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AI-assisted description generation

Let an AI assistant draft your job description from a short prompt — saving 15 minutes per job. You stay in control: review the draft and edit before saving.

Where to find it
Job detail → Description tab → AI button in the toolbar
Who can use it
Anyone with edit access on jobs, in an organisation that has AI features enabled.

Writing a great job description from scratch takes time. The AI assistant in the description editor turns 15-30 minutes of work into a couple of clicks. It has four separate tools, each for a specific job:

  • Title suggester — proposes job titles based on what’s already in the description.
  • Generate / improve full description — drafts the whole job posting from a short prompt, or rewrites an existing one in a different tone.
  • Generate short description — produces a one-paragraph summary suited for career-page cards and social media previews.
  • Translate to other languages — auto-translates the full description into the other languages your organisation supports.

You stay in control: the AI proposes, you decide whether to accept. Nothing is published until you save the job.

The AI assistant panel. Four tools, each with its own button. Generated content shows in the preview area before you accept it.

Opening the AI assistant

  1. Open a job

    Click any row in the jobs list.

  2. Go to the Description tab

    Second tab from the left.

  3. Look for the AI buttons

    The title suggester sits right below the Title field. The job description assistant sits between the Short Description and the Full Description fields.

Tool 1 — Suggest a title

The title suggester. Click Suggest, pick a title from the popover, click Accept to apply.

Useful when you’ve written a few paragraphs of description but can’t settle on the right title — or when you want a more accurate title than the placeholder you started with.

  1. Click the title suggester button

    Right below the Title field.

  2. Wait for the suggestions

    The AI reads your current title (if any) and full description, then proposes a few alternatives. Takes a few seconds.

  3. Accept one

    Click the Accept button next to the suggestion you like. The title is updated and saved automatically.

Tool 2 — Generate or improve the full description

Generate when the description is empty; Improve when you want to refine an existing one. Both take a short prompt.

This is the workhorse — it produces the bulk of the job posting.

Generating from scratch

  1. Click Generate

    Available when the full description is empty.

  2. Describe the role

    A short prompt like “Senior backend engineer specialising in distributed systems, remote, 5+ years”. The more specific you are, the better the draft.

  3. Wait for the draft

    Generation takes 5-15 seconds depending on complexity.

  4. Review and accept

    The draft appears in the preview area. Read it. If it works, click Accept — the draft fills in the Full Description field. If not, refine your prompt and try again.

Improving an existing description

  1. Click Improve

    Available when the full description already has content.

  2. Describe what you want

    A short instruction like “more friendly tone”, “shorter, focus on benefits”, or “add more about the engineering culture”.

  3. Wait for the rewrite

    Same 5-15 seconds.

  4. Compare and accept

    The improved version appears in the preview area, often side by side with the original. Pick which to keep.

Tool 3 — Generate the short description

The short summary tool. Reads your full description and produces a one-paragraph version for career-page cards.

The short description is a one-paragraph summary that appears on career-page job cards and in social media previews. Writing a good short summary that captures the essence of a long description is hard — the AI does this for you in one click.

  1. Make sure the full description is written

    The AI summarises whatever is in the Full Description field. If it’s empty, generate that first.

  2. Click the short summary button

    Inside the AI assistant panel.

  3. Wait for the summary

    Takes about 5 seconds.

  4. Accept

    The summary is written into the Short Description field and saved automatically. Edit afterwards if needed.

Tool 4 — Translate into other languages

Pick which target languages to translate into. Get one draft per target language, all ready to accept in one go.

Your organisation can support multiple languages (English, French, Spanish). Once you’ve written the description in one language, the AI can translate it into the others — keeping HTML formatting, lists, and links intact.

  1. Write the description in one language

    The source — usually whichever language you wrote first.

  2. Open the translation tool

    Inside the AI assistant panel.

  3. Pick the target languages

    Tick the languages you want translations for. Languages that already have content are pre-flagged so you don’t accidentally overwrite work.

  4. Click Translate

    The AI generates one translation per target language. Takes 10-30 seconds depending on description length and number of languages.

  5. Review each translation

    Each language gets a preview. Read them — pay attention to client names, product names, and place names (those sometimes get translated by mistake).

  6. Apply

    Click Apply to write all the translations into their respective language slots. The job saves automatically.

Who can do what

What you want to do

What you need

See the AI buttons

Edit access on jobs, plus AI integration enabled by your admin

Suggest a title

Same

Generate / improve the full description

Same

Generate the short description

Same — plus a full description to summarise

Translate

Same — plus your organisation must support more than one language

Tips

  • Generate first, then improve. The Improve tool can sharpen a draft the AI just produced — useful when the first attempt is “close but not quite”.
  • Be specific in prompts. “Senior backend engineer in Go and Kubernetes, fully remote, 6+ years” beats “Backend engineer”.
  • Use the AI for the boring parts. Responsibilities, requirements, and the why-join-us pitch are where the AI shines. The company-specific tone is best added by you.
  • Always check translated brand names. The model sometimes localises proper nouns that should stay as-is.
  • Generate short descriptions last. The short description is a summary of the full one. Writing the long version first gives the AI more to work with.