Screen Job Applications → Extract Skills → Rank Candidates

advanced20 minPublished May 2, 2026
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Automatically process incoming job applications, extract relevant skills and experience, then rank candidates based on job requirements.

Workflow Steps

1

Zapier

Trigger on new application emails

Set up a Gmail trigger in Zapier that activates when new job applications arrive in your hiring inbox. Configure it to detect emails with resume attachments (PDF or Word documents).

2

Zapier

Extract text from resume

Use Zapier's built-in PDF text extraction or integrate with a document parsing service to convert the resume attachment into plain text that can be processed by AI tools.

3

OpenAI GPT-4

Extract skills and experience

Process the resume text with GPT-4 to extract structured information: technical skills, years of experience, education, previous job titles, and key achievements. Format the output as structured data (JSON) for easy database entry.

4

OpenAI GPT-4

Score against job requirements

In a second GPT-4 step, compare the extracted candidate data against your predefined job requirements. Generate a compatibility score (1-10) and highlight specific matches and gaps. Include reasoning for the score.

5

Airtable

Add candidate to tracking database

Create a new record in your Airtable candidate database with the applicant's information, extracted skills, compatibility score, and AI-generated notes. Set up views to sort by score and flag high-potential candidates for immediate review.

Workflow Flow

Step 1

Zapier

Trigger on new application emails

Step 2

Zapier

Extract text from resume

Step 3

OpenAI GPT-4

Extract skills and experience

Step 4

OpenAI GPT-4

Score against job requirements

Step 5

Airtable

Add candidate to tracking database

Why This Works

Leverages AI to perform initial resume screening consistently and objectively, allowing human recruiters to focus on high-value candidate interactions rather than manual sorting.

Best For

HR teams and recruiters handling high volumes of applications

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