{"product_id":"n8n-job-match-automation-score-public-jobs-send-to-telegram","title":"n8n Job Match Automation: Score Public Jobs \u0026 Send to Telegram","description":"\u003ch3\u003eAutomated n8n Job Matching: Score New Roles and Send Telegram Alerts\u003c\/h3\u003e\n\u003cp\u003e\u003cstrong\u003eThis n8n workflow automatically checks public job boards daily, scores each new job against your profile using \u003cem\u003eAnthropic Claude\u003c\/em\u003e, and sends only the best matches to your \u003cstrong\u003eTelegram\u003c\/strong\u003e chat.\u003c\/strong\u003e No manual hunting—just targeted job alerts.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this workflow does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eRuns on a schedule (daily at 09:00)\u003c\/strong\u003e and can also be triggered manually.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eLoads your configuration\u003c\/strong\u003e such as target region, profile details, keywords, and your \u003cstrong\u003eTelegram chat ID\u003c\/strong\u003e.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eFetches job postings\u003c\/strong\u003e from your configured company boards: \u003cstrong\u003eAshby\u003c\/strong\u003e, \u003cstrong\u003eGreenhouse\u003c\/strong\u003e, and \u003cstrong\u003eLever\u003c\/strong\u003e; it can also search \u003cstrong\u003eJobicy\u003c\/strong\u003e and \u003cstrong\u003eHimalayas\u003c\/strong\u003e using your keywords.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eNormalizes, merges, and deduplicates\u003c\/strong\u003e listings so each opening is processed once per workflow run.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eFilters low-cost first\u003c\/strong\u003e by allowed region, role title matching, and non-junior constraints, while skipping jobs already seen in previous executions and capping how many it processes per run.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eScores jobs with Anthropic Claude\u003c\/strong\u003e (via a LangChain LLM chain) and returns a structured verdict: \u003cem\u003efit\u003c\/em\u003e, a \u003cem\u003e1–10 score\u003c\/em\u003e, and a \u003cem\u003eone-line reason\u003c\/em\u003e.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eHandles LLM failures gracefully\u003c\/strong\u003e: if Claude can’t judge a job, it stays as \u003cem\u003e“unjudged”\u003c\/em\u003e and can still be messaged based on your minimum threshold.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eSends a run summary to Telegram\u003c\/strong\u003e, then sends \u003cstrong\u003eone Telegram message per qualifying job\u003c\/strong\u003e, including required \u003cstrong\u003evia attribution\u003c\/strong\u003e links for Jobicy and Himalayas items.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eAs a SaaS operator, get daily Telegram notifications of roles that match your hiring strategy and region.\u003c\/li\u003e\n  \u003cli\u003eAs an n8n user, automate junior-to-mid role screening and avoid duplicates across Ashby, Greenhouse, and Lever.\u003c\/li\u003e\n  \u003cli\u003eAs an automation engineer, deploy an end-to-end job scoring pipeline using Anthropic Claude + Telegram alerts.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eIntegrations\u003c\/strong\u003e: Ashby, Greenhouse, Lever, Jobicy, Himalayas, \u003cstrong\u003eTelegram\u003c\/strong\u003e, \u003cstrong\u003eAnthropic Claude\u003c\/strong\u003e (via LangChain).\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eWorkflow nodes\u003c\/strong\u003e: \u003ccode\u003eif\u003c\/code\u003e, \u003ccode\u003eset\u003c\/code\u003e, \u003ccode\u003ecode\u003c\/code\u003e, \u003ccode\u003elimit\u003c\/code\u003e, \u003ccode\u003emerge\u003c\/code\u003e, \u003ccode\u003efilter\u003c\/code\u003e.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eCore outputs\u003c\/strong\u003e: structured Claude verdict (fit, 1–10 score, reason) and Telegram job alerts.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003cp\u003e\u003cstrong\u003eSetup\u003c\/strong\u003e: add an Anthropic API credential for Claude and a Telegram bot credential, then configure your chat ID and profile settings.\u003c\/p\u003e","brand":"N8N Commerce","offers":[{"title":"Default Title","offer_id":46192852598963,"sku":"N8N-20539","price":45.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0749\/6279\/6723\/files\/432i3RKBl7g0_S4LQov7f_OI1EX63h.png?v=1791537332","url":"https:\/\/buyflowscripts.com\/products\/n8n-job-match-automation-score-public-jobs-send-to-telegram","provider":"N8N Commerce","version":"1.0","type":"link"}