5 free datasets tagged “professional”. Open any one in Mapstack — no GIS skills, no download.
Bristol higher managerial and professional occupations by ward
Number of persons in NS-SeC higher managerial, administrative and professional occupations, along with total population, by electoral ward.
34 features
London Higher Managerial and Professional Occupations by Ward
Higher managerial, administrative and professional occupations (NS-SeC L1-L3) as a percentage of all usual residents aged 16 years and over by electoral ward in London.
679 features
Bristol Higher managerial and professional occupations by LSOA
Higher managerial, administrative and professional occupations (NS-SEC L1, L2, L3) as a share of all usual residents aged 16+ by LSOA.
268 features
London residents in higher managerial or professional occupations by LAD
Share of usual residents aged 16+ in NS-SEC L1, L2 and L3 (higher managerial, administrative, and professional occupations) versus total residents aged 16+.
33 features
London's Premium Neighborhoods: Space, Wealth, and Heritage
Every one of London's top 10 wards for wealth and space sits within a protected conservation area. Northcote leads the city with a composite score of 98.86, identifying the enclaves where high-income professionals and large family homes intersect.
Report