Database & Business Intelligence Statistics in Scotland

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There is a choice between 3 and 6 months to 14 November 2026 with year-over-year comparisons.

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Results 1 - 48 of 48

Permanent Job Market Index
Description	Rank 6 Months to 14 Nov 2026	Rank YoY Change	Median Salary	Median Salary YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Power BI	97	Down 13 places-13	£66,000	+38.94%	52 1.13%	71
SQL Server	114	Up 6 places+6	£51,250	+43.35%	35 0.76%	51
Data Warehouse	131	Down 20 places-20	£72,500	+31.81%	18 0.39%	24
Metadata	131	Up 9 places+9	£70,000	+32.07%	18 0.39%	26
Data Lake	132	Up 17 places+17	£75,000	+51.51%	17 0.37%	20
MongoDB	133	Up 1 place+1	£55,000	-27.86%	16 0.35%	14
Azure SQL Database	134	Up 5 places+5	£55,000	+100.00%	15 0.33%	4
MySQL	136	Up 11 places+11	£40,000	-46.66%	13 0.28%	14
SQL Server Analysis Services	137	New entry-	£45,000	-	12 0.26%	1
SQL Server Reporting Services	138	Up 7 places+7	£59,250	+33.89%	11 0.24%	7
Relational Database	138	Down 20 places-20	£27,250	+4.80%	11 0.24%	33
PostgreSQL	138	Down 7 places-7	£65,000	-11.92%	11 0.24%	38
Tableau	140	Down 30 places-30	£95,000	+137.50%	9 0.20%	15
Electronic Patient Records	140	Up 9 places+9	£85,000	-	9 0.20%	6
Parquet	142	Up 6 places+6	£65,000	-	7 0.15%
GIS	142	Up 6 places+6	£29,500	-60.66%	7 0.15%	8
Geospatial Data	143	Up 9 places+9	£65,000	-	6 0.13%	4
Amazon Redshift	144	No change0	£55,000	-	5 0.11%	7
Redis	145	Up 3 places+3	£100,000	+35.49%	4 0.087%	4
Amazon Athena	145	Down 9 places-9	-	-	4 0.087%	5
Amazon RDS	145	Down 1 place-1	£105,000	+42.27%	4 0.087%	10
NoSQL	145	Down 21 places-21	£105,000	+40.00%	4 0.087%	26
SAP BW	146	Up 3 places+3	£90,000	+24.13%	3 0.065%	1
Oracle Database	146	Down 2 places-2	-	-	3 0.065%	4
DuckDB	146	New entry-	£65,000	-	3 0.065%
Amazon Aurora	147	Up 5 places+5	-	-	2 0.043%	6
Semantic Layer	147	New entry-	-	-	2 0.043%	5
Big Data	147	Down 20 places-20	£43,335	-	2 0.043%	13
Oracle Reports	147	Up 1 place+1	£62,500	+19.04%	2 0.043%	5
Data Mining	147	Down 3 places-3	£40,000	-	2 0.043%	5
DynamoDB	147	Down 1 place-1	-	-	2 0.043%	6
RDBMS	147	Down 3 places-3	£43,335	-44.08%	2 0.043%
BusinessObjects	147	Up 4 places+4	-	-	2 0.043%
Pinecone	147	New entry-	£57,500	-	2 0.043%	2
EDMS	147	New entry-	£37,500	-	2 0.043%	1
Chroma	147	New entry-	£57,500	-	2 0.043%	2
SQL Server Integration Services	147	Up 2 places+2	£43,335	+8.33%	2 0.043%	1
Spatial Data	147	New entry-	-	-	2 0.043%	2
BigQuery	147	New entry-	£55,000	-	2 0.043%	11
Enterprise Data Warehouse	147	New entry-	-	-	2 0.043%	2
Oracle Database 11g	148	New entry-	-	-	1 0.022%
Db2	148	Up 1 place+1	-	-	1 0.022%	5
MariaDB	148	New entry-	-	-	1 0.022%	6
Oracle Database 10g	148	New entry-	-	-	1 0.022%
Apache Iceberg	148	Down 4 places-4	-	-	1 0.022%	1
Oracle BI Publisher	148	Down 6 places-6	£62,500	+21.95%	1 0.022%	2
Data Vault	148	Up 3 places+3	£90,000	-	1 0.022%	2
Looker	148	New entry-	£95,000	-	1 0.022%	7