This content originally appeared on DEV Community and was authored by Jeffrey Leavitt
This is a submission for the Agent.ai Challenge: Productivity-Pro Agent (See Details)
What I Built
I built an agent that allows you to compare a job description to your LinkedIn Profile. It then parses the two and makes quantitative comparisons between the two. It then grades you on four different variables, and outputs a weighted overall score. The score is between 0 and 100. The closer the score is to 100, the more compatible your work experience is with the job description.
The Agent also gives you 3 recommendations for how you could improve that particular score.
Demo
https://agent.ai/agent/job_compatibility
AI Agent that helps you to compare your LinkedIn profile to a Job Description. pic.twitter.com/ylCnALN6f5
— TheRealJeffreyLeavitt (@RealLeavitt) January 26, 2025
Agent.ai Experience
It was a lot of fun. However, I was a bit frustrated with the LLM connections. I could get my personal instance of ChatGPT 4o to look at a URL of a job description and then parse the job description directly. However, in Agent.ai, it did not matter which model of ChatGPT I used, it kept responding that it can't check external URLs. So the only solution was to have the user copy and paste the job description, which is a deteriorated user experience.
No team. Individual submission.
This content originally appeared on DEV Community and was authored by Jeffrey Leavitt

Jeffrey Leavitt | Sciencx (2025-01-26T02:34:41+00:00) Job Compatibility Analyzer – Never Again Waste Your Time Applying for a Job You Aren’t Qualified for. Retrieved from https://www.scien.cx/2025/01/26/job-compatibility-analyzer-never-again-waste-your-time-applying-for-a-job-you-arent-qualified-for/
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