total technical maximum output of 8.8 million MWh/year. Regu...

Behavioral & LeadershipBusiness Case AnalysisMetrics & KPIs
6
0
105 people solved
Oct 13, 2025
Qualified Health logo
Qualified Health
Medium
Software Engineer Locked

Design Notifications for One Million Internal Producer Services

Design notification ingestion and delivery for a million internal producers, separating service-count scale from throughput, bursts, and fanout.

System DesignMessaging & Event-DrivenRate Limiting
1
0
20 people solved
Sep 15, 2026
Google logo
Google
Medium
Product Manager

Setting Strategy and a Roadmap for Proactive Help in Gemini

You are the product manager responsible for proactivity in Gemini, Google's AI assistant: help that Gemini offers on its own, before the user asks. Ho...

Product Design & StrategyProduct StrategyAI Product Management
0
0
9 people solved
Jul 6, 2026
Capital One logo
Capital One
Hard
Data Scientist

Design a robust fraud detection system

Real-Time Card Fraud Detector — End-to-End Design Context - Fraud base rate ≈ 0.2% (severe class imbalance) - Labels arrive with a 14-day delay (e.g.,...

Machine LearningML System DesignFeature Engineering
24
0
362 people solved
Oct 13, 2025
PayPal logo
PayPal
Medium
Product Manager

Amazon Product Strategy: Responding When Walmart Launches in Amazon's Market

You are a product manager at Amazon, and Walmart is launching in the country where you operate. How do you respond? `hint Find the real overlap Before...

Product Design & StrategyMarket & Competitive AnalysisProduct Strategy
1
0
9 people solved
May 1, 2026
Microsoft logo
Microsoft
Medium
Software Engineer Locked

Implement a type-based mutex for tasks

This question evaluates understanding of concurrency and synchronization primitives, testing the ability to design a thread-safe type-based mutex that...

Coding & AlgorithmsConcurrency
15
0
116 people solved
Mar 1, 2026
Meta logo
Meta
Medium
Product Manager

Diagnose Mixed Reactions to an Instagram Profile Grid Redesign and Plan the Response

Instagram recently changed the profile grid, the tiled view of a person's posts on their profile, and the reaction has been mixed: some people like it...

Analytics & ExperimentationUser Research & DiscoveryLaunch Evaluation
1
0
12 people solved
Aug 10, 2026
Google logo
Google
Medium
Product Manager

Pushing Back on Your Manager or Senior Leaders Instead of Agreeing by Default

In a product manager interview, you are asked to describe a time when you stopped simply agreeing with your manager or senior leadership and pushed ba...

Behavioral & LeadershipConflict & CollaborationLeadership & Influence
0
0
7 people solved
Jun 22, 2026
Stripe logo
Stripe
Medium
Data Scientist

Implement streaming per-user reservoir sampling

Design and code (in Python) a streaming algorithm that ingests an unbounded event stream of tuples (user_id, event_time, event_type) and maintains, fo...

Coding & Algorithms
3
0
48 people solved
Oct 13, 2025
LinkedIn logo
LinkedIn
Medium
Software Engineer

Determine sanitized palindrome in string

Write a function that determines whether a string is a palindrome after removing non-alphanumeric characters and ignoring case (e.g., punctuation, whi...

Coding & Algorithms
11
0
106 people solved
Sep 6, 2025
Roblox logo
Roblox
Medium
Software Engineer Locked

Find most frequent call path in logs

This question evaluates stack-based simulation of single-threaded call traces, hierarchical path construction and frequency counting with deterministi...

Coding & AlgorithmsStacks & Queues
37
0
299 people solved
Feb 11, 2026
Trexquant logo
Trexquant
Medium
Software Engineer

C++ Fundamentals: const Pointers, and map vs unordered_map

C++ Fundamentals: const with Pointers, and map vs unordered_map You are in a C++ fundamentals screening round. After the coding question, the intervie...

Software Engineering FundamentalsProgramming Languages
11
0
108 people solved
Feb 26, 2026
Salesforce logo
Salesforce
Medium
Software Engineer

Find a Celebrity from a Knows Matrix

Problem Among n people, a celebrity knows nobody else and is known by everybody else. Determine the celebrity's index, or return -1 if no celebrity ex...

Coding & Algorithms
2
0
41 people solved
Feb 22, 2026
Mixpanel logo
Mixpanel
Medium
Software Engineer

Implement precise string-based decimal addition

Given two non-empty strings representing decimal numbers (e.g., "123.456" and "6234.42432"), implement a function that returns their exact sum as a st...

Coding & Algorithms
18
0
127 people solved
Sep 6, 2025
Apple logo
Apple
Hard
Data Scientist

Implement random forest with OOB and imbalance

Implement a Memory-Efficient Random Forest (Binary Classification) Under Constraints You are asked to design and implement a Random Forest for binary ...

Machine Learning
8
0
96 people solved
Oct 13, 2025
Home Depot logo
Home Depot
Easy
Product Analyst

Debug SQL join that drops rows

You’re analyzing Home Improvement retail transactions to understand sales of Mulch during promotions. After joining multiple tables, your final result...

Data Manipulation (SQL/Python)
9
0
78 people solved
Feb 14, 2026
Google logo
Google
Medium
Software EngineerNew Grad

Track the Running Median of an Integer Stream

Track the Running Median of an Integer Stream Problem Implement runningMedianTwice(values) -> mediansTwice. Process values from left to right. After e...

Coding & Algorithms
8
1
73 people solved
Dec 8, 2025
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