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Parse scanned PDF resumes with OCR

Extract structured candidate data from scanned or photographed resumes. Text is read with OCR, then mapped to contact details, experience, education and normalized skills.

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Resume Parser - CV to JSON
Resume Parser - CV to JSONhirelayer/resume-parser
Status
Name
Job title
Email
+5 fields
Text
Number
Boolean
List
Object

Input

Resume URLs(required):https://hirelayer.co/benchmark/resume-parser-2026-10/cv4-scanned-fr.pdf

Output fields

Status
Name
Job title
Email
Phone
Experience
Photo
Resume
Error

How it works

Sign up on Apify or log in

The Resume Parser - CV to JSON Actor is ready to run with the inputs already set for "Parse scanned PDF resumes with OCR". Sign up or log in and you'll land in Apify Console with a copy of this exact task.

Start the "Parse scanned PDF resumes with OCR" task

The Resume Parser - CV to JSON Actor will start running based on the input automatically. You can also change all the input fields, like resume urls, to match your specific use case.

Receive the "Parse scanned PDF resumes with OCR" output

Monitor the progress in real time. You will be notified as soon as your dataset is complete and ready for review. Each result includes data such as status, name, job title, and more.

Integrate into your workflow

The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow. You can also run the "Parse scanned PDF resumes with OCR" task via API.

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