How Resume Parsing Works
What ApplyFast extracts from your resume and how it's used.
The parser
ApplyFast uses Affinda, an enterprise-grade document intelligence engine, to convert your resume file into structured data. This isn't keyword matching. It understands context, so "Led a team of 5 engineers" gets parsed as leadership experience, not just the word "engineers."
What gets extracted
| Data | How it's used |
|---|---|
| Skills | Matched against job requirements for scoring |
| Experience | Determines seniority level, industry fit, years of experience |
| Education | Factored into match scores for roles that require specific degrees |
| Contact info | Pre-fills application forms during Assisted Apply |
| Job titles | Powers smart suggestions for target roles during onboarding |
Editing extracted data
After parsing, you'll see a confirmation screen with everything the parser found. You can edit any section before confirming. Common things to fix:
- Skills the parser missed (especially niche tools)
- Job dates that got mixed up
- Education details that were misread
Once you confirm, the data is locked in for scoring. You can always update it later by uploading a new resume in Settings.
Privacy
Your resume is stored in a private, encrypted bucket. It's never shared with employers, job boards, or third parties. Only ApplyFast's AI reads it to generate scores and tailored documents.