Powered by RAG + Large Language Models

Generate Interview Questions
from Job Descriptions
with AI

Paste any job description and get tailored Technical, Behavioral, and Situational interview questions in seconds β€” powered by RAG and GPT-4.

Saves recruiter timeContext-aware questionsExport-ready PDF
HireGen AI β€” Question Generator
πŸ“„
Job Description
We are looking for a Senior Frontend Developer with 5+ years of experience in React and TypeScript. Strong understanding of Next.js, SSR, and performance optimization required...
Extracted Keywords
ReactTypeScriptNext.jsSSRREST API
MediumNext.js

Explain the difference between SSR and SSG in Next.js, and when would you choose each?

AI Suggested Answer

SSR renders on every request β€” ideal for dynamic data. SSG pre-renders at build time for maximum performance. Choose based on data freshness requirements...

Why HireGen AI

Built for modern recruitment teams

Everything you need to run consistent, thorough interviews β€” without spending hours on preparation.

10x Faster Prep

Generate a full interview set from any job description in under 30 seconds. No more manual question writing.

Context-Aware AI

RAG-powered retrieval grounds every question in real-world skills and industry knowledge from the JD.

Evaluation Consistency

Structured Technical, Behavioral, and Situational categories ensure every interview covers the full candidate profile.

Export-Ready Sets

Download your question sets as PDF or DOCX, share with teammates, or save to your session history.

Platform Features

Everything you need for smarter hiring

From JD parsing to export-ready question sets, every feature is designed to save time and improve interview quality.

Job Description Input

Paste any JD or upload a PDF/DOCX file. The AI parses the role, required skills, and experience level automatically.

AI Skill Extraction

The system identifies key competencies, technologies, and soft skills from your job description using NLP.

RAG Knowledge Retrieval

Retrieval-Augmented Generation pulls relevant knowledge from curated sources to ground questions in real expertise.

Question Generation

Generate role-specific Technical, Behavioral, and Situational questions tailored to experience level and domain.

Suggested Answers

Every question includes an AI-crafted suggested answer to help evaluators benchmark candidate responses.

History & Export

Access all past sessions from your history dashboard. Export to PDF or DOCX for use in interviews anytime.

How It Works

From job description to interview-ready in 4 steps

A simple, powerful workflow that turns any JD into a structured interview question set.

1

Enter Job Description

Paste your JD text or upload a PDF/DOCX file directly into the platform.

2

Extract Skills

The AI identifies required skills, technologies, and experience level from the JD.

3

Retrieve Knowledge

RAG pulls relevant knowledge from curated sources to ground every question.

4

Generate Questions

Receive a categorized set of Technical, Behavioral, and Situational questions instantly.

Live Demo

See it in action

Here's a real example of what HireGen AI generates from a Senior Frontend Developer job description.

Senior Frontend Developer

Generated for Β· Tech Corp Inc.

FrontendSenior6 questions
ReactTypeScriptNext.jsSSRREST APIGraphQLCI/CDSystem Design
1
MediumNext.jsSSRSSG

Explain the difference between Server-Side Rendering (SSR) and Static Site Generation (SSG) in Next.js, and when would you choose each?

2
HardReactPerformanceVirtualization

How would you optimize the performance of a React application that renders a large list of items?

AI Suggested Answer

Use virtualization (react-window or react-virtual), memoization with React.memo and useMemo, lazy loading with Suspense, and pagination or infinite scroll to avoid mounting all items at once.

Pricing

Simple, transparent pricing

Start free. Upgrade when you're ready. Cancel anytime.

Free

$0/ month

For students and basic exploration of the platform.

  • 5 JD generations per month
  • Basic question generation
  • Technical questions only
  • Limited export (3 per month)
  • Community support
  • Behavioral & Situational questions
  • Suggested answers
  • History tracking
Get Started Free
Most Popular

Pro

$19/ month

For recruiters and small teams who need full capabilities.

  • 100 JD generations per month
  • Technical, Behavioral & Situational
  • AI-generated suggested answers
  • Unlimited PDF export
  • Full session history
  • Priority email support
  • Team management
  • Admin analytics dashboard
Start Pro Plan

Enterprise

Custompricing

For organizations that need scale, control, and dedicated support.

  • Unlimited JD generations
  • All Pro features included
  • Team & role management
  • Admin analytics dashboard
  • Role-based access control
  • Dedicated account manager
  • Custom AI model configuration
  • On-premise deployment option
Contact Sales

Testimonials

Trusted by recruiters and educators

See what professionals say about how HireGen AI transformed their hiring and evaluation process.

β€œHireGen AI cut our interview preparation time by over 80%. The questions are genuinely tailored to each role β€” it's like having a senior recruiter on demand.”

SK

Sarah Kim

Talent Acquisition Lead Β· Meta

β€œAs a tech lead who sits on many interview panels, the quality of the Technical questions is impressive. They map precisely to the skills in the JD.”

JL

James Liu

Senior Engineering Manager Β· Stripe

β€œI use this for my university evaluation panels. It generates exactly the kind of structured questions I need to assess both technical competence and soft skills.”

ET

Dr. Emily Tran

Lecturer, Computer Science Β· FPT University

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Start generating better interviews today

Join hundreds of recruiters and educators using HireGen AI to build smarter, faster, and more consistent interview processes.