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REQUIREMENT

Data, Databases and Middleware

Which UK occupations mentioned this most often in their online job adverts in 2025 so far, as a share of each occupation's own adverts.

Occupations that mention it most

Share of each occupation's online job adverts mentioning Data, Databases and Middleware, 2025
Occupation Share of its adverts All adverts
Programmers and software development professionals 3.8% 0.2%
Aircraft pilots and air traffic controllers 3.8% 0.2%
IT business analysts, architects and systems designers 1.5% 0.2%
Database administrators and web content technicians 1.2% 0.2%
Archivists, conservators and curators 1.0% 0.2%
Information technology professionals n.e.c. 0.9% 0.2%
IT network professionals 0.8% 0.2%
Mechanical engineers 0.8% 0.2%
Typists and related keyboard occupations 0.7% 0.2%
Newspaper, periodical and broadcast editors 0.6% 0.2%
Information technology directors 0.6% 0.2%
Sales supervisors - retail and wholesale 0.5% 0.2%
Telephonists 0.5% 0.2%
Vehicle body builders and repairers 0.5% 0.2%
Print finishing and binding workers 0.4% 0.2%
Aircraft maintenance and related trades 0.4% 0.2%
Fitness and wellbeing instructors 0.4% 0.2%
Architects 0.4% 0.2%
Actuaries, economists and statisticians 0.4% 0.2%
Electronics engineers 0.4% 0.2%

The share of new online job adverts mentioning this requirement, not a count.

More about this figure

The taxonomy is Textkernel's SCO, which is not SOC. These are the share of each occupation's adverts in 2025 that mentioned this requirement. A share is not a count of jobs and not a measure of demand: an occupation can appear here because it names this requirement consistently, not because it is hiring. 2025 is not yet covered in full.