HR & Recruiting

Job Applicant Scoring and Interview Scheduling

Score job applicants against the job description with AI, shortlist strong ones, generate interview questions and book a call.

The Problem

Recruiters read every CV to find the few worth talking to, then write questions and coordinate calendars by email.

How This Template Solves It

A hiring manager publishes an application form. Each CV is scored against the job description, strong candidates get tailored questions and a personalized email, and a call is booked on the interviewer's calendar, with everything tracked in Airtable.

How It Works

  1. 1An application form collects the candidate's details and CV, stored in Airtable and Google Drive.
  2. 2An AI agent compares the CV with the job description and records a score and reason in Airtable.
  3. 3Candidates above your threshold are shortlisted and get questions generated from the job description and CV.
  4. 4AI writes a personalized email inviting the candidate to a call.
  5. 5An agent checks the interviewer's Google Calendar, books a slot and updates Airtable.

What You Need

  • An Airtable base set up from the Simple Applicant Tracker template
  • Google Drive and Google Calendar
  • An OpenAI API key
  • An SMTP email account

What Stays Under Your Control

  • Hiring decisions stay with people.
  • Review scores and reasons before rejecting anyone.

Watch Out For

  • Automated scoring can encode bias. Audit results across candidate groups and check local hiring laws.
  • Change the form description and prompts for each role you hire for.

Adapted from a community workflow template. Before publishing we removed credentials, account and file IDs, email addresses and sample data. The original author's setup notes are kept inside the workflow file.

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