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
Classify Customer Membership by Total Spend
00:00
5 left

Classify Customer Membership by Total Spend

EasySQL · PostgreSQL

Problem

Scenario

A retail company wants to analyze customer purchase behavior and assign membership status based on total spending.

Task

Write a SQL query to produce a summary of each customer's total spending, order count, and membership status.

Requirements

  1. Join customers and orders to aggregate spending and order count per customer.
  2. Assign membership status:
    • 'Gold' if total spending is at least 900
    • 'Silver' if total spending is at least 500 but less than 900
    • 'Bronze' otherwise
  3. Include all customers, even those without orders (show 0 and 'Bronze' for them).
  4. Order results by total spending descending.

Schema

customers
ColumnTypeDescription
customer_idPKINTUnique identifier for each customer
customer_nameVARCHAR(255)Name of the customer
orders
ColumnTypeDescription
order_idPKINTUnique identifier for each order
customer_idINTReference to the customer who placed the order
amountDECIMAL(10,2)Total amount for the order
Tablescustomersorders
Interviewer

Your question is Classify Customer Membership by Total Spend. 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.