Software Library & Framework Statistics in Liverpool

Description	Rank 6 Months to 17 Mar 2026	Rank YoY Change	Median Salary	Median Salary YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
CSS	42	-32	£30,500	-6.15%	19 3.06%	5
HTML	42	-32	£30,500	-6.15%	19 3.06%	6
.NET	54	-28	£55,000	-4.34%	7 1.13%	4
scikit-learn	54	-	£37,500	-	7 1.13%	1
Hugging Face	55	-	£37,500	-	6 0.97%	1
Streamlit	55	-	£37,500	-	6 0.97%	1
Pandas	55	-	£37,500	-	6 0.97%	2
Matplotlib	55	-	£37,500	-	6 0.97%	1
NumPy	55	-	£37,500	-	6 0.97%	1
REST	57	-21	£50,000	-9.09%	4 0.64%	1
React	57	-27	£66,250	+15.21%	4 0.64%	1
Next.js	57	-13	£77,500	+55.00%	4 0.64%	1
Loki	59	-	£77,500	-	2 0.32%
.NET Framework	59	-17	£77,500	+34.78%	2 0.32%
RabbitMQ	59	-16	£77,500	+3.33%	2 0.32%
Entity Framework	59	-15	£77,500	+34.78%	2 0.32%	1
Node.js	59	-15	£65,000	+30.00%	2 0.32%	1
Laravel	59	-15	£50,000	+61.29%	2 0.32%
MassTransit	59	-16	£77,500	+3.33%	2 0.32%
Web Services	60	-17	£55,000	+24.29%	1 0.16%
EDI	60	-	-	-	1 0.16%	1
Middleware	60	-	£75,000	-	1 0.16%
JSON	60	-21	£75,000	+30.43%	1 0.16%	1
Symfony	60	-17	£45,000	+39.53%	1 0.16%
Oracle Fusion	60	-	£70,000	-	1 0.16%
RESTful	60	-26	£55,000	-4.34%	1 0.16%	1
Sass	60	-	£55,000	-	1 0.16%
PostGIS	60	-	£75,000	-	1 0.16%
Leaflet	60	-	£75,000	-	1 0.16%
TensorFlow	60	-	£125,000	-	1 0.16%
GraphQL	60	-	£55,000	-	1 0.16%
OpenLayers	60	-	£75,000	-	1 0.16%
XGBoost	60	-	£125,000	-	1 0.16%
WebAssembly	60	-	£56,000	-	1 0.16%
PyTorch	60	-	£125,000	-	1 0.16%
Blazor	60	-17	£56,000	+23.07%	1 0.16%