Recruitment Management System
End-to-end recruitment with AI screening, automated interviews, and calendar integration
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System Overview
A complete recruitment management system that combines AI-powered screening, automated interview scheduling, and calendar integration to streamline the entire hiring process from job posting to offer letter.
Core Features
- AI Resume Screening & Scoring
- Automated Interview Rounds
- Calendar Integration (Google/MS)
- Bulk Operations Processing
Business Value
- Reduce hiring time by 40%
- Improve candidate quality
- Eliminate scheduling conflicts
- Data-driven hiring decisions
System Architecture
AI Engine
Resume analysis & scoring
Calendar Service
Google Meet & MS Teams
Analytics
Real-time insights
Recruitment Pipeline
Stage Transitions
Key Actions Per Stage
AI-Powered Features
Resume Screening
- Skill Matching: Detects required vs actual skills
- Experience Analysis: Years detection & validation
- Education Verification: Degree & institution check
- Scoring: 0-100 match score calculation
Smart Recommendations
- Auto-Advance: Score ≥ 80 = automatic interview
- Manual Review: Score 60-80 = human decision
- Auto-Reject: Score < 60 = consider rejection
- Interview Questions: AI-generated based on resume gaps
AI Analysis Report Example
Strengths
Areas for Review
Interview Automation
Automated Rounds
Initial Screening
AI schedules video interview automatically
Technical Assessment
Auto-scheduled based on availability
Final Interview
Panel interview with hiring manager
Smart Platform Selection
Google Meet
Default for Google Calendar users
Microsoft Teams
For Microsoft 365 organizations
Automation Benefits
Time Saved
70% less scheduling time
No-Show Rate
Reduced by 60%
Calendar Sync
100% automated
Communication
Auto-email & reminders
Calendar Integration
Setup Process
- 1
Navigate to OAuth Settings
/integrations/oauth
- 2
Configure Credentials
Google Cloud / Azure Portal setup
- 3
User Connection
Each user connects their calendar
- 4
Start Scheduling
Auto-create real calendar events
Features by Platform
Google Calendar
- Real Google Meet links
- Calendar event creation
- Email invitations
Microsoft Teams
- Teams meeting rooms
- Screen sharing
- Recording capabilities
Common Issues & Solutions
Bulk Operations
Bulk Screening
Run AI screening on all applications for a specific job posting
POST /applications/bulk-processBulk Scheduling
Schedule interviews for multiple candidates simultaneously
POST /applications/bulk-scheduleBatch Updates
Update application stages or status in batches
PATCH /applications/batch-updateBulk Scheduling Workflow
1. Select Candidates
Checkbox selection from applications list
2. Configure Schedule
Set interview rounds & preferences
3. AI Processing
Auto-select platforms & time slots
4. Send Invitations
Auto-email candidates & interviewers
Public Job Board
Public vs Internal
Public Job
Visible to external candidates on jobs page
Internal Job
Only visible to organization members
URL Structure
Organization Landing
/jobs?org=organization-slug
Job Detail Page
/jobs/job-id?org=organization-slug
Application Form
In-page form on job detail
Public Application Process
Analytics & Reports
Key Metrics Tracked
Report Types
Pipeline Report
Daily
Source Analysis
Weekly
Time Metrics
Monthly
Quality Report
Per Hire
Cost Analysis
Quarterly
Forecast Report
Quarterly
Dashboard Widgets
Total Applications
Active Jobs
In Interview
Avg. AI Score
Role-Based Permissions
| Role | Job Management | Candidate Access | Interview Scheduling | AI Configuration |
|---|---|---|---|---|
Employee | View only | None | None | None |
Hiring Manager | View assigned | View assigned | Schedule & feedback | Run screening |
HR Manager | Create/Edit/Close | All applications | All scheduling | Configure & run |
System Admin | Full control | Full access | Full control | Full configuration |
Data Access Levels
Public Data
- • Job descriptions
- • Company information
- • Application form
Internal Data
- • Candidate resumes
- • Interview feedback
- • Salary information
Restricted Data
- • Rejection reasons
- • Salary negotiations
- • Internal notes
Troubleshooting Guide
Need Additional Help?
Contact your system administrator or HR department for configuration issues. For technical support, check server logs and API documentation.
Best Practices
For Hiring Managers
- Set clear job requirements before posting
- Review AI recommendations but use judgment
- Provide detailed interview feedback promptly
- Use bulk operations for efficiency
For HR Administrators
- Configure OAuth before calendar use
- Set up email templates for consistency
- Monitor pipeline metrics weekly
- Train hiring managers on system features
Pro Tips
💡 Use Bulk Screening
Process all applications at once after job posting
📅 Auto-Schedule
Let AI handle interview scheduling for efficiency
📊 Track Metrics
Use analytics to improve hiring process over time
Need help? Contact your HR department or system administrator.