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Spotify 行为面试题

Primly 研究团队为 Spotify 调研整理的面试题、流程细节和难度信号。

12 经验 难度 3.4/5 Music Streaming / Technology

Data Scientist

virtual · 难度 4/5

Recruiter Screen,technical phone(SQL + Python),virtual onsite:围绕一个增长实验做 case study,ML deep-dive,behavioral,最后和 manager 面试。Spotify 的 Growth DS 和产品、营销合作非常紧密。

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  • Tell me about an experiment that disproved your hypothesis. What did you learn?(说说一个推翻了你假设的实验。你学到了什么?)
  • Describe partnering with PM on an A/B test that had ambiguous results.(描述一次你和 PM 合作做 A/B test,但结果不明确的经历。)
  • Walk me through measuring incremental impact of a marketing channel.(带我过一遍你如何衡量某个营销渠道的增量影响。)
  • How do you balance test rigor with shipping speed in a growth team?(在增长团队里,你怎么平衡测试严谨性和交付速度?)

Music Industry Manager

virtual · 难度 3/5

Recruiter Screen,和 team lead 的视频面试,围绕 label 谈判场景的 case study,和跨职能伙伴的 behavioral,最后和 VP 面试。Spotify 的 industry 岗主要从 labels、distributors 和 artist management 招人,人脉关系很重要。

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  • Walk me through negotiating a complex industry deal.(带我过一遍你谈判一笔复杂行业交易的过程。)
  • Tell me about handling a difficult artist or label relationship.(说说你如何处理一个很难搞的 artist 或 label 关系。)
  • Describe a time you advocated for a creator against internal pushback.(描述一次你在内部阻力下为 creator 发声的经历。)
  • How do you stay credible with industry partners as Spotify's policies evolve?(当 Spotify 的政策不断变化时,你怎么在行业合作伙伴面前保持可信度?)

UX Researcher

virtual · 难度 3/5

Spotify 的 UXR 面试会考研究能力和协作特质。先看 portfolio,然后 virtual onsite。共 4 轮:方法论深挖、case study 展示、跨 squad 协作、以及价值观。case study 是研究音频消费行为。

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  • Tell me about research that changed your own assumptions about users.(讲讲一次研究改变了你对用户固有假设的经历。)
  • Describe a time you had to conduct research with limited time and resources.(描述一次你在时间和资源有限的情况下做研究的经历。)
  • How do you balance user research with product team velocity?(你如何平衡用户研究和产品团队的推进速度?)
  • Tell me about a time you collaborated across squads to share research findings.(讲讲一次你跨 squads 协作分享研究发现的经历。)