Company
Rippling interview questions
106 practice questions in the style of Rippling's interviews, covering Coding & Algorithms, Behavioral & Leadership, System Design, Software Engineering Fundamentals, Data Manipulation (SQL/Python), Machine Learning.
7 easy75 medium24 hard
Rippling interview questions by the numbers
Last updated
Katkat has 106 Rippling interview questions. The largest topics are System Design (32%), Software Engineering Fundamentals (29%) and Coding & Algorithms (27%). By difficulty: 7% easy, 71% medium and 23% hard. The most common round is Technical Screen (60%). Frequent concepts include System Design, Distributed Systems, Caching and Concurrency.
Topics
- System Design32% · 34
- Coding & Algorithms27% · 29
- Behavioral & Leadership9% · 10
- Machine Learning1% · 1
Difficulty
- Easy7% · 7
- Medium71% · 75
- Hard23% · 24
Interview rounds
- Technical Screen60% · 64
- Onsite33% · 35
- HR Screen6% · 6
- Online Assessment1% · 1
Roles
- Software Engineer95% · 101
- Backend Engineer3% · 3
- Data Analyst1% · 1
- Machine Learning Engineer1% · 1
Frequent concepts
- System Design17% · 18
- Distributed Systems9% · 10
- Caching8% · 9
- Concurrency8% · 8
- Scalability8% · 8
- API Design7% · 7
Most mentioned in interview experiences
- 1.Delivery Driver Payroll Tracker With Accrued, Settled and Unpaid Wage Totals3 reports
- 2.Design delivery driver payment system3 reports
- 3.Extensible Logger With Independent Handlers and Any-Keyword Search Over Stored Logs3 reports
- 4.Design a delivery cost system2 reports
- 5.Design a News Aggregation Service2 reports
- 6.Design a personalized news aggregator2 reports
- 7.Design an Extensible Expense Rule Engine2 reports
- 8.Design an extensible poker-hand evaluator2 reports
- 9.Design poker-like hand comparison with custom ranking2 reports
- 10.Explain Your Current and Previous Engineering Roles2 reports
Counted from 28 candidate interview experiences on Katkat. How we collect and count
Showing 61–90 of 106 results
This question tests the ability to design a scalable news aggregation system that balances real-time content ingestion with personalized ranking for a large user base.
RipplingSoftware EngineerSystem DesignTechnical ScreenThis question evaluates object-oriented design, rule-based comparison logic, and algorithmic reasoning for ranking and tie-breaking of card hands, including skills in extensibility and comparison-key representation.
RipplingSoftware EngineerSoftware Engineering FundamentalsTechnical ScreenThis problem tests your ability to design a robust backend architecture for an employee management system, focusing on data consistency, audit logging, and extensible API design.
RipplingSoftware EngineerSoftware Engineering FundamentalsHR ScreenThis question tests the ability to design a distributed, high-concurrency reservation system that requires strong consistency for inventory management and low-latency read access for search.
RipplingSoftware EngineerSystem DesignHR ScreenImplement a generic rule-evaluation engine for a rideshare payout audit tool, where per-fare and per-driver-total rules, each with its own AND-combined conditions, are supplied entirely as data rather than hard-coded branches, using exact integer-cent arithmetic.
RipplingSoftware EngineerCoding & AlgorithmsTechnical ScreenEvaluate configurable expense and trip-sum rules using exact cents, reusable typed predicates, strict thresholds, multiple flags, and deterministic result ordering.
RipplingSoftware EngineerCoding & AlgorithmsTechnical ScreenBuild a scheduler for a catering kitchen's prep tasks: a task can't start before its dependencies finish, higher-priority ready tasks jump the queue, and a dietary filter can remove tasks whose downstream dependents must then re-route around them. Tests topological ordering, deterministic tie-breaking, cycle handling, and precisely specifying filter-removal semantics.
RipplingSoftware EngineerSoftware Engineering FundamentalsTechnical ScreenThis question tests your knowledge of the JavaScript runtime architecture, specifically the distinction between macrotasks and microtasks, and your ability to predict execution order in asynchronous programming.
RipplingSoftware EngineerSoftware Engineering FundamentalsTechnical ScreenIntroduce current and previous engineering roles with clear team purpose, personal scope, concrete responsibilities, and relevant progression.
RipplingSoftware EngineerBehavioral & LeadershipHR ScreenExplain job-change motivation and role interest with specific goals, evidence-backed fit, professional framing, and honest open questions.
RipplingSoftware EngineerBehavioral & LeadershipHR ScreenExtend an expense rules engine with validated AND/OR/NOT expression trees, typed leaf operators, explicit missing-field semantics, and explainable evaluation.
RipplingSoftware EngineerSoftware Engineering FundamentalsTechnical ScreenThis interview question evaluates requirements, scale assumptions, API/data design, architecture, trade-offs, failure modes, and rollout in a realistic interview setting. A strong answer for Extend rules for trip-level aggregates and outputs states assumptions, handles edge cases, explains trade-offs, and shows how to validate the result clearly.
RipplingSoftware EngineerSystem DesignTechnical ScreenAn object-oriented design and coding question about a logger with independent handlers that strip a configured string, truncate, uppercase or store messages, followed by a case-sensitive any-keyword search over stored logs. It tests extensible design patterns, indexing for fast search, and scaling a logger to production volume.
RipplingSoftware EngineerSoftware Engineering FundamentalsTechnical ScreenTests PostgreSQL date manipulation, filtering, and aggregation by determining the most recent month with active payroll bookings and summarizing totals by country.
RipplingData AnalystData Manipulation (SQL/Python)Technical ScreenThis problem tests your ability to perform graph traversal (BFS/DFS) on a 2D grid to identify distinct connected components and compute their spatial extent.
RipplingSoftware EngineerCoding & AlgorithmsOnline AssessmentThis question evaluates algorithmic problem-solving skills related to sorted arrays and median computation, testing competency in handling numeric order properties and complexity analysis within the Coding & Algorithms domain.
RipplingSoftware EngineerCoding & AlgorithmsTechnical ScreenThis question evaluates a candidate's understanding of convex optimization and zeroth-order (query-based) algorithm design, including reasoning about sample complexity, interval-reduction strategies, and robustness to noisy function evaluations.
RipplingSoftware EngineerMachine LearningTechnical ScreenFind the strongest and weakest five-card completions of a partial numeric hand under custom category and right-to-left tie-break rules while sharing one extensible comparison engine.
RipplingSoftware EngineerCoding & AlgorithmsTechnical ScreenThis question evaluates communication, technical ownership, architectural reasoning, decision-making, and impact measurement competencies, and is categorized as Behavioral & Leadership with relevance to system design and product execution; it tests both conceptual understanding and practical application.
RipplingSoftware EngineerBehavioral & LeadershipOnsiteThis question tests your ability to design a high-throughput, rule-based processing engine that balances performance, scalability, and maintainability under high load.
RipplingSoftware EngineerSystem DesignTechnical ScreenImplement a task scheduler that manages parent-child task dependencies, applies custom multi-field tie-breaking priority rules, supports filtering, and handles dependency cycles.
RipplingSoftware EngineerSoftware Engineering FundamentalsTechnical ScreenDesign an in-memory article vote tracking system that manages user upvotes/downvotes, detects vote flips to maintain an LRU-style flip history per user, and provides top-k article rankings by net score.
RipplingSoftware EngineerCoding & AlgorithmsTechnical ScreenDesign an in-memory billing system that tracks courier pay rates over time and calculates prorated delivery costs across half-open time intervals.
RipplingSoftware EngineerCoding & AlgorithmsTechnical ScreenThis problem tests your ability to implement complex billing logic involving conditional fee structures, time-based surcharges, and data aggregation.
RipplingSoftware EngineerCoding & AlgorithmsOnsiteThis question evaluates a candidate's ability to design and implement a RESTful web service, covering HTTP API design, CRUD operations, data modeling and persistence choices, input validation, pagination/sorting, and basic testing and documentation practices.
RipplingSoftware EngineerSoftware Engineering FundamentalsOnsiteThis question evaluates proficiency in network programming, HTTP/1.1 protocol parsing, concurrent server design, request routing and security (including path traversal protection), observability, testing, and graceful shutdown using only the language standard library.
RipplingSoftware EngineerSoftware Engineering FundamentalsOnsiteDesign and implement an in-memory file system supporting directory creation, file appending, reading, and lexicographically sorted path listings.
RipplingSoftware EngineerCoding & AlgorithmsOnsiteThis question evaluates a candidate's ability to design efficient stateful data structures and algorithms for tracking user votes, including correct handling of idempotent repeated votes, vote changes, deduplication, and retrieval of the most recent events.
RipplingSoftware EngineerCoding & AlgorithmsTechnical ScreenThis question evaluates implementation-level competencies with fundamental data structures and algorithms—stack-based bracket validation, interval merging with open/closed endpoint semantics, and arithmetic expression evaluation using stacks—while also measuring the ability to design comprehensive unit tests; category: Coding & Algorithms for a Machine Learning Engineer role. It is commonly asked to gauge practical coding ability, correctness under tricky edge cases and input semantics, and test-coverage awareness, representing a practical application-level assessment that also requires conceptual reasoning about invariants and boundary behavior.
RipplingMachine Learning EngineerCoding & AlgorithmsOnsiteOrder CI build jobs so that prerequisites come first, more urgent jobs go earlier, filtered-out jobs are skipped without breaking ordering through them, and jobs can be grouped into parallel waves. Tests Kahn's algorithm, deterministic tie-breaking, cycle reporting, and turning a detailed spec into code.
RipplingSoftware EngineerSoftware Engineering FundamentalsTechnical Screen
Rippling interview experiences
All 33 →- Delivery Cost Calculation with an AI AssistantRippling · Software Engineer · Technical Screen · Oct 2026In progress
I did the Rippling technical screen last week. It was online coding with an AI assistant. The problem was the Delivery Cost calculation that has shown up here before (the calculate_compensation version). Summary of the problem: a food delivery platform pays drivers per delivery, and the cost is duration × that driver's hourly rate. You implement a dashboard system whose core is a single number, t…
- Phone Screen Where You Choose Whether to Use AIRippling · Software Engineer · Senior+ · Technical Screen · Oct 2026
This was the first technical interview after HR screen. The interviewer asked me do I want to use AI or not, and said if I picked AI I would get a harder question. I chose not to use AI and this was the question I needed to solve in 45 minutes: Design a delivery-driver payment system add_driver(driver_id, usd_hourly_rate) — register a driver with an hourly rate. record_delivery(driver_id, start_t…
- Pluggable Logger Phone Screen, Rejected After Using CursorRippling · Software Engineer · Technical Screen · Oct 2026Rejected
Ran into a new question. / Your task is to build a simple logging tool for an application. The core requirement is that the Logger should support several different log handlers, and it should be easy to add new log handlers in the future without modifying the core Logger class. Implement these first: Filter handler: before printing, remove all occurrences of a (configurable) string from the log m…
- An Onsite Where the Coding Round Expected You to Use AIRippling · Backend Engineer · Senior+ · Onsite · Sep 2026Rejected
Interviewed for a Senior backend role in July. Round 1 — Coding (60 min), AI use explicitly allowed The interviewer (Data Cloud team) opened by saying directly: "The environment has an AI assistant set up, use it the way you normally would at work, just don't let it make every decision for you." Problem: task scheduler. You're given a batch of tasks (description / due date / priority / completed…
- Article Vote TrackerRippling · Software Engineer · Technical Screen · Sep 2026
Got the Article Vote Tracker question. Part 1 involved adding articles, recording up/down votes, detecting vote flips, and returning the last 3 unique flipped articles. The follow-up asked how to handle a very large flip history. The key optimization is to maintain only the last 3 unique flipped article IDs per user instead of storing the complete history. I completed Part 1 but did not proceed t…
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