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      Birdeye

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      Related searches: Birdeye reviews | Birdeye jobs | Birdeye salaries | Birdeye benefits
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      Senior Data Scientist Interview

      18 Apr 2025
      Anonymous interview candidate
      No offer
      Neutral experience
      Average interview

      Application

      I applied through a recruiter. The process took 1 week. I interviewed at Birdeye in Apr 2025

      Interview

      Interview process was of three technical round and one HR round. Round 1: DSA (Medium question), Technical questions from projects. Round 2: Deep learning depth + Prompt engineering exercise Round 3: Case Study + Technical questions

      Interview questions [3]

      Question 1

      Round 1: 1. Minimum in rotated sorted array (DSA) 2. Resume and project discussion - Did you fine tune SLM, If yes which SLM and how did you fine tuned it ? 3. RAG questions. (How did you improve the retrieval results in RAG). What will you do to maintain the low latency.
      Answer question

      Question 2

      Round 2: 1. Deep learning depth (SLM fine tuning complete end to end process with infrastructure requirements) 2. Precision and Recall without using formula 3. TF-IDF score calculation 4. Word Embedding models
      Answer question

      Question 3

      Round 3: 1. Case Study : Extract the actionable insights from millions of reviews. 2. What are encoders ? 3. Limitations of RNN
      Answer question

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