Dataford
Interview QuestionsInterview GuidesExperiencesMock InterviewsPricing
Get started

Ship Decision for Call Routing Test

MediumA/B Testing & Experimentation00:00
Practice interviewer
In session
5 left
00:00

Your question is Ship Decision for Call Routing Test. Take a moment with it on the right.

Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).

You need to log in / sign up to chat or submit.

Problem

Scenario

You work on an IT and communications product and have run an A/B test on a new inbound call-routing experience. The treatment appears to improve the main conversion metric, and stakeholders want to know if the result is statistically significant enough to ship rather than just a noisy win.

Question

How would you decide whether the result is statistically significant enough to ship? Walk through how you would define significance, practical impact, and guardrails before making the launch decision.

What This Tests

  • Hypothesis testing and statistical significance
  • Primary metric plus guardrail design
  • MDE-based power and sample-size reasoning
  • Awareness of peeking and experiment pitfalls