nsbecf / docs /data_flow.md
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# Data Flow
## Pipeline
Resume + Company List
↓
Text Extraction
↓
AI Resume Parsing
↓
Profile Cleanup
↓
Company Loader
↓
Fetch Careers Pages
↓
ATS Detection
↓
Job Extraction
↓
Matching Engine
↓
Company Ranking
↓
Results Display
## Key Steps
### Resume β†’ Profile
Extract:
- skills
- tools
- roles
### Jobs β†’ Structured Data
Extract:
- title
- location
- url
### Matching
Score:
- title match
- skill overlap
- entry-level signals
### Output
- ranked companies
- job matches
- explanations