Dataford
Interview QuestionsInterview GuidesExperiencesCoaching
New
Pricing
Get started
Dataford
Popular roles
Software EngineerData AnalystData ScientistData EngineerBusiness AnalystAI EngineerMachine Learning EngineerProduct Manager
Browse
Browse All RolesEvery role hub, from analyst to MLBrowse All CompaniesCompany-specific interview loopsAll Interview GuidesThe full guide library
Top questions by role
Software EngineerData AnalystData ScientistData EngineerBusiness AnalystAI EngineerMachine Learning EngineerProduct Manager
Top questions by skill
SQLPythonStatisticsMachine LearningA/B TestingSystem DesignGenerative AIProduct SenseMetricsBehavioral
Browse all questions →Try a mock interview
Experiences
Practice
Mock InterviewsTimed interview simulations with feedbackCoaching1:1 coaching with people at your target companiesSuccess PathYour 6-week structured planModulesCurated lessons by topicWebinarsTalks from ex-Big Tech data leadsPlaygroundA free-form scratch editor
Learn
BlogInterview strategy and career adviceTech Job Market ReportHiring trends across data and AI rolesFor UniversitiesDataford for career centersAbout DatafordWho we are and how we build
Pricing
Build my plan
SQL Retention for Repeat Borrowers
00:00
5 left

SQL Retention for Repeat Borrowers

MediumSQL · PostgreSQL

Problem

Write a SQL query to find the monthly retention rate of borrowers who have taken out multiple loans with Upstart.

Use funded loans only. A borrower is retained for a month if they have another funded loan in the immediately following calendar month. Include only borrowers with at least two funded loans overall.

Output

  1. One row per activity month with month_start, retained_borrowers, eligible_borrowers, and retention_rate
  2. Include months containing eligible borrower activity, including months with zero retention
  3. Calculate retention_rate as a percentage rounded to two decimal places
  4. Sort by month_start ascending

Schema

borrowers
ColumnTypeDescription
borrower_idPKINTUnique Upstart borrower identifier
borrower_nameVARCHAR(100)Borrower display name
emailVARCHAR(255)Borrower email address
loans
ColumnTypeDescription
loan_idPKINTUnique loan identifier
borrower_idINTReferences borrowers.borrower_id
statusVARCHAR(20)Loan lifecycle status
funded_atDATEDate the loan was funded
loan_amountDECIMAL(12,2)Original funded loan amount
Tablesborrowersloans
Interviewer

Your question is SQL Retention for Repeat Borrowers. Start with the requirements and the two tables in the Question tab.

Run and submit as often as you like. When you're ready, talk me through your approach or go straight to the code.

You need to log in / sign up to run or submit.
CodePostgreSQL
Sign up free to run your codeLog inLn 1
Run your query to see results here.