Resume Processing for Global Talent Platform
3M
resumes processed annually
$1.5M
annual savings
68%
reduction in manual effort
Client
AI-Powered Global Talent Platform
Goal
Accurately extract key data from resumes
CHALlENGE Overview
Recruitment is a $200 billion industry with millions of job seekers uploading resumes and applying to jobs every day.
Resumés are growing increasingly more creative in style and presentation, making automating data extraction more difficult. They come in all different formats, making OCR-based solutions which rely on template-based forms almost impossible/very limited to a small range of resumes.
The client is currently using an internal solution for resume extraction and data matching; however, their extraction model only achieves 90% accuracy and can only process text-based documents (.docx), not image-based ones (pdfs)
WHAT WE DID
- Trained model with ~98% accuracy to extract key data from resumes regardless of format (image and text)
Business value
- 3M resumes processed annually
- $1.5M annual savings
- 68% reduction in manual effort
- Full integration into workplace platforms (Taleo, Workday, etc.)
