Design a Job Listing Freshness Platform
Design a platform that detects stale job listings, reconciles conflicting evidence, and keeps candidate-facing discovery current.
Open practiceLinkedIn interview practice
Practice from 21 LinkedIn-tagged public coding problems, organized only by the stage, topic, difficulty, and recency metadata FastPrep can verify. The broader public catalog also includes 8 system-design exercises.
OA practice path
Build a timed implementation rhythm from prompt to edge cases. Problems are ranked by repeated public catalog sightings.
8 LinkedIn-tagged Online Assessment problems available.
| Company | Problem | Difficulty | Public evidence | Action |
|---|---|---|---|---|
LILinkedIn | Find the PathGraphBinary Search | Hard | 1 public reportLast reported Mar 2025 | Practice |
LILinkedIn | Split Array Largest SumDynamic ProgrammingBinary Search | Medium | 1 public reportLast reported Mar 2025 | Practice |
LILinkedIn | Longest String ChainDynamic ProgrammingHash Table | Medium | 1 public reportLast reported Feb 2025 | Practice |
LILinkedIn | Find Number of Perfect PairsArrayMath | Medium | 1 public reportLast reported Feb 2025 | Practice |
LILinkedIn | Optimize Context SwitchingGreedyArray | Hard | 1 public reportLast reported Oct 2024 | Practice |
LILinkedIn | Efficient TrekDynamic ProgrammingArray | Hard | 1 public reportLast reported Oct 2024 | Practice |
LILinkedIn | Get Process TimeDynamic ProgrammingGreedy | Hard | 1 public reportLast reported Oct 2024 | Practice |
LILinkedIn | Find the SubstringStringTwo Pointers | Easy | 1 public reportLast reported Sep 2024 | Practice |
Phone practice path
Practice solving while explaining assumptions, tradeoffs, and complexity. Problems are ranked by repeated public catalog sightings.
| Company | Problem | Difficulty | Public evidence | Action |
|---|---|---|---|---|
LILinkedIn | Repeated Shortest Word Distance QueriesArrayHash Table | Medium | 2 public reportsLast reported Sep 2026 | Practice |
LILinkedIn | Flowerbed Capacity QueriesArrayGreedy | Medium | 1 public reportLast reported Sep 2026 | Practice |
LILinkedIn | Largest NumberArraySorting | Medium | 1 public reportLast reported Sep 2026 | Practice |
LILinkedIn | Logistic Regression DiagnosticsMatrixMath | Medium | 1 public reportLast reported Aug 2026 | Practice |
LILinkedIn | Count Completed TripsHash TableSimulation | Easy | 1 public reportLast reported Apr 2026 | Practice |
Onsite practice path
Practice complete solutions and defend the choices behind them. Problems are ranked by repeated public catalog sightings.
| Company | Problem | Difficulty | Public evidence | Action |
|---|---|---|---|---|
LILinkedIn | Merge N-Ary Trees by KeyTreeHash Table | Medium | 2 public reportsLast reported Aug 2026 | Practice |
LILinkedIn | Explore an Unknown Grid and Find a PathMatrixGraph | Medium | 2 public reportsLast reported Aug 2026 | Practice |
LILinkedIn | N-Ary Tree Codec OperationsStringTree | Hard | 1 public reportLast reported Aug 2026 | Practice |
LILinkedIn | Distance to the Nearest Supply PointGraphBreadth-First Search | Medium | 1 public reportLast reported Aug 2026 | Practice |
LILinkedIn | Reconstruct a Graph into a TreeGraphUnion Find | Medium | 1 public reportLast reported Aug 2026 | Practice |
LILinkedIn | Count Distinct Values in a Huge Sorted ArrayArrayBinary Search | Medium | 1 public reportLast reported Aug 2026 | Practice |
LILinkedIn | Find K Closest Elements in a Sorted ArrayArrayBinary Search | Medium | 1 public reportLast reported Aug 2026 | Practice |
LILinkedIn | Power with Integer ExponentsMathRecursion | Medium | 1 public reportLast reported Aug 2026 | Practice |
01 · Preparation plan
LinkedIn's mixed catalog supports a progression from repeated queries to structured-data operations and service design. The key preparation question is what to precompute and what to maintain after updates. LinkedIn spelling variants share this one page so the same company does not acquire competing practice owners. This is a suggested practice sequence, not the employer's interview process. Your invitation and recruiter guidance remain the source of truth.
Preprocess the document once for a batch of queries between two distinct words known to occur in it. Compare rescanning with retaining each word's ordered positions, keeping preprocessing cost separate from query cost.
The N-ary tree merge exercise asks you to decide what makes two nodes the same. Matching children by their order can silently produce incorrect results.
This codec has an existing protocol: preorder value:childCount tokens separated by a pipe, with canonical parenthesized tree text on decoding. Follow that grammar rather than designing a new escaping or length-prefix scheme.
02 · Broader technical practice
These public LinkedIn-tagged exercises cover additional technical formats. They are included only when a verified catalog record and a crawlable practice page both exist.
Design a platform that detects stale job listings, reconciles conflicting evidence, and keeps candidate-facing discovery current.
Open practiceDesign a global system that derives time-bounded IP traffic decisions and enforces them at low-latency ingress points.
Open practiceDesign one-node storage for fifty million key-value pairs and a million operations per second, then define the boundary where the constraint must change.
Open practiceDesign an online bid and budget-pacing path backed by a rule-based pacer and a versioned machine-learning forecast pipeline with a safe fallback.
Open practiceMaintain top-N shared articles across five-minute, one-hour, and twenty-four-hour rolling windows.
Open practiceDesign a durable service that stores future jobs, dispatches them when due, and records retryable execution outcomes safely.
Open practiceDesign a scalable ranked feed that combines queued fanout, read-time merging, bounded inbox history, and immediate visibility for a user's own posts.
Open practiceDesign a multi-tenant CI/CD orchestrator that executes dependency-aware pipeline runs on isolated workers and recovers safely from retries and failures.
Open practice03 · Evidence boundary
It means practicing transferable implementation, testing, and technical reasoning with public catalog assets FastPrep tags to LinkedIn. It does not mean FastPrep has access to the company's assessments or any private interview bank.
Repeated public sightings and last-reported dates can help you prioritize practice, but they cannot predict the questions, format, or platform in a specific interview.
04 · Plain answers
This page owns technical-practice intent for LinkedIn. Hiring activity, timelines, and market signals remain on the separate hiring-insights page.
The public inventory contains exercises such as repeated word-distance queries and large sorted-array operations, where preprocessing can change query cost. That makes reuse of prior work a useful study theme. It is an editorial recommendation from the practice set, not a claim that every LinkedIn interview asks the same pattern.
No. FastPrep is an independent interview-preparation product and is not affiliated with LinkedIn. The page uses FastPrep's public practice catalog and does not claim official, private, leaked, or proprietary employer questions.
Stage labels come from FastPrep's public problem metadata. A problem can carry more than one reported stage, and hiring processes can change by role, level, location, and date. Treat the labels as preparation context, not a guarantee.
Start with the stage named in your invitation or recruiter message. If no stage is known, use the largest available set to build general problem-solving fluency, then rehearse explanation and testing separately.
No. Public catalog counts, stage tags, and last-reported dates can help prioritize practice, but they cannot predict a specific interview's questions, sequence, timing, or platform.
Your next stage, made concrete
Start with the stage named in your invitation, then use public evidence as context—not as a promise of what you will be asked.
Open the practice set