Software Library & Framework Statistics in Scotland

Results 1 - 50 of 91
Permanent Job Market Index
DescriptionSort by demand rank 6 months to 28 Apr 2026Rank
6 Months to
Rank
YoY Change
Median
Salary
Median Salary
YoY Change
Historical
Absolute & Relative
Jobs Vacancies
Live
Jobs
SOAP57Up 60 places+60£50,000-13.04%98 2.90%2
REST58Up 32 places+32£50,000-13.04%97 2.87%11
.NET82Down -40 places-40£60,000+20.00%63 1.87%17
OAuth87Up 16 places+16£58,565-38.11%58 1.72%2
Lightning Web Components93New entry-£50,000-50 1.48%1
GraphQL100Up 11 places+11--43 1.27%3
React104Down -66 places-66£60,000-5.88%39 1.16%21
SAML104Up 5 places+5--39 1.16%
Visualforce111New entry---32 0.95%
OpenID112Down -3 places-3--31 0.92%
LDAP112Up 9 places+9--31 0.92%
RESTful113Down -36 places-36£58,565-16.33%30 0.89%5
JSON119Down -12 places-12£72,500+52.44%24 0.71%1
HTML120Down -78 places-78£30,500-44.54%23 0.68%14
CSS120Down -84 places-84£30,500-49.16%23 0.68%16
OAuth2125Down -11 places-11£58,565-29.12%18 0.53%2
Yocto129Down -10 places-10£65,000-14 0.41%
AWS CDK132Down -11 places-11£60,000-4.00%11 0.33%3
React Native132Down -39 places-39£62,500+92.30%11 0.33%2
Node.js132Down -39 places-39£60,000+9.09%11 0.33%6
Web Services132Down -21 places-21£45,000-30.76%11 0.33%4
OpenAPI134New entry---9 0.27%
Swagger134Down -14 places-14--9 0.27%
ADO134Down -13 places-13--9 0.27%
XML134Down -17 places-17£72,500+52.44%9 0.27%3
YAML134New entry---9 0.27%3
FIX Protocol135New entry---8 0.24%2
NumPy136Down -15 places-15£37,500-7 0.21%3
Kafka136Down -49 places-49£65,000-7 0.21%7
Pandas137Down -15 places-15£37,500-6 0.18%4
scikit-learn137Down -18 places-18£37,500-46.42%6 0.18%3
Hugging Face137New entry-£37,500-6 0.18%5
Spring137Down -57 places-57£72,500-8.88%6 0.18%6
Next.js137Down -23 places-23£70,000+7.69%6 0.18%
.NET Framework138Down -57 places-57£40,000-15.78%5 0.15%5
.NET Core138Down -52 places-52£55,000+46.66%5 0.15%5
Streamlit138New entry-£37,500-5 0.15%2
Matplotlib138New entry-£37,500-5 0.15%2
AngularJS138Down -54 places-54£67,500+22.72%5 0.15%3
JSON-LD138New entry---5 0.15%
Tailwind CSS138Down -18 places-18£30,000-45.94%5 0.15%2
Spring Boot139Down -55 places-55£65,000-18.75%4 0.12%5
LangChain139Down -17 places-17--4 0.12%5
Entity Framework139Down -30 places-30£58,750+42.42%4 0.12%
Vue139Down -23 places-23£43,750-33.96%4 0.12%5
Semantic Kernel140New entry---3 0.089%1
Laravel140Down -35 places-35£60,000+4.34%3 0.089%1
ASP.NET140Down -36 places-36£37,500-30.55%3 0.089%2
Oracle Fusion140Down -18 places-18£68,750-14.06%3 0.089%1
Elastic Stack141Down -23 places-23--2 0.059%