Software Library & Framework Statistics in Edinburgh

Results 1 - 50 of 69
Permanent Job Market Index
DescriptionSort by demand rank 6 months to 3 May 2026Rank
6 Months to
Rank
YoY Change
Median
Salary
Median Salary
YoY Change
Historical
Absolute & Relative
Jobs Vacancies
Live
Jobs
.NET42Up 19 places+19£60,000-7.69%43 3.60%10
SOAP54Up 36 places+36--31 2.60%
REST58Up 10 places+10£50,000-13.04%27 2.26%5
RESTful58Down -2 places-2£62,500-10.71%27 2.26%3
OAuth59Up 15 places+15--26 2.18%
JSON64Up 16 places+16£72,500+2.60%21 1.76%1
Lightning Web Components69New entry---16 1.34%
OAuth269Up 17 places+17--16 1.34%
React70Down -35 places-35£68,750+2.61%15 1.26%14
HTML70Down -18 places-18£30,500-49.16%15 1.26%7
CSS70Down -27 places-27£30,500-56.42%15 1.26%8
SAML75Up 4 places+4--10 0.84%
GraphQL75Up 7 places+7--10 0.84%1
XML76Up 14 places+14£72,500+39.59%9 0.75%2
FIX Protocol77New entry---8 0.67%
OpenAPI77New entry---8 0.67%
YAML77New entry---8 0.67%4
ADO77Up 14 places+14--8 0.67%
Swagger77Up 13 places+13--8 0.67%
NumPy79Up 12 places+12£37,500-6 0.50%1
scikit-learn79Up 11 places+11£37,500-6 0.50%1
Web Services79Up 6 places+6£45,000-30.76%6 0.50%
Matplotlib80New entry-£37,500-5 0.42%
Next.js80Up 6 places+6£70,000-3.44%5 0.42%
Hugging Face80New entry-£37,500-5 0.42%2
Streamlit80New entry-£37,500-5 0.42%
Pandas80Up 12 places+12£37,500-5 0.42%3
.NET Framework80Up 5 places+5£40,000-50.00%5 0.42%7
JSON-LD81New entry---4 0.34%
Entity Framework81Up 8 places+8£58,750-30.88%4 0.34%1
Node.js81Down -15 places-15£80,000+45.45%4 0.34%4
Kafka81Down -8 places-8£90,000+33.33%4 0.34%
AngularJS81Down -12 places-12£58,750+6.81%4 0.34%2
.NET Core81Down -2 places-2£58,750-9.61%4 0.34%4
React Native82No change0--3 0.25%1
Microsoft Graph83New entry-£50,000-2 0.17%2
Vue83Up 7 places+7£37,250-2 0.17%3
Laravel83Down -3 places-3£60,000-2 0.17%1
Django83New entry-£80,000-2 0.17%4
Great Expectations83New entry-£50,000-2 0.17%
ASP.NET MVC83Up 5 places+5£37,250-53.43%2 0.17%1
ASP.NET83Down -1 place-1£37,250-32.27%2 0.17%4
OpenID83Down -4 places-4--2 0.17%1
Swing83New entry-£30,000-2 0.17%
LDAP83Up 8 places+8--2 0.17%
TensorFlow84Up 6 places+6£100,000-1 0.084%1
PySpark84Down -2 places-2£115,000+48.18%1 0.084%6
Retrofit84New entry-£62,500-1 0.084%
iOS SDK84Up 8 places+8£62,500-1 0.084%1
WPF84Up 8 places+8£57,500+15.00%1 0.084%2