Shopify · Probability & Brainteasers
Perform no-calculator math accurately and fast
TrueInterview
October 7, 2026 · 1 min read
Without using a calculator, complete each item in at most 90 seconds and briefly describe the mental shortcuts you applied: a) ; b) ; c) ; d) estimate to within 0.005; e) give tight two-sided bounds for (explain your bounds); f) .
Overview: This item assesses mental calculation, quick estimation, numerical bounding, and comfort with exponentials and square-root approximations, and it sits in the Statistics & Math category for a Data Scientist position.
Read the full Data Scientist interview experience this question came from.
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