v2.0.1 (January 2021)

Small adjustments over v.2.0.0:

• Added technical appendix document for the crowdsourcing study
• Minor adjustments of the README text

v2.0.0 (January 2021)

Codebase and job transitions data

With this release, we publish project codebase and full job transitions data:

• Project codebase: Python code for generating career transition recommendations and replicating analyses from the report
• Crowdsourced transition feasibility ratings: Results from our study of validating the transition recommendations using a crowdsourcing platform
• Curated job transitions: A set of transitions recommended by our algorithm and validated using the crowdsourced feasibility ratings

v1.0.0 (November 2020)

Supplementary online data of the project report

With this release, we publish supplementary data that is supporting the report Mapping Career Causeways: Supporting workers at risk. The supplementary data is organised into several folders corresponding to the different parts of the report:

• Crosswalk between O*NET and ESCO occupations:
  A mapping from the US O*NET framework to EU ESCO, together with the code used in developing the crosswalk.
• Automation risk estimates:
  Results related to task automation of 1627 ESCO occupations.
• Demographic analysis:
  Data on at-risk workers in the UK, Italy and France.
• Results on job transitions and skills analysis: The number of safe and desirable transitions for 1627 ESCO occupations, and the effectiveness of core skills in uncovering new transitions.
• Skills-based sectors: Breakdown of data-driven groups of related ESCO occupations that share similar job requirements and work characteristics