Imagine you're given a dataset containing customer transaction records for an e-commerce company. The dataset includes information such as customer demographics, purchase history, product details, and timestamps. Your task is to analyze this dataset to identify trends or patterns that could inform business decisions. How would you approach this task, and what specific analyses or techniques would you employ to extract valuable insights from the data?
Describe an end-to-end project you worked on. I was asked to walk through an ad-hoc request I received, how I approached it, gathered data, built the solution, and communicated the results.
How will you tackle the problem of projecting the need for hiring for this role to different kinds of stakeholders
Easy leetcode question, and general ML questions
Where do you see yourself in 5 & 10 years
How would you handle scenario "x"
What do you know about the company culture?
What skills do you offer that makes you the best candidate for this position?
Questions covered SQL, A/B testing, business case.
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