Revolutionize Your Career: API-Driven Job Matching Explained!
summary
An open-source API links Swedish education records to occupations by extracting competences and job titles from historical job ads (2016–2022) and matching them to SUSAhub entries; the system indexes data in OpenSearch and exposes a REST API built with Python Scrapy + Flask, an Angular demo, and container deployment. It ingests ~200,000+ educations, returns up to 10 ranked occupations per query, reports ~220,569 education indications, and the live demo shows plausible, usable matches via the JobAd enrichment pipeline.
AI-written summary · about
chapters (10)
- 0:00Start
- 0:03Introduction to JobAdConnect
- 1:29Development Reasons Behind JobAdConnect
- 7:11Generating Occupation Data Techniques
- 11:15JobAdConnect: The Open Source Journey
- 12:35JobAdConnect Live Demonstration
- 18:12Education to Occupation Matching Process
- 21:08Occupation to Education Matching Insights
- 24:14Exploring the JobAdConnect API
- 26:04JobAdConnect Summary Overview
related talks
29mPrivate Sector API Codesign PART II – Patrick Amarelis
26mFrom project to reality let's explore some API
20mBefore and after: Why did Sveriges Radio think we needed an open API
21mAPI's - a Part Of the Creative Pallet
13mAPIs in the public transport industry — what's next?
23mAn Operating Model for API Platforms
35mApidays Virtual Helsinki - Monica Posada Sanchez, Mark Boyd, Lorenzino Vaccari, European Commission
24mAPI as the powerful EA lighthouse for a Composable Information System.