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

Translate VLOOKUP to SQL Joins

EasySQL & Data Manipulation00:00
Practice interviewer
In session
5 left
00:00

Your question is Translate VLOOKUP to SQL Joins. 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

Context

Financial analysts at Relias often move from Excel-based lookup workflows into SQL-based reporting. A strong answer should show that you understand both what VLOOKUP does and how to reproduce that logic in PostgreSQL.

Core question

Walk through a VLOOKUP function and explain how you would translate it into SQL. In your answer, cover:

  1. What VLOOKUP is doing conceptually
  2. Which SQL operation most closely matches it
  3. How to handle exact matches and missing matches
  4. Why SQL is often more flexible than VLOOKUP for finance reporting in Relias

Scope guidance

Keep the explanation practical rather than academic. The interviewer is looking for a clear mapping from spreadsheet logic to SQL joins, plus awareness of common issues like unmatched keys, duplicate matches, and returning a default value when no match exists.