Resume Parsing for Talent Analytics
Turn each resume into a consistent record in your dataset
Questions about your candidate pipeline are hard to answer when the data sits in thousands of unstructured resume files.
Resume Parser converts each PDF resume into JSON with the same schema every time: work experiences with start and end month and year, educations, locations, links, and languages. Load the records into your warehouse or BI tool and query them. Role descriptions come back as markdown text, which you can search or run your own skill extraction on.
How it works
- 1
Parse your resume archive
Send your historical PDF resumes to the API one by one, staying within 30 requests per minute per key, and store each JSON response.
- 2
Load into your warehouse
Flatten the JSON into tables: one row per candidate, one per work experience, one per education.
- 3
Build reports
Query experience lengths, locations, education, and language coverage across your pipeline.
Key benefits
Consistent records
Every resume is returned in the same schema, so comparisons across time are possible.
Dates you can compute with
Start and end months and years come back as numbers with an isOngoing flag, so you can calculate experience length.
Pay per parse
Prepaid credits that never expire, from EUR 0.15 down to EUR 0.10 per parse depending on order size (excluding VAT).
Frequently asked questions
No. There is no skills field. Skills and tools stay in the markdown description of each role (skillsDescription). For analytics, run your own extraction or taxonomy mapping on that text.
The rate limit is 30 requests per minute per API key and each parse can take up to 60 seconds. Contact us if you need more throughput.
Yes, through your own warehouse or a CSV export you build from the JSON. The API itself only returns JSON.
Related pages
Resume Parsing as a Step in Your HR Automation
Use parsed resume data in your HR workflows: fill HRIS records, route applications, and start onboarding tasks. REST API with structured JSON output.
FeaturesSkill Extraction API
Get each role's description, with the skills used, tied to the job where they were used. PDF to structured JSON with one API call.
SolutionsResume Parser for Enterprise
Resume parsing API for larger organizations. Self-serve API keys and prepaid credits, plus a contact route for very large volumes, custom contracts, and on-premise needs.
SolutionsResume Parser for Staffing Agencies
Turn candidate CVs into ATS-ready JSON with one API call. Contact details, work history, education, and languages. Prepaid credits that don't expire. 50 free parses per month.
Parse a sample and look at the data
Use the 50 free parses per month to see what your resumes look like as structured data.