Database & Business Intelligence Statistics in Scotland

Description	Rank 6 Months to 26 Feb 2026	Rank YoY Change	Median Salary	Median Salary YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Power BI	55	+1	£47,500	+6.74%	118 3.92%	21
Tableau	68	+36	£40,000	-25.23%	89 2.96%	17
Data Warehouse	104	-14	£102,500	+78.26%	48 1.59%	12
SQL Server	126	-90	£37,500	-16.66%	26 0.86%	23
Metadata	131	+5	£60,000	-	21 0.70%	8
Data Mining	135	0	£40,000	-11.11%	17 0.56%	16
Oracle BI Publisher	137	+2	£52,500	-52.27%	15 0.50%
PostgreSQL	137	-39	£73,801	+22.49%	15 0.50%	19
Azure SQL Database	137	-35	£27,500	-38.88%	15 0.50%	5
Snowflake Schema	137	-	£72,500	-	15 0.50%
Essbase	140	-	-	-	12 0.40%
Elasticsearch	142	-21	£73,801	+6.48%	10 0.33%	5
Data Lake	144	-8	-	-	8 0.27%	7
Amazon RDS	144	-14	£73,801	+16.39%	8 0.27%	1
Relational Database	145	-34	£26,000	-54.31%	7 0.23%	9
DB2	146	-13	-	-	6 0.20%	2
GIS	146	-6	£75,000	-	6 0.20%	7
Amazon Redshift	147	-10	-	-	5 0.17%	1
Oracle Reports	147	-25	£53,750	-28.33%	5 0.17%	1
NoSQL	148	-36	£102,500	+74.55%	4 0.13%	5
SQL Server Integration Services	148	-33	-	-	4 0.13%
Oracle BI EE	148	-	£53,750	-	4 0.13%	1
Redis	148	-9	£73,801	+6.48%	4 0.13%	2
Azure SQL Data Warehouse	148	-8	-	-	4 0.13%	1
MongoDB	149	-32	£61,250	-	3 0.100%	7
Data Vault	150	-15	-	-	2 0.066%	1
SQL Server Reporting Services	150	-57	-	-	2 0.066%	1
DTS	150	-	£75,000	-	2 0.066%	1
MySQL	151	-47	-	-	1 0.033%	8
Star Schema	151	-	£72,500	-	1 0.033%	2
BusinessObjects	151	-11	£47,500	-	1 0.033%
Big Data	151	-42	£100,000	+216.83%	1 0.033%	2
DynamoDB	151	-22	-	-	1 0.033%	1
IBM InfoSphere	151	-12	-	-	1 0.033%
Oracle ODI	151	-11	£72,500	-3.33%	1 0.033%	1
BigQuery	151	-16	-	-	1 0.033%	2
Power Query	151	-11	£52,500	-	1 0.033%