Project Summary¶
High-level overview of the JobsIntelligence project for management and business stakeholders.
What This Project Does¶
JobsIntelligence is an automated data pipeline that continuously collects, processes, and stores job market data from Austrian job boards. It gives Interconnection Consulting structured, queryable intelligence on the Austrian job market — positions, companies, locations, employment types, and salary indicators — updated on a regular schedule.
Progress to Date¶
Automated Data Collection¶
Built a fully automated scraping system that collects job listings from Austrian job portals without manual intervention. The system handles large volumes of listings efficiently using asynchronous processing.
Structured Data Storage¶
All collected data is stored in a normalized relational database, making it easy to query, filter, and analyze by position, company, location, or time period.
Duplicate Prevention¶
Implemented a deduplication system that prevents the same job listing from being stored multiple times, keeping the data clean and the database lean.
Processing Pipeline¶
Built a multi-stage processing pipeline that takes raw scraped data and progressively enriches it — extracting company names, locations, employment details, and job descriptions into structured fields.
Scalable Architecture¶
The pipeline is built on a decoupled, stage-based architecture. Each stage operates independently, making the system easy to extend, debug, and scale without breaking existing functionality.
Technical Documentation¶
Created comprehensive technical documentation covering system architecture, data flow diagrams, database schema, and class diagrams — hosted as a browsable website.
Current Status¶
The core pipeline is functional and collecting data. Detail enrichment and real-time incremental scraping are in active development.
| Capability | Status |
|---|---|
| Full refresh data collection | ✅ Complete |
| Data storage and deduplication | ✅ Complete |
| Payload processing | ✅ Complete |
| Detail enrichment | 🟠 In Progress |
| Real-time incremental scraping | 🔴 Planned |
| Analytics and reporting layer | 🔴 Planned |
Next Milestones¶
- Complete detail enrichment to capture full job descriptions and additional metadata
- Add real-time incremental scraping to keep data fresh throughout the day
- Expand to Slovak job market data
- Build analytics layer for market intelligence reports