Software Library & Framework Statistics in Scotland

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There is a choice between 3 and 6 months to 26 October 2026 with year-over-year comparisons.

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Results 1 - 50 of 102

Permanent Job Market Index
Description	Rank 6 Months to 26 Oct 2026	Rank YoY Change	Median Salary	Median Salary YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
.NET	67	Up 55 places+55	£57,722	-10.50%	83 1.91%	15
React	80	Down 32 places-32	£55,000	-18.51%	66 1.52%	17
Terraform	110	Down 53 places-53	£62,000	-11.52%	34 0.78%	24
REST	121	Down 29 places-29	£75,000	+53.84%	23 0.53%	6
Spring	128	Down 88 places-88	£60,500	-15.08%	16 0.37%	10
RESTful	128	Down 36 places-36	£55,000	-31.25%	16 0.37%	3
Kafka	130	Down 78 places-78	£50,000	-16.66%	14 0.32%	8
Next.js	130	Up 19 places+19	£75,000	-3.22%	14 0.32%	3
Spring Boot	130	Down 73 places-73	£60,500	-19.33%	14 0.32%	8
ASP.NET	131	Up 19 places+19	£55,000	-9.46%	13 0.30%	1
Django	131	Up 12 places+12	£45,000	-39.02%	13 0.30%	2
.NET Core	132	Up 10 places+10	£55,000	-14.72%	12 0.28%	1
.NET Framework	133	Up 14 places+14	£45,000	-14.28%	11 0.25%	1
HTML	134	Down 59 places-59	£37,500	+22.95%	10 0.23%	8
Blazor	134	Up 9 places+9	£55,000	-31.25%	10 0.23%
ASP.NET Core	134	New entry-	£55,000	-	10 0.23%
Jakarta EE	135	Up 11 places+11	£75,000	-3.22%	9 0.21%
CSS	135	Down 55 places-55	£37,500	+22.95%	9 0.21%	8
JSP	135	New entry-	£75,000	-	9 0.21%
SOAP	135	Down 32 places-32	£85,000	+70.00%	9 0.21%
Middleware	135	Up 4 places+4	£56,006	-34.64%	9 0.21%	6
LDAP	136	Up 14 places+14	£85,000	-	8 0.18%
Oracle Fusion	136	Up 9 places+9	£72,500	+16.00%	8 0.18%	1
Node.js	136	Up 13 places+13	£100,000	+33.63%	8 0.18%
JPA	137	Down 40 places-40	-	-	7 0.16%
Unreal Engine	137	New entry-	£75,000	-	7 0.16%	2
ML.NET	137	New entry-	£55,000	-	7 0.16%
Hibernate	137	Down 43 places-43	-	-	7 0.16%	1
PySpark	137	Up 1 place+1	£70,500	-	7 0.16%
HTML5	138	Up 13 places+13	-	-	6 0.14%	3
XML	139	Down 4 places-4	£63,750	+27.50%	5 0.12%	1
XSLT	139	New entry-	£63,750	-	5 0.12%
SAML	139	Down 17 places-17	£85,000	-	5 0.12%
OpenID	139	Down 1 place-1	£85,000	-	5 0.12%	1
LangChain	139	Up 11 places+11	£57,500	-	5 0.12%	4
LangGraph	139	Up 12 places+12	£57,500	-	5 0.12%	2
CrewAI	139	New entry-	£57,500	-	5 0.12%	2
ADO	140	Up 6 places+6	£50,326	-22.57%	4 0.092%	4
Flash	140	New entry-	£44,000	-	4 0.092%
OAuth	140	Down 18 places-18	£85,000	-	4 0.092%	1
Apache Avro	140	New entry-	-	-	4 0.092%
Vue	140	Up 4 places+4	£39,000	-38.82%	4 0.092%	2
PyTorch	140	Up 10 places+10	-	-	4 0.092%	1
ASP.NET Web API	140	Up 10 places+10	£47,500	-14.79%	4 0.092%
OpenTelemetry	140	Up 10 places+10	£72,500	-	4 0.092%	2
JSON	140	Down 10 places-10	-	-	4 0.092%	2
GraphQL	140	Up 8 places+8	-	-	4 0.092%
Hugging Face	140	Up 10 places+10	-	-	4 0.092%	3
CSS3	140	New entry-	-	-	4 0.092%	1
Microsoft Graph	141	Up 10 places+10	£54,388	-16.32%	3 0.069%