Software Library & Framework Statistics in Scotland

Results 1 - 50 of 73
Description
Sort by demand rank 6 months to 11 Feb 2026Rank
6 Months to
Rank
YoY Change
Median
Salary
Median Salary
YoY Change
Historical
Absolute & Relative
Jobs Vacancies
Live
Jobs
SOAP46+83£46,500-33.57%121 4.11%3
REST58+51£43,000-33.84%100 3.40%16
OAuth73+52--75 2.55%3
RESTful88+3£68,750+5.76%60 2.04%14
.NET89-59£60,000+20.00%59 2.01%40
SAML90+42--58 1.97%
Lightning Web Components99---49 1.67%
GraphQL102+21--46 1.56%7
React106-70£65,000+13.04%42 1.43%24
JSON107+19£43,000-6.57%41 1.39%7
HTML108-70£30,500-44.54%40 1.36%32
CSS109-78£30,500-42.18%39 1.33%32
OpenID115+20--33 1.12%
LDAP115---33 1.12%
OAuth2117+14--31 1.05%1
Visualforce121---27 0.92%
XML126+7£47,750+3.17%22 0.75%6
Web Services132-9£43,000-30.88%16 0.54%10
ADO134+1--14 0.48%
OpenAPI137---11 0.37%4
Swagger137-1--11 0.37%3
Kafka139-47£60,000-11.11%9 0.31%11
Next.js139-15£54,797+15.36%9 0.31%2
YAML140-7--8 0.27%4
FIX Protocol140---8 0.27%
Django141-12£73,801+6.48%7 0.24%3
Middleware141-25£85,700+37.12%7 0.24%13
Spring Boot141-35£78,750-1.02%7 0.24%9
React Native141-43£65,000+100.00%7 0.24%4
AngularJS141-68£67,500+22.72%7 0.24%3
Yocto142-4£65,000-6 0.20%4
JSON-LD142---6 0.20%
Node.js142-59£77,415+40.75%6 0.20%8
Oracle Fusion143-16£62,500-23.07%5 0.17%2
Spring143-44£67,500-5.59%5 0.17%10
.NET Framework143-84£52,500+31.25%5 0.17%6
Elastic Stack143-8--5 0.17%1
.NET Core143-84£55,000+54.92%5 0.17%6
Tailwind CSS143-5£30,000-57.74%5 0.17%3
Laravel144-39£60,000+9.09%4 0.14%
Hibernate145-9--3 0.10%
NumPy145-17£37,500-42.30%3 0.10%8
Entity Framework145-41£80,000+100.00%3 0.10%3
scikit-learn145-13£37,500-42.30%3 0.10%8
Hugging Face145-£37,500-3 0.10%7
Streamlit146-8£37,500-37.50%2 0.068%7
AWS CDK146-12--2 0.068%1
Vue146-34£52,250+26.66%2 0.068%3
Pandas146-14£37,500-42.30%2 0.068%9
Matplotlib146-£37,500-2 0.068%6