公司面试准备
LinkedIn 面试题、OA 真题与面经
LinkedIn 面试准备:8 道 OA 真题、52 道面试题、22 篇面经,以及面经里出现最多的 LeetCode 题。在 CSWork 在线写代码、提交评测,或来一场限时模拟。
面试流程统计
基于 22 篇面经
- 面经
- 22
- 最近 6 个月
- 14
- 面试题
- 52
轮次
提到该轮的面经占比
自述结果
22 篇里有 12 篇写了结果;只代表发帖人自述,不是通过率。
- 未通过 42%(5 篇)
- 拿到 Offer 25%(3 篇)
- 流程中 25%(3 篇)
- 无回音 8%(1 篇)
题目类别
52 道面试题的分布
题型趋势
每季度的面经篇数和各类面试题数(面经按面试日期,题目按收录日期)
| Q3 ’25 | Q4 ’25 | Q1 ’26 | Q2 ’26 | Q3 ’26 | Q4 ’26 | |
|---|---|---|---|---|---|---|
| 面经 | 3 | 1 | 4 | 2 | 11 | 1 |
| 编程与算法 | 11 | 4 | 3 | 0 | 15 | 0 |
| 行为与领导力 | 3 | 3 | 5 | 0 | 0 | 0 |
| 数据处理(SQL/Python) | 2 | 0 | 4 | 0 | 0 | 0 |
岗位
- Software Engineer 8
- Machine Learning Engineer 5
- Data Scientist 4
- Account Executive 2
- Data Engineer 1
OA 真题 8 题
查看全部高频 LeetCode 题 按面经报告次数 · 数据更新至 2026-10-14
查看全部- LC 617 Merge Two Binary Trees1 次面经报告,最近 2026-09简单
- LC 160 Intersection of Two Linked Lists1 次面经报告,最近 2026-09简单
- LC 47 Permutations II1 次面经报告,最近 2026-09中等
- LC 103 Binary Tree Zigzag Level Order Traversal1 次面经报告,最近 2026-09中等
- LC 179 Largest Number1 次面经报告,最近 2026-08中等
- LC 200 Number of Islands1 次面经报告,最近 2025-11中等
最新面经 22 篇
查看全部- LinkedIn Senior Machine Learning Engineer Interview Experience — Debugging Logistic Regression, Then Job Click Prediction Design
轮次:技术面面试于 2026-10
Machine Learning Engineer
- LinkedIn Machine Learning Engineer Interview Experience — Weird Phone Screen with BQs, Array Sum Coding and InMail System Design
流程中轮次:技术面面试于 2026-08
Machine Learning Engineer
- LinkedIn Software Engineer Interview Experience — Interviewer Couldn't Follow My One-Pass DFS Trick
未通过轮次:技术面面试于 2026-09
Software Engineer
- LinkedIn Data Scientist Interview Experience — Five Onsite Rounds from Course Data to Experimentation
轮次:Onsite面试于 2026-09
Data Scientist
- LinkedIn Software Engineer Interview Experience — A Five-Round IC2 Loop With an AI/Coding Round
轮次:Onsite面试于 2026-09
Software Engineer
- LinkedIn Software Engineer Interview Experience — Two of Four AI-Coding Tasks Completed
未通过轮次:Onsite面试于 2026-08
Software Engineer
面试题 52 道
查看全部- 编程Return the K Smallest Pairwise Products of Two Sorted Arrays中等
- 编程Merge Two N-ary Trees by Matching Node Keys简单
- 编程Inverse-Depth Weighted Sum of a Nested Integer List简单
- 编程Overlay two binary trees into one by summing values at shared positions中等
- 编程Generate All Distinct Permutations of a List with Duplicate Values中等
- 编程Find the Node Where Two Singly Linked Lists Merge中等
H-1B 担保记录 USCIS 公开数据
各公司对比| 财年 | 新雇佣批准 | 新雇佣拒签 | 新雇佣批准率 | 续签批准 | 续签拒签 |
|---|---|---|---|---|---|
| FY2025 | 339 | 6 | 98.3% | 562 | 1 |
| FY2024 | 265 | 1 | 99.6% | 705 | 4 |
| FY2023 | 138 | 0 | 100.0% | 473 | 2 |
| FY2022 | 786 | 6 | 99.2% | 596 | 11 |
| FY2021 | 444 | 7 | 98.4% | 541 | 5 |
这是按雇主税号统计的申请数,不是人数,也不代表某个岗位一定提供担保。新雇佣含首次申请、新的兼职雇佣和换雇主,续签含延期、同雇主变更和修改。 数据来源:USCIS H-1B Employer Data Hub (FY2021–FY2025),更新于 2026-10-17。
计入的雇主名称(1)
- LINKEDIN CORPORATION