Moreton Bay Job Listings
Description of Use
Depending on availability, we would scrape or directly source job listing datasets like this one from the Moreton Bay Jobs website, to collect descriptions of jobs and job requirements, in order to do a similarity comparison to subsets of skills in the Australian Skills Classification.
Data Set
Course Seeker Website
Description of Use
Based on availability of the source data, we would scrape or directly source a dataset containing course descriptions linked to courses on the course seeker website. The sourced data would be used for text similarity matching to the Australian Skills Classification, using the Skills-2-Vec library.
Data Set
Skill-2-vec Dataset
Description of Use
This would be used to train a model that is able to compare and identify similarities between bodies of text in job adds or course descriptions, and a unique body of text created by the summaries of desired skills in the Australian Skills Classification
Data Set
Australian Skills Classification
Description of Use
We uploaded core attributes and mappings within the Skills Classification to a Neo4j graph database in order to calculate most popular destination jobs based on presence of linked paths between tasks, clusters and families.
Data Set