Database & Business Intelligence Statistics in Scotland

Description	Rank 6 Months to 10 Mar 2026	Rank YoY Change	Median Salary	Median Salary YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Power BI	52	+9	£51,250	+15.16%	113 3.71%	32
Tableau	64	+29	£40,000	-23.07%	88 2.89%	18
Data Warehouse	103	-22	£102,500	+70.83%	43 1.41%	10
SQL Server	119	-74	£46,250	-4.32%	27 0.89%	28
Metadata	125	0	£60,000	-	21 0.69%	7
PostgreSQL	131	-38	£73,801	+22.49%	15 0.49%	12
Data Mining	131	-7	£40,000	-11.11%	15 0.49%	16
Azure SQL Database	132	-26	£27,500	-45.00%	14 0.46%	11
Snowflake Schema	133	-	£72,500	-	13 0.43%	1
Oracle BI Publisher	134	-6	£55,000	-50.00%	12 0.39%
Essbase	136	-	-	-	10 0.33%
Elasticsearch	136	-22	£73,801	+6.48%	10 0.33%	1
Data Lake	138	-13	-	-	8 0.26%	8
Amazon RDS	138	-17	£73,801	+28.34%	8 0.26%	2
Relational Database	140	-35	£25,500	-62.22%	6 0.20%	4
DB2	140	-19	-	-	6 0.20%	5
GIS	140	-11	£75,000	-	6 0.20%	4
Amazon Redshift	141	-13	-	-	5 0.16%
NoSQL	142	-38	£102,500	+70.83%	4 0.13%	5
SQL Server Integration Services	142	-27	-	-	4 0.13%
Oracle Reports	142	-29	£63,750	-15.00%	4 0.13%	1
Azure SQL Data Warehouse	142	-13	-	-	4 0.13%	1
Redis	142	-14	£73,801	+6.48%	4 0.13%	2
MySQL	143	-48	£65,000	+18.18%	3 0.099%	6
MongoDB	143	-33	£61,250	-	3 0.099%	2
SQL Server Reporting Services	144	-43	-	-	2 0.066%	1
Oracle BI EE	144	-	£63,750	-	2 0.066%	1
DTS	144	-	£75,000	-	2 0.066%	1
Data Vault	144	-18	-	-	2 0.066%	2
Star Schema	145	-	£72,500	-	1 0.033%	4
Big Data	145	-42	£100,000	+216.83%	1 0.033%	3
DynamoDB	145	-27	-	-	1 0.033%
IBM InfoSphere	145	-17	-	-	1 0.033%
Oracle ODI	145	-16	£72,500	-3.33%	1 0.033%	1
BigQuery	145	-25	-	-	1 0.033%	2
Delta Lake	145	-	£85,000	-	1 0.033%	4