Rippling Interview Questions
Practice 94 real Rippling interview questions for 2026. Rippling interview questions for Software Engineer and Machine Learning Engineer roles emphasize coding and system design first — coding & algorithms and system design are heavily represented, followed by software engineering fundamentals, behavioral and leadership prompts, and occasional machine-learning tasks. This collection is built for interview preparation with real questions from actual interviews and detailed-solution style practice. Expect interviews to evaluate coding fluency, system thinking, and product-minded backend design: recurring Software Engineer themes include interval and sequence-merging algorithms (balance trackers, billing/interval merges), payroll and driver-pay systems, hotel and booking system designs, scalable expense-violation processing and flexible rules engines, news-feed and delivery-billing architectures, and focused backend component design plus algorithmic problem solving. Machine Learning Engineer questions are rare but lean toward algorithmic implementation with tests (stack and interval problems). To prepare, prioritize timed medium-to-hard algorithm practice, end-to-end implementations with tests, system-design diagram drills focused on billing/HR workflows, and clear STAR stories that show ownership and product judgment.
"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"
"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"
"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."
"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."
"Got a Google recruiter call on Monday, interview on Friday. Crammed PracHub for 4 days. Passed every round. This platform is a miracle worker."
"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."
"The solution quality is insane. It covers approach, edge cases, time complexity, follow-ups. Nothing else comes close."
"Legit the only resource you need. TC went from 180k -> 350k. Just memorize the top 50 for your target company and you're golden."
"PracHub Premium for one month cost me the price of two coffees a week. It landed me a $280K+ starting offer."
"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."
"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."
"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."
"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."
"I recently cleared Uber interviews (strong hire in the design round) and all the questions were present in prachub."
"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."
Why do you want to join this company?
In a hiring-manager interview, you are asked: - Walk me through your past experience and the impact you’ve had. - Why do you want to join this company...
Design a delivery cost dashboard with payments
Design a delivery cost dashboard with payments Object-Oriented Delivery Cost Dashboard Service Goal Design and implement an object-oriented service to...
Implement logger and card ranking
This coding round contains two independent implementation tasks. Task A: Implement a configurable logger Implement a Logger component that accepts tex...
Compute total wages and partial-hour payments
You are given a list of workers. Each worker has: - id (string) - hourly_rate (non-negative number) - one work shift for a given day: start_time, end_...
Find minimum of unknown convex function
You are given access to an unknown univariate convex function \(f(x)\) defined on a closed interval \([L, R]\) on the real line. - You cannot see the ...
Build a Flexible Expense Rules Engine
This question evaluates designing extensible rule engines, predicate composition, data modeling for expense- and trip-level aggregation, and reasoning...
Implement an article voting tracker
Coding: Article Voting Tracker Design and implement a data structure to track users’ votes (upvote/downvote) on articles. Operations Implement functio...
Extend rules for trip-level aggregates and outputs
Extend rules for trip-level aggregates and outputs Extend Rules Engine: Aggregate Trip-Level Policies Context You previously built an expense policy e...
Explain JS event loop and related concepts
This question evaluates understanding of core frontend JavaScript concepts including the event loop and task scheduling, differences in variable scopi...
Design a large-scale news app with caching
Scenario Design a simplified news app (mobile + web) for a very large user base. Users can: - open the app and see a personalized news feed - open an ...
Convert amounts between multiple currencies
You are given a set of direct currency exchange rates and a list of queries. Each exchange rate gives you how to convert from one currency to another....
Find Payroll Bookings in the Latest Active Month by Country
Practice PostgreSQL date logic by finding the latest active payroll-booking month and aggregating amounts by headquarters country. The task tests prec...
Design a news aggregator like Google News
This question evaluates a candidate's competency in designing scalable, low-latency distributed systems for content aggregation, personalization, and ...
Introduce background and choose target team
Introduce background and choose target team Behavioral HR Screen: Software Engineer Prompt Prepare concise, structured responses to the following: 1. ...
How would you scale rule evaluation?
Design a scalable expense-policy rule engine for one million rules and thousand-record batches. Covers structured rules, predicate indexes, bitset eva...
Compare Complete or Partial Hands
Implement a hand comparison engine for a simplified poker-like card game. Each player has a hand represented by an array of card strings. A card is en...
Implement a balance tracker and interval merger
This screening contained two coding exercises. Part 1: Driver balance tracker You are building an in-memory ledger for a delivery platform. Each updat...
Design personalized news aggregation service
The question evaluates the ability to design a large-scale personalized content delivery system, testing competencies in distributed systems architect...
Design a Driver Payroll System
This question evaluates a candidate's understanding of data structure design, time-series aggregation, and algorithmic complexity for in-memory accoun...
Implement Food Delivery Billing
This question evaluates proficiency in implementing business billing rules, time and distance-based fee calculations, timestamp arithmetic, numerical ...