n8n Remote Job Auto-Scraper: Gemini Scoring + Telegram Alerts

Find remote jobs faster—then let your n8n workflow score, enrich, and alert you automatically

This n8n Remote Job Auto-Scraper discovers fresh remote openings on Recruitee, Lever, Ashby, and Greenhouse, scores them against your CV using Google Gemini, enriches the shortlist with salary + review research via MrScraper, and sends a Telegram digest—optionally with approval-based auto-submission for Recruitee roles.

What this workflow does

• Runs every four hours to continuously scan for new remote job postings.
• Loads your job seeker profile, previously seen jobs, and a salary cache from Google Sheets, then fetches and cleans text from your portfolio URL.
• Uses MrScraper Google SERP searches to locate relevant company job boards, then pulls openings from each ATS’s public API.
• Pre-filters roles to remove non-remote, irrelevant, or already-seen listings.
• Calls Google Gemini to produce structured match scores, fit notes, and hard blockers, keeping only roles above your minimum score threshold.
• Uses MrScraper to extract salary benchmarks and employee review summaries for top matches (reusing cached salary lookups when available).
• Uses Google Gemini to draft cover letter and screening-question answers, and filters out roles with hard blockers or questions that can’t be answered confidently from your CV.
• Sends Telegram approval requests for eligible Recruitee openings; after approval, submits via Recruitee’s public HTTP endpoint and reports outcomes in Telegram.
• Logs reviewed roles and results back to Google Sheets to support future deduplication and caching.

Use cases

• Automate “remote job hunting” while you focus on interviews and networking.
• Get a curated Telegram digest of only high-fit roles—scored against your CV by Gemini.
• Speed up Recruitee applications with approval-based auto-submission instead of manual form filling.

Technical details

• n8n nodes: if, set, code, wait, merge, telegram
• Integrations & services: Google Sheets, MrScraper (Google SERP + extraction), Google Gemini, Telegram, Recruitee/Lever/Ashby/Greenhouse public ATS endpoints