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Internship Digital Marketer
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Marketing Executive
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
MARKETING STAFF
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Sales representations
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Marketing & Business Development Executive
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
MARKETING ASSISTANT (SELANGOR)
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Sales and Marketing Snr. Executive
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
marketing trainee
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
MARKETING EXECUTIVE IN PENANG
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
MARKETING MANAGER SECRETARY
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Business Studies / Marketing
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
MARKETING ASSISTANT
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Internship (Marketing)
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
AKLA Apprentice - Marketing
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Marketing Assistant Manager
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Fashion Executive
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Marketing officer for Resort
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Marketer
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
M&P Executive / Officer
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
marketing internship practical
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Marketing (Livestream)
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Marketing Admin Assistant
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Marketing cum Merchandising Executive
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Intern (Marketing)
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Apprentice Corporate Marketing - RM1000* | FOC Monthly Activ
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
IT AND MARKETING
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Student Recruitment Officer (Marketing)
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Admin Support (Marketing & Trading)
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Photography / Video Editing
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
ASSISTANT MARKETING MANAGER
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Marketing Apprenticeship
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Digital Marketing/Social Media Executive
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Online and Offline Marketing Executive
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Marketing Communication Assistant Manager
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Digital Marketing assistant
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Marketing Supervisor
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
MARKETING & ADMIN CLERK
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Influencer Media Sosial
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Apprentice For Marketing - RM1000* | FOC Monthly Activities
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Sale & Marketing
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Internship
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Digital Executive Marketing
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Marketing (Trainee)
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Marketing Officer/Executive
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Assistant Marketers - Real Estate
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Assistant Marketing Officer / Life Planner-Elite
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Real Estate Start Up Programme
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
MARKETING TRAINEES
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Sales Marketing di Hong Li Mobile Accessories, Paka Trg
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Assistant Manager / Senior Executive, Sales Admin
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Marketing Assistant (Cason Group)
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Marketing & Digital Content Intern
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Field Sales & Marketing
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Marketing assistant
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
SALES EXECUTIVE
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Brand Marketing (CTDP Internship)
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Marketing / IT
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Maintenance and Marketing Associate
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
MARKETING ASSITANT
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
INTERNSHIP OTA/MARKETING
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Sale Manager
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
IPOH Real Estate Start Up Programme!
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Business & Marketing
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Marketing Trader
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
MARKETING & SALES EXECUTIVE ( BASED IN JB )
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Junior Marketing
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Marketing - Executive
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Marketing / IT Executive
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Apprentice Marketing
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Markerting
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
MARKETING EXECUTIVE ( LAVENDER )
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
E - Commerce / Digital Marketing Executive
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Marketing Trainee
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Social Media Executive cum Graphic Design
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Real Estate Property Start Up Programme【MCO3.0 房地产创业金】
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Assistant Marketing Manager
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
MARKETING CUM ADMIN ASSISTANT
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Management Trainee - Brand Executive
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Intern / Trainee (Digital Marketing & E-Commerce)
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Indoor Marketing Executive
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Sales Representative (frozen food)
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Market Research Analyst
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
AMS APPRENTICE - Marketing
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Trainer in Business Accounting and Marketing
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Online marketing executive (Fashion)
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
EXECUTIVE MARKETING
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Marketing/ Communication Executive
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Internship - Marketing
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
MARKETING INTERN
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Marketing Support Executive (DV 41)
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
SALES Executive
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Tele Marketing (Commission Provided)
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
EXECUTIVE, MARKETING & COMMUNICATION
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Contract - Marketing Assistant
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
EXECUTIVE – MARKETING & COMMUNICATIONS
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Senior marketing executive
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Social Marketing
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Marketing and Content Assistant (intern/Apprentice)
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Merchandiser & promoter
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
Marketing Assistance
marketing assistant
http://data.europa.eu/esco/occupation/47e81c7f-2d04-4a60-a8ff-9913c36d8344
End of preview. Expand in Data Studio

JobBERT evaluation dataset 💾

This is the official repository containing the evaluation data that was used for the JobBERT paper. This dataset is a list of vacancy titles, each tagged with an ESCO (v1.0.5) occupation. The full dataset is split into two files in a stratified way by class distribution. This data was automatically collected from a large governmental job board.

Access the JobBERT paper here: https://arxiv.org/abs/2109.09605

BibTeX Citation

If you use this dataset in a scientific publication, we would appreciate using the following citation:

@inproceedings{8720079,
  author       = {{Decorte, Jens-Joris and Van Hautte, Jeroen and Demeester, Thomas and Develder, Chris}},
  booktitle    = {{FEAST, ECML-PKDD 2021 Workshop, Proceedings}},
  language     = {{eng}},
  location     = {{Online}},
  pages        = {{9}},
  title        = {{JobBERT : understanding job titles through skills}},
  url          = {{https://feast-ecmlpkdd.github.io/papers/FEAST2021_paper_6.pdf}},
  year         = {{2021}},
}
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