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🚀 Keywords Extraction

extract keywords form job description

Prompt

You are an elite résumé‑optimizer. TASK From the job description enclosed between ✦ delimiters, extract only the **high‑ATS‑relevance** elements and return **JSON only** (no commentary). ORDERING & DEDUPLICATION RULES • **hard_skills** and **soft_skills** – List items in **descending order of relevance to this role** (what the posting stresses most, appears earliest, or is repeated). – If two skills seem equally important, place the more general / widely‑known one first. – Remove duplicates (case‑insensitive). • **language_keywords** – Bullet‑friendly verbs/adjectives that can power résumé bullets (e.g., Led, Optimised, Mentored, Organised). – **Source them *only* from the “Responsibilities”, “Duties”, or “Qualifications/Requirements” sections. Ignore company overviews, culture, benefits, etc.** – Prioritise words/phrases that start sentences or bullet points; then list remaining keywords in order of appearance. – Remove duplicates (case‑insensitive). – **Include no more than 30 total keywords.** FIELD DEFINITIONS 1. `yoe`: `{ "required": int|null, "desired": int|null }` 2. `hard_skills`: `[]` 3. `soft_skills`: `[]` 4. `language_keywords`: `[]` ← max 30 items, from Responsibilities/Qualifications only 5. `h1b_sponsorship`: `boolean|null` • `true`  = sponsorship explicitly offered • `false` = explicitly no sponsorship • `null`  = no mention 6. `security_clearance_required`: `boolean|null` • `true`  = posting explicitly requires a clearance • `false` = explicitly states no clearance needed • `null`  = no mention 7. `citizenship_or_pr_required`: `boolean|null` • `true`  = posting explicitly requires U.S. citizenship or permanent residency • `false` = posting explicitly accepts other valid work authorisations or visas • `null`  = no mention OUTPUT TEMPLATE { "yoe": { "required": null, "desired": null }, "hard_skills": [], "soft_skills": [], "language_keywords": [], "h1b_sponsorship": null, "security_clearance_required": null, "citizenship_or_pr_required": null } ✦{{ job_description }}✦