JD Generator · AI-assisted

One sentence in — a complete job description out.

Describe the role in a line or a short paragraph. TalentGraph writes a full, structured job description you can copy straight into your ATS — an engaging intro, key responsibilities, required and nice-to-have skills, education, plus structured hints for location type, engagement, seniority and screening questions.

Describe the role

A sentence is enough. Add seniority, location, engagement type or must-have skills and they'll be reflected in the output. Review and edit the draft before publishing.

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Your generated job description will appear here.

Why the output is usable as-is

A JD generator is only a time-saver if the hiring manager does not rewrite it.

Consistently structured, every time

Same sections, same shape, whichever manager briefed it — which is what makes downstream parsing, matching and reporting comparable across departments.

Skills that match your taxonomy

Generated skills come from the same normalized vocabulary the parser and matcher use, so the JD you publish is one your pool can actually be ranked against.

A sentence is enough to start

Brief it in one line, edit the draft, publish. The long-form intake conversation becomes an edit pass instead of a blank page.

One sentence in, a full JD out

Everything below the arrow is generated, and every part of it is editable.

Your brief
"We need a mid-level backend engineer in
Pune to own our payments services —
Python shop, hybrid, around 30 LPA." 
Generated job description
Backend Engineer II — Payments
Pune (Hybrid) · Full time · ₹28-38 LPA

ABOUT THE ROLE
Own the services that move money through the
platform, from API to settlement.

RESPONSIBILITIES
· Design, build and operate payment services
· Own reliability and latency for those services
· Partner with platform on infrastructure
· Review code and mentor junior engineers

REQUIRED SKILLS
Python · FastAPI · SQL · Docker · 3+ years

PREFERRED
Kafka · payments or fintech background

SCREENING QUESTIONS
1. Walk through a payment flow you have owned.
2. How do you make a retried payment idempotent?
3. Tell us about a latency problem you fixed.

What the run looks like

From a one-line brief to something you can publish.

JD Generator — live run
  1  Type the brief: one sentence or a short paragraph
  2  Role inferred ................. title, level, employment type
  3  Skills drawn from the normalized taxonomy
  4  Sections generated ............ responsibilities · skills · education
  5  Screening questions generated for the role
  6  Edit inline, then copy into your ATS

Ready to run this on your own documents?

The free tier needs no card. If you would rather see it on your real requisition load first, we will walk through it with you.