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
- Auto-extraction of key elements from resumes of candidates with to classify, eliminate poor candidates, and create a comprehensive report for interviewing candidates.
- Trained model with 98% accuracy to extract key data from resumes regardless of format (image and text).
- Full integration into workplace platforms (Taleo, Workday, etc.)
IMPACT
- 98% accuracy with a low number of sample documents
- $1.5M annual savings
- 3 million resumes processed annually – varied formats, file types, layouts, and some including tables
- Full integration into workplace platforms (Taleo, Workday, etc.)
- Results achieved in 2 weeks
