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      Python Developer (AI/ML) Interview

      Dec 29, 2025
      Anonymous interview candidate
      No offer
      Negative experience
      Average interview

      Application

      I interviewed at iHerb

      Interview

      I interviewed for their Python Developer (AI/ML) role Shanghai earlier this year. After a short HR screening call, I had a single interview with the hiring manager. The interview focused heavily on my past projects, particularly a RAG-related project, and involved many in-depth technical questions. During the conversation, the hiring manager mentioned that most of the team is backend-focused and that they were working on building a RAG system. He also claimed the team was well-supported by the US team and had multiple open headcount positions. I noticed the same role is still being advertised—the posting has now been up for nearly a year. Seeing that they are still interviewing candidates made me question whether they genuinely have many open roles or if the ongoing interviews serve another purpose.

      Interview questions [1]

      Question 1

      Details of building RAG system within enterprise
      Answer question