Database & Business Intelligence Statistics in Scotland

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There is a choice between 3 and 6 months to 2 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 2 Nov 2026	Rank YoY Change	Median Salary	Median Salary YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Power BI	110	Down 34 places-34	£66,000	+38.94%	48 1.07%	47
SQL Server	123	Down 37 places-37	£63,500	+81.42%	35 0.78%	14
Metadata	140	Down 6 places-6	£70,000	+32.07%	18 0.40%	9
Data Lake	141	Up 2 places+2	£75,000	+51.51%	17 0.38%	4
MongoDB	141	Down 14 places-14	£55,000	-27.86%	17 0.38%	5
Azure SQL Database	141	Down 8 places-8	£55,000	+100.00%	17 0.38%	3
Data Warehouse	142	Down 34 places-34	£70,000	+64.70%	16 0.36%	9
MySQL	145	Down 5 places-5	£40,000	-46.66%	13 0.29%	3
SQL Server Analysis Services	146	New entry-	£45,000	-	12 0.27%
SQL Server Reporting Services	147	Down 9 places-9	£59,250	+33.89%	11 0.25%	2
PostgreSQL	147	Down 24 places-24	£65,000	-11.92%	11 0.25%	21
Relational Database	148	Down 38 places-38	£27,250	+4.80%	10 0.22%	18
Tableau	149	Down 45 places-45	£95,000	+137.50%	9 0.20%	14
Electronic Patient Records	149	Down 7 places-7	£85,000	-	9 0.20%	2
Parquet	151	Down 10 places-10	£65,000	-	7 0.16%
Geospatial Data	152	Down 7 places-7	£65,000	-	6 0.13%	1
Amazon Redshift	153	Down 16 places-16	£55,000	-	5 0.11%	2
GIS	153	Down 10 places-10	£29,500	-57.09%	5 0.11%	3
NoSQL	154	Down 36 places-36	£105,000	+40.00%	4 0.089%	6
Redis	154	Down 13 places-13	£100,000	+35.49%	4 0.089%	4
Amazon Athena	154	Down 25 places-25	-	-	4 0.089%	1
Amazon RDS	154	Down 17 places-17	£105,000	+42.27%	4 0.089%	4
DuckDB	155	New entry-	£65,000	-	3 0.067%
SAP BW	155	Down 13 places-13	£90,000	+24.13%	3 0.067%	1
Oracle Database	155	Down 18 places-18	-	-	3 0.067%	3
Enterprise Data Warehouse	156	New entry-	-	-	2 0.045%
Pinecone	156	New entry-	£57,500	-	2 0.045%	1
Chroma	156	New entry-	£57,500	-	2 0.045%	1
Amazon Aurora	156	Down 11 places-11	-	-	2 0.045%
Semantic Layer	156	New entry-	-	-	2 0.045%	2
Big Data	156	Down 36 places-36	£43,335	-	2 0.045%	9
Oracle Reports	156	Down 15 places-15	£62,500	+19.04%	2 0.045%	9
Data Mining	156	Down 17 places-17	£40,000	-	2 0.045%	5
DynamoDB	156	Down 17 places-17	-	-	2 0.045%	4
RDBMS	156	Down 19 places-19	£43,335	-44.08%	2 0.045%	1
BusinessObjects	156	Down 12 places-12	-	-	2 0.045%	1
EDMS	156	New entry-	£37,500	-	2 0.045%	2
SQL Server Integration Services	156	Down 14 places-14	£43,335	+8.33%	2 0.045%	2
Spatial Data	156	New entry-	-	-	2 0.045%	3
BigQuery	156	New entry-	£55,000	-	2 0.045%
InfluxDB	157	New entry-	£72,500	-	1 0.022%	1
Apache Iceberg	157	Down 20 places-20	-	-	1 0.022%
Oracle Database 11g	157	New entry-	-	-	1 0.022%
Db2	157	Down 16 places-16	-	-	1 0.022%	4
MariaDB	157	New entry-	-	-	1 0.022%	1
Oracle Database 10g	157	New entry-	-	-	1 0.022%
Oracle BI Publisher	157	Down 21 places-21	£62,500	+21.95%	1 0.022%	3
Data Vault	157	Down 13 places-13	£90,000	-	1 0.022%
Looker	157	New entry-	£95,000	-	1 0.022%