Freshworks Data Scientist Interview Questions
The questions to prepare for a Freshworks Data Scientist interview. Questions from real interview reports rank first. Updated daily.
Calculate Webex daily active users and seven-day rolling retention using PostgreSQL CTEs, joins, and distinct aggregations.
FreshworksJoin customers and transactions, filter to the previous quarter, aggregate spend, and return the top three customers by total spend.
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DiscoverImplement the next-permutation algorithm to form the smallest integer larger than the input using exactly the same digits.
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Design a word embedding based text classifier and select metrics that reflect class balance and error costs.
FreshworksDistinguish supervised from unsupervised learning and select the appropriate paradigm for Freshworks customer or employee analytics.
FreshworksDesign a guardrail-aware A/B test for Freshworks chatbot response ranking, including MDE, power, randomization, and interference risks.
FreshworksAssesses system design for a customer support chatbot tailored to Freshworks products.
FreshworksOutline the first checks to diagnose a sudden drop in a core product metric, starting with data quality, scope, and decomposition.
FreshworksTests scalable architecture design for chatbot systems handling high-volume booking-related queries.
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