Case Study
Job Agent for HR Department
Project highlight: Deploying Job Agent for a mid-sized manufacturing company to automate CV screening and candidate shortlisting across multiple departments, reducing time-to-hire and eliminating manual sorting of high-volume applications.
About client: A manufacturing company with 1,200+ employees. The HR team of 6 manages hiring for Sales, Engineering, Operations and QA roles simultaneously, with peak hiring seasons twice a year.
Client Challenges:
- HR team received 300–500 CVs per hiring cycle — reviewed manually by 2 staff members
- Inconsistent evaluation criteria across departments led to poor-fit hires
- No standardized scoring — candidate selection relied heavily on individual judgment
- Email follow-ups to candidates done manually, causing delays of 5–7 days
- No visibility into pipeline status — HR manager had no real-time overview of hiring progress
Solutions:
- Batch CV Processing: HR uploads all CVs and JDs at once — Job Agent parses every document and extracts qualifications, experience and skills automatically within minutes.
- Standardized Scoring per Department: Scoring criteria configured separately for each role type — ensuring consistent, objective evaluation across all candidates.
- Automated Candidate Communication: Top-ranked candidates receive referral emails automatically — no manual follow-up needed from HR staff.
- Real-time Hiring Dashboard: HR manager views live pipeline status, score breakdowns and candidate progress across all open roles in one place.
Benefits:
- Consistent scoring criteria applied across all departments and roles
- Candidate email follow-ups automated — zero manual effort from HR team
- HR manager gains full visibility into hiring pipeline in real time
- HR staff redirected from CV sorting to higher-value interview and onboarding tasks