Scraping list of UK hospital consultants

I want to come up with a full but de-duped list of consultants from 6 possible hospitals.
These may come from the hospital website itself or from an aggregated website.
Ideally it would include consultant name, specialty, and hospital(s) worked at..
The issue is that consultants work at more than one hospital, hence the need to de-dupe to get a net figure for the group of hospitals.
This would also give an indication of the number of consultants per specialty

https://www.hcahealthcare.co.uk/finder/search?sortType=relevance&practice=the-harley-street-clinic-3&lat=51.5072178&lon=-0.1275862&distance=700&limit=12
https://www.finder.bupa.co.uk/Consultant/search/?hospitalSwiftId=WVMvK2puS0RqRWRoa1pYSnFQWEhpdz09&giottoFormFlag_consultant=1&qk=