Build an AI Agent for job fit assessment

Make
305 views March 12, 2026

Screening candidates is slow, inconsistent, and hard to scale. In this video, we build a Job Fit Assessment and Interview Prep Agent in Make that: → Receives CVs automatically via Fillout Forms → Uploads and analyzes CVs using Gemini to extract key skills and experience → Retrieves the matching job description from Airtable and calculates an objective fit score → Generates a candidate summary and three tailored interview questions → Stores everything back in your recruitment CRM All inside one visual workflow, reducing initial screening time by up to 70%. This is a practical example of using AI Agents for judgment-heavy hiring work, ensuring every candidate is evaluated against objective criteria, without manual resume sifting. 👉 Built with Make AI Agents, Fillout Forms, Gemini, and Airtable: https://ma.ke/40ruIqC

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