Stop Scrolling: Build an AI-Powered Job Scoring Engine (Zero Middleware, Free)

Stop manually scoring job descriptions. Build a "Silent Recruiter."

Most job seekers waste hours checking job requirements against their resume. In this video, I walk you through how to build a Google-native, serverless Job Fit Scoring Engine.

🚀 The Tech Stack (100% Free):
Orchestration: Google Apps Script
Database: Google Sheets
Cognitive Engine: Google Gemini 1.5 Pro (via Google AI Studio)
Middleware: None. Zero monthly fees. Just pure cloud infrastructure.

🧠 What this does for you:
Automatically fetches new job listings.
Scores each job 0-100 based on YOUR background.
Identifies exact skill gaps you need to bridge.
Provides a 1-sentence reasoning for every score.
Get the full build documentation and prompt library here:

https://www.linkedin.com/posts/matt-elmore-b6093b73_tlp-active-native-job-scoring-agent-open-ugcPost-7465737229005459457-gWH4/?utm_source=share&utm_medium=member_desktop&rcm=ACoAAA-fX7gB68Z5WkXtB2Qe_HKXxJ9Jw5QOEZI

Why this matters:
This isn't a "job hack" or a temporary workaround. This is career infrastructure. By automating the screening process, you spend your time only on the roles you are guaranteed to qualify for.

🔔 Subscribe for more "No-Middleware" automation builds.
#AIAutomation #GoogleGemini #JobSearch #CareerTech #BuildingInPublic #NoCode

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