Database & Business Intelligence Statistics in Scotland

Description	Rank 6 Months to 7 Mar 2026	Rank YoY Change	Median Salary	Median Salary YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Power BI	53	+7	£47,500	+6.74%	110 3.63%	33
Tableau	67	+32	£40,000	-23.07%	84 2.77%	17
Data Warehouse	105	-21	£102,500	+78.26%	43 1.42%	12
SQL Server	122	-83	£37,500	-22.68%	26 0.86%	22
Metadata	127	+4	£60,000	-	21 0.69%	7
Azure SQL Database	132	-34	£27,750	-38.33%	16 0.53%	6
Data Mining	133	-3	£40,000	-11.11%	15 0.50%	16
PostgreSQL	133	-36	£73,801	+27.24%	15 0.50%	15
Oracle BI Publisher	135	-1	£53,750	-51.13%	13 0.43%
Snowflake Schema	135	-	£72,500	-	13 0.43%	1
Essbase	138	-	-	-	10 0.33%
Elasticsearch	138	-20	£73,801	+6.48%	10 0.33%	1
Data Lake	140	-9	-	-	8 0.26%	10
Amazon RDS	140	-14	£73,801	+16.39%	8 0.26%	2
Relational Database	141	-33	£26,000	-54.78%	7 0.23%	4
DB2	142	-15	-	-	6 0.20%	5
GIS	142	-7	£75,000	-	6 0.20%	4
Amazon Redshift	143	-10	-	-	5 0.17%
Oracle Reports	143	-26	£55,000	-26.66%	5 0.17%	1
NoSQL	144	-36	£102,500	+74.55%	4 0.13%	5
SQL Server Integration Services	144	-30	-	-	4 0.13%
Azure SQL Data Warehouse	144	-9	-	-	4 0.13%	1
Redis	144	-10	£73,801	+6.48%	4 0.13%	2
Oracle BI EE	145	-	£55,000	-	3 0.099%	1
MongoDB	145	-30	£61,250	-	3 0.099%	2
Data Vault	146	-15	-	-	2 0.066%	1
SQL Server Reporting Services	146	-48	-	-	2 0.066%
MySQL	146	-47	£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	-41	£100,000	+166.66%	1 0.033%	3
DynamoDB	147	-23	-	-	1 0.033%
IBM InfoSphere	147	-13	-	-	1 0.033%
Oracle ODI	147	-12	£72,500	-3.33%	1 0.033%	1
BigQuery	147	-20	-	-	1 0.033%	4