Freshworks Data Scientist Interview Questions
The questions to prepare for a Freshworks Data Scientist interview. Questions from real interview reports rank first. Updated weekly.
Calculate the monthly spending trends for customers using window functions and joins.
FreshworksJoin customers and transactions, filter to the previous quarter, aggregate spend, and return the top three customers by total spend.
Apptio
Quantiphi
DiscoverCompute daily active users and a 7-day rolling average using a CTE, distinct counts, and window functions.
Meta
Spotify
Meta ITExplain the bias-variance tradeoff mathematically and how L1 and L2 regularization change model complexity and weights.
FreshworksSign up to see every question
Create a free account to unlock this list and practice real interview questions.
Tests scalable architecture design for chatbot systems handling high-volume booking-related queries.
FreshworksTests NLP similarity approach and algorithmic efficiency for deduplicating support tickets.
FreshworksExplain how to test whether an observed experiment lift is real using hypothesis testing, p-values, and confidence intervals.
FreshworksTests metric selection and risk management to ensure improvements without harming key user outcomes.
FreshworksTests awareness of threats to validity and how to mitigate them in experimentation.
FreshworksTests metrics debugging, instrumentation checks, and causal reasoning after a release.
Freshworks