Capital One 2025 校招 OA 面經分享|Data / Finance 雙線題型總結 + 英文真題展示

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最近我們有不少同學都收到了 Capital One 的 OA 邀请,不同岗位用的平台和题型也略有差异,今天我就给大家系统整理一下 2025 招聘季 Capital One 的 OA 流程、真题以及解题思路!如果你正好准备投这个公司,希望这篇总结可以帮你节省不少时间~

Capital One OA 流程全覽

Data Track(如 Data Analyst / Data Scientist)

  • 平臺:Synap
  • 题型:Personality、Numerical reasoning、Quantitative judgment
  • 題量:5 道 screening questions + 7 道 quant assessment
  • 時長:45~60 分鐘,需一次性完成
  • 觸發時間:提交申請后 2 天~3 周內均有可能收到(較隨機)

Finance / BA 中后台岗位

  • 平臺:Modern Hire
  • 题型:Numerical + SJT(情境判断)+ Personality(性格测试)
  • 觸發時間:一般提交申请后 2~3 天内会触发
  • 難度:比 Data 崗更側重商業理解,計算部分難度略低,但時間更緊湊

Capital One OA 真题展示 + 思路讲解

這裡我給大家分享幾道 Capital One OA 中的真實題目,題目偏商業場景類比,建議大家做題時多關注數據表之間的關聯性、條件篩選和數學邏輯。

Question 1

Scenario Description: After completing your first three missions as the head of the Hero Commission, you need to consult with other leaders to make strategic decisions thataffect the day-to-day operations of the heroes.

Question: What is the mode of mission length for Worthy Wizard?

Question 2

Scenario Description: You plan to add new heroes to your team and have hired a superhero consulting firm to source candidates. The firm has provided data on the expected winprobabilities of your current team by mission length, the expected win probabilities of candidate superheroes, and the likelihood of injury duringmissions. The exact length of future missions is unknown, but it is expected to follow historical trends. When a hero is injured, other heroes on the teamwill need to work overtime.

Question: If you want to maximize overall success rates and minimize overtime, which hero will you add to your team?

Reference: Hero Injury Likelihood Table

Hero Injury Likelihood
Hero #1 0.07
Hero #2 0.03
Hero #3 0.08
Hero #4 0.21
Hero #5 0.18
Hero #6 0.05

Question 3

Scenario Description: The head of the IHC in another dimension has proposed a trade: any 3 of your current heroes in exchange for one high-performing hero from her team, namedTriumph. Triumph will complete a total of 320 missions. Any of the upcoming 1469 missions that go un-countered due to the trade will be counted as losses for your team. You may assume historical data will hold inthe future.

For example, Blaze Guardian would have completed 298 missions with 93 wins if not traded.

Question: Enter the minimum win rate Triumph needs for your team to break even. Round to 2 decimal places (e.g., 24.37%).

Reference: Superhero Statistics Table

Hero Total Missions Total Wins Total Losses
Blaze Guardian 298 93 205
Echo Empress 354 99 255
Kismet 203 63 140
Shadow Strike 331 64 267
Worthy Wizard 283 56 227

不必孤軍奮戰! Capital One OA 有人帶你飛

很多同學在做 Capital One 的 OA 時都會覺得:「不是特別難,但時間真的不夠、題目太長、細節太多。 “ 尤其是 Synap 和 Modern Hire 平臺自帶監控機制,一緊張就容易出錯。

其實你完全不需要一個人硬扛。

Programhelp 提供的 Capital One OA 無痕連線協助服務,正是為了解決這些關鍵卡點,幫你在高壓下也能順利通過:

  • 高频真题提前练,考试题型早知道
  • 全流程遠端協助,搭配即時語音提醒,穩定應對每一道題
  • 完美適配 Synap 與 Modern Hire 平臺,全程無痕無操作記錄
  • 現場卡殼可即時講解分析,不怕被長題或英文繞暈

我們已經説明大量留學生通過 Capital One 的 Data、Finance、Business Analyst 等崗位的 OA,命中率與通過率都非常高。

如果你也不想獨自面對繁複題目,歡迎私信我們【OA 協助】,獲取免費體驗機會。

讓專業的人幫你把最難的部分輕鬆搞定,拿下 dream offer。

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