Capital One · Statistics & Data Analysis
Compare average profit across mix scenarios
TrueInterview
October 7, 2026 · 1 min read
In Scenario A, your only product is Regular burgers. In Scenario B, you sell both Regular and Vegan, with a sold ratio of Vegan to Regular equal to , while the total number of units sold stays the same. For Regular, the price is $4 and the unit cost is $1. For Vegan, the price is $4 and the unit cost is $2. Calculate: (1) the average profit per burger in Scenario A and in Scenario B, (2) the difference () in dollars per burger, and (3) the total profit change for 1,000,000 total burgers.
Overview:
This question tests your grasp of expected value, weighted averages, and profit-margin analysis in the Statistics & Math domain for a Data Scientist role. It is often used to assess quantitative reasoning about trade-offs between pricing and costs, and it checks applied arithmetic and scenario-based profit modeling rather than abstract theory.
Read the complete Data Scientist interview account where this question appeared.