Database & Business Intelligence Statistics in Scotland

Description	Rank 6 Months to 8 Mar 2026	Rank YoY Change	Median Salary	Median Salary YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Power BI	52	+10	£47,500	+6.74%	110 3.64%	34
Tableau	66	+35	£40,000	-23.07%	84 2.78%	17
Data Warehouse	105	-17	£102,500	+70.83%	43 1.42%	12
SQL Server	122	-81	£37,500	-22.42%	26 0.86%	28
Metadata	127	+7	£60,000	-	21 0.69%	7
Data Mining	133	0	£40,000	-11.11%	15 0.50%	16
PostgreSQL	133	-32	£73,801	+22.49%	15 0.50%	13
Azure SQL Database	133	-25	£27,500	-42.10%	15 0.50%	6
Snowflake Schema	135	-	£72,500	-	13 0.43%	1
Oracle BI Publisher	136	+1	£55,000	-50.00%	12 0.40%
Essbase	138	-	-	-	10 0.33%
Elasticsearch	138	-15	£73,801	+6.48%	10 0.33%	1
Data Lake	140	-6	-	-	8 0.26%	10
Amazon RDS	140	-10	£73,801	+28.34%	8 0.26%	2
Relational Database	141	-30	£26,000	-61.48%	7 0.23%	5
DB2	142	-12	-	-	6 0.20%	5
GIS	142	-4	£75,000	-	6 0.20%	3
Amazon Redshift	143	-7	-	-	5 0.17%
NoSQL	144	-33	£102,500	+70.83%	4 0.13%	5
SQL Server Integration Services	144	-26	-	-	4 0.13%
Oracle Reports	144	-24	£63,750	-15.00%	4 0.13%	1
Azure SQL Data Warehouse	144	-6	-	-	4 0.13%	1
Redis	144	-7	£73,801	+6.48%	4 0.13%	2
MongoDB	145	-27	£61,250	-	3 0.099%	2
Data Vault	146	-12	-	-	2 0.066%	1
SQL Server Reporting Services	146	-43	-	-	2 0.066%
Oracle BI EE	146	-	£63,750	-	2 0.066%	1
MySQL	146	-43	£65,000	+18.18%	2 0.066%	5
DTS	146	-	£75,000	-	2 0.066%	1
Star Schema	147	-	£72,500	-	1 0.033%	2
Big Data	147	-38	£100,000	+166.66%	1 0.033%	3
DynamoDB	147	-20	-	-	1 0.033%
IBM InfoSphere	147	-10	-	-	1 0.033%
Oracle ODI	147	-9	£72,500	-3.33%	1 0.033%	1
BigQuery	147	-17	-	-	1 0.033%	4