Database & Business Intelligence Statistics in Scotland

Description	Rank 6 Months to 9 Mar 2026	Rank YoY Change	Median Salary	Median Salary YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Power BI	51	+15	£51,250	+15.16%	109 3.61%	33
Tableau	65	+33	£40,000	-23.07%	84 2.78%	17
Data Warehouse	101	-15	£102,500	+70.83%	43 1.43%	15
SQL Server	117	-69	£46,250	-4.32%	27 0.89%	28
Metadata	123	+7	£60,000	-	21 0.70%	10
PostgreSQL	129	-31	£73,801	+22.49%	15 0.50%	16
Data Mining	129	0	£40,000	-11.11%	15 0.50%	15
Azure SQL Database	130	-19	£27,500	-45.00%	14 0.46%	6
Snowflake Schema	131	-	£72,500	-	13 0.43%	1
Oracle BI Publisher	132	+1	£55,000	-50.00%	12 0.40%
Essbase	134	-	-	-	10 0.33%
Elasticsearch	134	-15	£73,801	+6.48%	10 0.33%	3
Data Lake	136	-6	-	-	8 0.27%	10
Amazon RDS	136	-10	£73,801	+28.34%	8 0.27%	4
Relational Database	138	-28	£25,500	-62.22%	6 0.20%	3
DB2	138	-12	-	-	6 0.20%	5
GIS	138	-4	£75,000	-	6 0.20%	4
Amazon Redshift	139	-6	-	-	5 0.17%
NoSQL	140	-31	£102,500	+70.83%	4 0.13%	7
SQL Server Integration Services	140	-20	-	-	4 0.13%
Oracle Reports	140	-22	£63,750	-15.00%	4 0.13%	1
Azure SQL Data Warehouse	140	-6	-	-	4 0.13%	1
Redis	140	-7	£73,801	+6.48%	4 0.13%	5
MySQL	141	-41	£65,000	+18.18%	3 0.099%	8
MongoDB	141	-26	£61,250	-	3 0.099%	2
Data Vault	142	-11	-	-	2 0.066%	2
SQL Server Reporting Services	142	-36	-	-	2 0.066%
Oracle BI EE	142	-	£63,750	-	2 0.066%	1
DTS	142	-	£75,000	-	2 0.066%	1
Star Schema	143	-	£72,500	-	1 0.033%	2
Big Data	143	-36	£100,000	+166.66%	1 0.033%	3
DynamoDB	143	-20	-	-	1 0.033%
IBM InfoSphere	143	-10	-	-	1 0.033%
Oracle ODI	143	-9	£72,500	-3.33%	1 0.033%	1
BigQuery	143	-18	-	-	1 0.033%	6