Product CaseAnalytics Case

Tell us your approach to find out if a new system, which identified and banned accounts which were posting ads for prohibited content, was working?

Data Scientist

TikTok

Meta

Twitter

Did you come across this question in an interview?

  • Tell us your approach to find out if a new system, which identified and banned accounts which were posting ads for prohibited content, was working?
  • What metrics would you track to gauge the success of the new system for removing prohibited content ads from user accounts?
  • Talk to us about the methods you'd use to validate whether the new approach to identifying and banning accounts is actually working.
  • How will you determine whether the new system is catching all prohibited content that is being posted?
  • Can you detail the steps you'd take to audit and assess the effectiveness of the new system?
  • Describe the tests you would run to ensure that the system is identifying and banning accounts with prohibited content accurately.
  • Can you explain your process for validating the accuracy of the new account banning system's findings?
  • How long will you wait before analyzing the effectiveness of the new system, and what criteria would you use to determine its efficiency once you evaluate it?
  • Talk to us about your testing methodology to determine whether the new system is working effectively in detecting and deleting prohibited content ads.
  • What factors would you take into account when determining if the new account banning system is working as effectively as intended?
  • Can you walk us through the evaluation process you'd follow to determine the effectiveness of the new account banning system?
Try Our AI Interviewer

Prepare for success with realistic, role-specific interview simulations.

Try AI Interview Now

Interview question asked to Data Scientists interviewing at TikTok, Twitter and Meta: Tell us your approach to find out if a new system, which identified and banned accounts which were posting ads for prohibited content, was working?.