n8n Job Match Automation: Score Public Jobs & Send to Telegram

Automated n8n Job Matching: Score New Roles and Send Telegram Alerts

This n8n workflow automatically checks public job boards daily, scores each new job against your profile using Anthropic Claude, and sends only the best matches to your Telegram chat. No manual hunting—just targeted job alerts.

What this workflow does

• Runs on a schedule (daily at 09:00) and can also be triggered manually.
• Loads your configuration such as target region, profile details, keywords, and your Telegram chat ID.
• Fetches job postings from your configured company boards: Ashby, Greenhouse, and Lever; it can also search Jobicy and Himalayas using your keywords.
• Normalizes, merges, and deduplicates listings so each opening is processed once per workflow run.
• Filters low-cost first 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.
• Scores jobs with Anthropic Claude (via a LangChain LLM chain) and returns a structured verdict: fit, a 1–10 score, and a one-line reason.
• Handles LLM failures gracefully: if Claude can’t judge a job, it stays as “unjudged” and can still be messaged based on your minimum threshold.
• Sends a run summary to Telegram, then sends one Telegram message per qualifying job, including required via attribution links for Jobicy and Himalayas items.

Use cases

• As a SaaS operator, get daily Telegram notifications of roles that match your hiring strategy and region.
• As an n8n user, automate junior-to-mid role screening and avoid duplicates across Ashby, Greenhouse, and Lever.
• As an automation engineer, deploy an end-to-end job scoring pipeline using Anthropic Claude + Telegram alerts.

Technical details

• Integrations: Ashby, Greenhouse, Lever, Jobicy, Himalayas, Telegram, Anthropic Claude (via LangChain).
• Workflow nodes: if, set, code, limit, merge, filter.
• Core outputs: structured Claude verdict (fit, 1–10 score, reason) and Telegram job alerts.

Setup: add an Anthropic API credential for Claude and a Telegram bot credential, then configure your chat ID and profile settings.