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Cohere behavioral interview questions

Read real candidate experiences, including questions, process detail, and signals on the difficulty level at Cohere.

4 experiences Difficulty 4.3/5 Technology / AI Research

Solutions Architect

virtual · Difficulty 4/5

Recruiter screen, hiring manager video, customer scenario presentation, technical Q&A, behavioral, and final with regional director. SA works with enterprise customers on RAG, fine-tuning, and Compass deployments.

  • Walk me through architecting a RAG system for a Fortune 500.
  • Tell me about scoping a customization that proved more complex than expected.
  • Describe presenting Cohere to a customer evaluating OpenAI.
  • How do you handle a customer asking for guarantees on hallucination rates?

Product Manager

virtual · Difficulty 4/5

Recruiter screen, hiring manager call, product-sense round on enterprise customer pain, analytical, cross-functional, and exec final. Enterprise PM works the Cohere differentiation.

  • Walk me through landing an enterprise AI deployment.
  • Tell me about killing a feature post-launch.
  • Describe partnering with research on a custom model decision.
  • How do you compete with OpenAI/Anthropic for enterprise buyers?

Software Engineer

virtual · Difficulty 4/5

Recruiter screen, two coding rounds, virtual onsite with system design, deep-dive, and behavioral. Platform engineering ships the developer API and Cohere Compass enterprise product.

  • Tell me about building a system with strict enterprise SLAs.
  • Describe owning a production system end-to-end.
  • Walk me through how you'd build embeddings serving at scale.
  • How do you partner with research on productionization?
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