AI-powered HR Screening Automation via Jotform

Description

Who's it for

HR professionals and recruitment teams handling high application volumes
Startup founders and hiring managers seeking to scale hiring efficiently
Companies wanting consistent, objective candidate evaluation
Teams spending 20+ hours per week on manual resume screening

What it does

Receives job applications automatically via Jotform webhook
Downloads and parses resume PDFs using LlamaParse AI extraction
Analyzes candidate qualifications with OpenAI GPT-4 (compatibility score, strengths, concerns, technical skills)
Routes candidates into three categories based on AI score (1-10 scale)
Sends personalized HTML emails: interview invitations for strong candidates (7-10), status updates for moderate (5-6), respectful rejections for weak matches (1-4)
Generates detailed HR briefing emails for top candidates with interview questions and focus areas
Completes full screening process in under 2 minutes per application

How it works

Jotform trigger captures new submissions with resume attachments
HTTP requests fetch submission data and download PDF files
LlamaParse extracts text from resume PDFs with status checking loop
OpenAI AI Agent analyzes resume and cover letter, outputs structured JSON assessment
JavaScript code parses AI output into usable data fields
Switch node routes candidates to appropriate email path based on score
Gmail nodes send customized HTML emails to candidates and HR team
All processing happens automatically without manual intervention

Set up requirements

Jotform account** with API key (form fields: name, email, phone, position, start date, interview preference, cover letter, resume upload)
LlamaCloud account** with API key for PDF parsing
OpenAI API key** with GPT-4o-mini access
Gmail OAuth2** credentials for sending emails
Estimated setup time: 25-30 minutes
Cost: ~$0.05-0.10 per application processed

How to customize

Email templates**: Replace all placeholders (company name, HR manager, contact details, interview format, social links)
AI evaluation**: Edit AI Agent prompt to match your job requirements and scoring criteria
Score thresholds**: Adjust Switch node conditions to change candidate category ranges (default: 7+ strong, 5-6 moderate, <5 weak)
Additional features**: Add Google Sheets logging, Slack notifications, calendar booking, or ATS integration
Branding**: Update HTML email colors, fonts, and styling to match company brand
HR notifications**: Change recipient email from default to your HR manager's address