Technologies, trends and theories:
knowledge at the cutting edge.

Our knowledge base contains information, interesting facts and selected articles on the latest trends and current developments on global labor markets and in the world of semantic technologies relating to human resources and recruitment, occupation (big) data and ontologies / knowledge graphs, job classifications, CV parsing, skills and job matching and much more.

The world’s most homogeneous society is opening new doors

Japanese society, one of the world’s oldest and most homogeneous, is about to change. In December 2018, Japan’s parliament passed an immigration bill that is intended to boost the economy and to tackle the country’s labor shortage.
More precisely, the law is designed to attract foreign “semiskilled workers.” These workers are to be employed in various industries, among others, construction, the hotel industry, agriculture and nursing care; in the latter case, shortages are most acute. Despite some protests from oppositional parties,  » Read more about: The world’s most homogeneous society is opening new doors  »

Ontology and taxonomy – stop comparing things that are incomparable

To many people, the word ‘ontology’ might sound abstract. It has its origin in Tim Berners-Lee’s dream of inventing the World Wide Web. This dream included the Web becoming capable of defining a so-called ‘Semantic Web’ by analyzing all Web data, including content, links and computer-person transaction. In the Semantic Web, the Resource Description Framework (RDF) and Web Ontology Language (OWL) have been established as standard formats for sharing and integrating both data and knowledge—the latter in the form of rich conceptual schemes called ontologies.  » Read more about: Ontology and taxonomy – stop comparing things that are incomparable  »

The Silver Workforce

In Japan, one person in five is 70 or older. According to last year’s data of the Internal Affairs and Communications Ministry, 26.48 million people are 70 or older, which accounts for 20.7% of the total population [1]. If you go to Japan, you will see many senior citizens still working in the shops or running around the streets in suits. There, the term “elderly” has been redefined. In fact, a group of academic societies suggested only considering people “elderly” as of age 75 and people from age 65 to 74 as “semi-elderly” who can actively contribute to society [2].  » Read more about: The Silver Workforce  »

Switzerland 2030: The risks and opportunities of digitization

Due to digitization, jobs will disappear. This is old news to our ears. Yet, the predicted consequences made by the first comprehensive study on the effects of digitization by 2030 are devastating: In Switzerland alone at least 1 million jobs are said to disappear, which is a frightening figure for a population of about 9 million people. In fact, McKinsey & Company find that almost entire industries are affected – but they also anticipate that digitization enhances productivity and creates new jobs.  » Read more about: Switzerland 2030: The risks and opportunities of digitization  »

We need to re-think the CV

Skimming over CVs (resumes, in the US) is an important part of HR managers’ job, but it can be a tedious task: at times, there is a need to go through thousands of documents in order to find the right candidate. Thanks to recent technological developments, today software can save HR the effort by recommending only the best matches between the contents of CVs and job ads. Although interpersonal aspects—for example, whether a candidate fits in with the company culture—still have to be considered by human judgement during interviews,  » Read more about: We need to re-think the CV  »