no code implementations • 22 Dec 2023 • Johann Laux, Fabian Stephany, Alice Liefgreen
Data annotation, encompassing the labelling of images or annotating of texts, serves as a critical human oversight process, as the quality of a dataset directly influences the quality of AI models trained on it.
no code implementations • 19 Dec 2023 • Eugenia Gonzalez Ehlinger, Fabian Stephany
For emerging professions, such as jobs in the field of Artificial Intelligence (AI) or sustainability (green), labour supply does not meet industry demand.
no code implementations • 15 Feb 2023 • Paul X. McCarthy, Xian Gong, Fabian Stephany, Fabian Braesemann, Marian-Andrei Rizoiu, Margaret L. Kern
Startup companies solve many of today's most complex and challenging scientific, technical and social problems, such as the decarbonisation of the economy, air pollution, and the development of novel life-saving vaccines.
no code implementations • 4 Oct 2022 • Fabian Stephany, Ole Teutloff
The model and metrics of our work can inform the policy and practice of digital re-skilling to reduce labour market mismatches.
no code implementations • 30 Aug 2021 • Fabian Braesemann, Fabian Stephany, Ole Teutloff, Otto Kässi, Mark Graham, Vili Lehdonvirta
To make remote work an effective tool for rural development, it needs to be embedded in local skill-building and labour market programmes.
no code implementations • 19 May 2021 • Fabian Stephany, Otto Kässi, Uma Rani, Vili Lehdonvirta
As the market for online freelancing work matures, a high volume of data and new analytical tools allow us to revisit half a decade of online freelance monitoring and extend the index's scope to more dimensions of the global online freelancing market.
no code implementations • 28 Apr 2021 • Fabian Stephany, Hanno Lorenz
The uniqueness of human labour is at question in times of smart technologies.
no code implementations • 23 Mar 2021 • Otto Kässi, Vili Lehdonvirta, Fabian Stephany
An unknown number of people around the world are earning income by working through online labour platforms such as Upwork and Amazon Mechanical Turk.
no code implementations • 22 Oct 2020 • Fabian Stephany
This work examines the economic benefits of learning a new skill from a different domain: cross-skilling.
1 code implementation • 27 Mar 2020 • Fabian Stephany, Niklas Stoehr, Philipp Darius, Leonie Neuhäuser, Ole Teutloff, Fabian Braesemann
This alternative data set can complement more traditional economic indicators in times of the fast-evolving crisis as it allows for a real-time analysis of risk assessments.