Database & Business Intelligence Statistics in Scotland

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There is a choice between 3 and 6 months to 11 November 2026 with year-over-year comparisons.

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Results 1 - 49 of 49

Permanent Job Market Index
Description	Rank 6 Months to 11 Nov 2026	Rank YoY Change	Median Salary	Median Salary YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Power BI	105	Down 30 places-30	£66,000	+38.94%	52 1.14%	65
SQL Server	121	Down 10 places-10	£51,250	+46.42%	35 0.77%	41
Metadata	138	Down 6 places-6	£70,000	+32.07%	18 0.39%	26
Data Warehouse	138	Down 36 places-36	£72,500	+45.00%	18 0.39%	30
Data Lake	139	Up 2 places+2	£75,000	+51.51%	17 0.37%	16
MongoDB	140	Down 14 places-14	£55,000	-27.86%	16 0.35%	15
Azure SQL Database	141	Down 10 places-10	£55,000	+100.00%	15 0.33%	4
MySQL	143	Down 4 places-4	£40,000	-46.66%	13 0.28%	12
SQL Server Analysis Services	144	New entry-	£45,000	-	12 0.26%	1
Relational Database	145	Down 35 places-35	£27,250	+4.80%	11 0.24%	31
PostgreSQL	145	Down 23 places-23	£65,000	-11.92%	11 0.24%	40
SQL Server Reporting Services	145	Down 8 places-8	£59,250	+33.89%	11 0.24%	4
Electronic Patient Records	147	Down 6 places-6	£85,000	-	9 0.20%	5
Tableau	147	Down 44 places-44	£95,000	+137.50%	9 0.20%	13
GIS	149	Down 8 places-8	£29,500	-60.66%	7 0.15%	8
Parquet	149	Down 9 places-9	£65,000	-	7 0.15%
Geospatial Data	150	Down 6 places-6	£65,000	-	6 0.13%	4
Amazon Redshift	151	Down 15 places-15	£55,000	-	5 0.11%	7
NoSQL	152	Down 36 places-36	£105,000	+40.00%	4 0.088%	27
Redis	152	Down 12 places-12	£100,000	+35.49%	4 0.088%	3
Amazon Athena	152	Down 24 places-24	-	-	4 0.088%	5
Amazon RDS	152	Down 16 places-16	£105,000	+42.27%	4 0.088%	10
SAP BW	153	Down 12 places-12	£90,000	+24.13%	3 0.066%	1
Oracle Database	153	Down 17 places-17	-	-	3 0.066%	4
DuckDB	153	New entry-	£65,000	-	3 0.066%
EDMS	154	New entry-	£37,500	-	2 0.044%	1
SQL Server Integration Services	154	Down 13 places-13	£43,335	+8.33%	2 0.044%	2
Spatial Data	154	New entry-	-	-	2 0.044%	1
BigQuery	154	New entry-	£55,000	-	2 0.044%	10
Enterprise Data Warehouse	154	New entry-	-	-	2 0.044%	2
Pinecone	154	New entry-	£57,500	-	2 0.044%	2
Chroma	154	New entry-	£57,500	-	2 0.044%	2
Amazon Aurora	154	Down 10 places-10	-	-	2 0.044%	6
Semantic Layer	154	New entry-	-	-	2 0.044%	5
Oracle Reports	154	Down 14 places-14	£62,500	+19.04%	2 0.044%	4
Big Data	154	Down 35 places-35	£43,335	-	2 0.044%	12
Data Mining	154	Down 17 places-17	£40,000	-	2 0.044%	4
RDBMS	154	Down 18 places-18	£43,335	-44.08%	2 0.044%	1
DynamoDB	154	Down 16 places-16	-	-	2 0.044%	5
BusinessObjects	154	Down 11 places-11	-	-	2 0.044%
Oracle BI Publisher	155	Down 21 places-21	£62,500	+21.95%	1 0.022%	1
Data Vault	155	Down 12 places-12	£90,000	-	1 0.022%	2
Looker	155	New entry-	£95,000	-	1 0.022%	7
InfluxDB	155	New entry-	£72,500	-	1 0.022%
Apache Iceberg	155	Down 19 places-19	-	-	1 0.022%	1
Oracle Database 11g	155	New entry-	-	-	1 0.022%
Db2	155	Down 14 places-14	-	-	1 0.022%	5
MariaDB	155	New entry-	-	-	1 0.022%	6
Oracle Database 10g	155	New entry-	-	-	1 0.022%