About The Client
JobScrapper is an AI-powered job recommendation platform developed by KISWorks. It automates job discovery by intelligently parsing CVs, matching candidates with relevant opportunities based on skills and location preferences, and delivering personalized recommendations directly to their inbox.
Key Features
- Automated Profile Creation
- AI Job Matching
- Job Scraping & Aggregation
- Daily Job Alerts
Challenge
Exhaustive Manual Search
Candidates spend hours daily browsing multiple job boards with no guarantee of finding relevant positions. Repetitive data entry and high application demands create an unsustainable workload for job seekers.
Information Fragmentation
Job listings are scattered across thousands of websites, job boards, and career pages. Duplicate listings create confusion, while outdated postings lead candidates to make futile applications.
Inefficient Candidate Matching
Traditional job platforms rely on simple keyword searches rather than understanding CV context, soft skills, or transferable qualifications, resulting in mismatched recommendations.
Solution
CV Parsing & Automated Profile Creation
Utilized NLP and machine learning algorithms to automatically parse candidate CVs in all formats (PDF, Word, images) with 92–96% precision. System recognizes semantic relationships, synonyms, and implied qualifications.
Multi-Dimensional AI Matching & Scraping
Monitors thousands of job boards and career pages daily, capturing positions across mainstream and specialized sites. Evaluates skills, location, and qualifications to generate real-time compatibility scores.
Personalized Email Recommendations
Delivers tailored daily job alerts straight to candidate inboxes, featuring direct application links, key job details, and mobile-friendly formatting to eliminate manual searching.
Technology Stack
Built with cutting-edge technologies to deliver exceptional performance and scalability
Frontend
- HTML5
- CSS3
- Bootstrap
Backend
- Python / Machine Learning
- Django
- N8N
APIs & Integrations
- Google APIs
- Web Scraping APIs
- Google SERP API
- Email Automation
Result
Substantial Time Savings
Eliminated 10–15 hours per week of manual job searching and reduced time-to-apply for relevant positions by 60–70%.
Higher Match Quality & Response Rates
Skills-based matching identified 40% more relevant opportunities, boosting application relevance by 25% and resulting in 30–35% higher response rates from employers.
Enhanced Candidate Experience
Achieved an 80% reduction in job search fatigue through automated daily email alerts and comprehensive market coverage.

