Jivika - LinkedIn Job Application Assistant

An intelligent semi-automated LinkedIn job application assistant that helps you apply to relevant positions efficiently while maintaining quality and control.

Features

• 🔍 Smart Job Search: Finds jobs matching your profile and criteria
• 💰 Salary-Based Filtering: Only targets companies with budget matching your expected CTC
• 🎯 Relevance Scoring: Ranks jobs by salary + skills match (best opportunities first)
• 📝 Auto-Fill Forms: Pre-fills applications using your resume data
• 👀 Human-in-the-Loop: You review and approve each application
• 📊 Application Tracker: Logs all applications with status tracking
• 🎯 Multi-Resume Support: Switch between role-specific resumes
• 🌍 Multi-Currency Support: Handles USD, INR, EUR, GBP with automatic conversion
• 🤖 MCP Browser Automation: Uses Cursor's browser MCP for reliable automation

Project Structure

jivika/
├── linkedin/           # LinkedIn automation scripts
│   ├── job_searcher.py    # Job search and filtering
│   ├── application_helper.py  # Form filling automation
│   ├── profile_manager.py     # Resume data management
│   └── tracker.py         # Application tracking
├── resumes/           # Your role-specific resumes
├── data/              # Application logs and tracking data
├── config.json        # Configuration and search criteria
└── main.py            # Main application entry point

Setup

1. Install dependencies:

   pip install -r requirements.txt

2. Configure your profile in config.json

3. Add your resumes to the resumes/ folder

4. Run the assistant:

   python main.py

Usage

The assistant will:

1. Search for jobs matching your criteria
2. Filter for Easy Apply positions (faster process)
3. Extract job details and requirements
4. Pre-fill application forms with your data
5. Pause for your review before submission
6. Log successful applications to the tracker

Configuration

Edit config.json to set:

• Salary expectations: Your expected CTC range (filters jobs by budget)
• Job titles and keywords: Roles and skills to match
• Preferred locations: Cities or remote
• Experience level: Years of experience (default: 5)
• Active resume: Which profile to use for applications
• Search filters: Remote, Easy Apply, salary thresholds, etc.

Salary-Based Filtering

Configure your expected CTC to only apply to jobs within your budget:

{
  "salary_expectations": {
    "currency": "USD",
    "expected_ctc_min": 120000,
    "expected_ctc_max": 180000,
    "strict_filtering": true,
    "exclude_below_expected_salary": true
  }
}

Features:

• ✅ Filters out jobs below your minimum CTC
• ✅ Converts currencies (INR ↔ USD, EUR ↔ USD, etc.)
• ✅ Parses various salary formats ($120k, ₹25L, €60k)
• ✅ Ranks jobs by relevance (salary + skills match)

See SALARY_FILTERING.md for detailed configuration guide.

Safety & Ethics

• ✅ Human approval required for each application
• ✅ Customizable application messages
• ✅ Respects LinkedIn's rate limits
• ✅ Uses human-like interaction timing
• ⚠️ Not for mass spamming - quality over quantity

License

MIT License - Use responsibly and ethically.