Unlistedjobs

Project Overview

UnlistedJobs is a job search platform that scrapes job listings directly from company websites, offering job seekers access to positions not typically found on mainstream job sites. The project aims to provide a unique advantage by surfacing jobs that might be missed on traditional platforms like Indeed.

Technical Implementation

The platform is built using:

• React for frontend
• Tailwind CSS for styling
• Selenium for web scraping
• Dynamic filtering capabilities
• Company data sourced from TheCompaniesAPI

Key Features

• Direct company website job scraping
• Advanced search and filter functionality
• Salary range highlighting
• Multiple location and technology job listings
• Emerging job market insights

Community Feedback

Developers and potential users provided constructive feedback, highlighting:

• Desire for more sophisticated filtering
• Interest in job market trend visualizations
• Need for improved search functionality
• Potential for competitive intelligence features

Technical Challenges

The creator acknowledged several technical challenges:

• Managing web scraping without IP banning
• Handling diverse job listing formats
• Creating accurate search and filter mechanisms
• Memory management during large-scale scraping

Potential Monetization

While currently focused on job seekers, potential monetization strategies discussed include:

• Selling competitive intelligence to companies
• Offering premium filtering features
• Exploring API access for job market data

Future Development

Planned improvements include:

• Enhanced search capabilities
• More comprehensive technology tag support
• Location-based job density visualizations
• Potential auto-application features