Smart LinkedIn job filtering with Google Gemini, CV matching, and Google Maps

What it does

The job search process is filled with manual, frustrating tasks—reading endless job descriptions only to find the seniority is wrong, the role requires a language you don't speak, or a "hybrid" job has an impossible commute.

This workflow acts as a personal AI assistant that automates the entire top of your job search funnel. It doesn't just find jobs; it reads the full description, checks the commute time from your home, filters by your specific criteria, and even compares the job requirements against your CV to calculate a match score. It's a personalized, decision-making engine that only alerts you to the opportunities that are a perfect fit.

How it works

The workflow is designed to be fully customized from a single Config node and runs in a multi-layered sequence to find and qualify job opportunities.

1. Scrape Jobs: The workflow triggers and uses Apify to find new job postings on LinkedIn based on a list of keywords you define (e.g., "AI Workflow Engineer," "Automation Specialist"). 2. AI Triage & Smart Filtering: For each job found, a Google Gemini AI performs an initial triage, extracting key data like the job's language, work model (Remote, Hybrid, On-site), and seniority level. The workflow then applies a series of smart filters based on your personal preferences: Language & Seniority: It discards any jobs that don't match your target language and experience level. Commute Check: For hybrid or on-site roles, it uses the Google Maps API to calculate the commute time from your home address and filters out any that exceed your maximum desired travel time. 3. AI Deep Analysis vs. CV: For the handful of jobs that pass the initial filters, a second, more advanced Google Gemini agent performs a deep analysis. It compares the job description against your personal CV (which you paste into the config) to generate a summary, a list of key required skills, and a final match score (e.g., 8/10). 4. Log & Alert: The final step is action. The full analysis of every qualified job is logged in a Supabase database for your records. However, only jobs with a match score above your set threshold will trigger an immediate, detailed alert in Telegram, ensuring you only focus on the best opportunities.

Setup Instructions

This workflow is designed for easy setup, with most personal preferences controlled from a single node.