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AI Job Search Agent

Deprecated

See alternative Actors

Developed by

mohamed el hadi msaid

5.0 (1)

Pricing

Pay per event

Total users

Monthly users

Runs succeeded

Last modified

a month ago

Jobs

Open source

An intelligent job search assistant that analyzes resumes and finds matching job opportunities across multiple platforms. This actor uses LangGraph and LangChain to provide personalized job recommendations based on skills, experience, and preferences.

🚀 Features

Resume analysis and skill extraction
Multi-platform job search (LinkedIn, Indeed, Dice)
Intelligent job matching and ranking
Personalized recommendations
Structured JSON output
Automated job filtering and scoring

💡 Use Cases

Job Search: Find relevant job opportunities based on resume and preferences
Skills Analysis: Extract and analyze skills from resumes
Career Guidance: Get personalized recommendations for job search
Market Research: Understand job market trends and requirements
Resume Enhancement: Identify skill gaps based on job requirements

🔧 Input Parameters

Field	Type	Description
`resume`	String	The resume text to analyze
`location`	String	Preferred job location (default: "Remote")
`jobType`	String	Type of employment (e.g., "full-time", "contract")
`keywords`	String	Additional search keywords
`modelName`	String	LLM model to use (default: "gpt-4")

📊 Output

The actor provides structured JSON output containing:

Summary
- Overview of search results
- Number of matching jobs
- Key insights
Jobs Array (Top 5 matches)
- Job title
- Company name
- Location
- Salary information
- Match score (0-1)
- Application URL
- Employment type
- Job description
Recommendations
- Next steps for the job seeker
- Career development suggestions
- Application strategies

📚 Example Usage

{
    "resume": "Your resume text here...",
    "location": "San Francisco",
    "jobType": "full-time",
    "keywords": "machine learning, python",
    "modelName": "gpt-4"
}

Example output:

{
    "summary": "Found 15 matching jobs in San Francisco area...",
    "jobs": [
        {
            "title": "Senior Data Scientist",
            "company": "Tech Corp",
            "location": "San Francisco, CA",
            "salary": "$150,000 - $200,000",
            "match_score": 0.92,
            "url": "https://..."
        }
    ],
    "recommendations": [
        "Update your ML skills section",
        "Apply within 24 hours of posting",
        "Highlight cloud computing experience"
    ]
}

🛠️ Customization

The actor can be customized by:

Adding new job boards in src/tools.py
Modifying the matching algorithm
Adjusting output format and fields
Customizing search parameters

📈 Performance Features

Efficient parallel job search across platforms
Smart result deduplication
Rate limiting and error handling
Result caching for improved performance
Limited to top 5 most relevant results

💬 Support

📝 License

Apache 2.0

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