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
Running 3-Month Moving Average
00:00
5 left

Running 3-Month Moving Average

MediumSQL · PostgreSQL

Problem

Bain & Company's analytics team wants a monthly view of revenue performance by sales region. Write a PostgreSQL query that aggregates completed sales and calculates a running three-month moving average for each region.

Requirements

  1. Aggregate completed transaction revenue by region and calendar month.
  2. Calculate the average of the current month and up to the two preceding reported months within each region.
  3. Exclude cancelled transactions and rows without a matching region.
  4. Return results ordered by region and month.

Schema

regions
ColumnTypeDescription
region_idPKINTEGERUnique region identifier
region_nameVARCHAR(50)Sales region name
marketVARCHAR(50)Market served by the region
sales_transactions
ColumnTypeDescription
transaction_idPKINTEGERUnique transaction identifier
region_idINTEGERRegion associated with the transaction
sale_dateDATETransaction date
revenueNUMERIC(12,2)Transaction revenue
statusVARCHAR(20)Transaction status
Tablesregionssales_transactions
Interviewer

Your question is Running 3-Month Moving Average. 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.