Database & Business Intelligence Statistics in Scotland

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There is a choice between 3 and 6 months to 8 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 8 Nov 2026	Rank YoY Change	Median Salary	Median Salary YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Power BI	104	Down 24 places-24	£66,000	+38.94%	51 1.12%	36
SQL Server	121	Down 4 places-4	£62,500	+78.57%	34 0.75%	6
Data Warehouse	137	Down 29 places-29	£72,500	+45.00%	18 0.39%	5
Metadata	137	No change0	£70,000	+32.07%	18 0.39%	4
Data Lake	138	Up 9 places+9	£75,000	+51.51%	17 0.37%	3
MongoDB	138	Down 6 places-6	£55,000	-27.86%	17 0.37%	1
Azure SQL Database	138	No change0	£55,000	+100.00%	17 0.37%	2
MySQL	142	Up 3 places+3	£40,000	-46.66%	13 0.28%
SQL Server Analysis Services	143	New entry-	£45,000	-	12 0.26%
PostgreSQL	144	Down 16 places-16	£65,000	-11.92%	11 0.24%	9
SQL Server Reporting Services	144	Down 1 place-1	£59,250	+33.89%	11 0.24%	2
Relational Database	145	Down 29 places-29	£27,250	+4.80%	10 0.22%	2
Tableau	146	Down 37 places-37	£95,000	+137.50%	9 0.20%	15
Electronic Patient Records	146	Up 1 place+1	£85,000	-	9 0.20%
Parquet	148	Down 2 places-2	£65,000	-	7 0.15%
GIS	148	Down 1 place-1	£29,500	-60.66%	7 0.15%	2
Geospatial Data	149	Up 1 place+1	£65,000	-	6 0.13%
Amazon Redshift	150	Down 8 places-8	£55,000	-	5 0.11%	1
NoSQL	151	Down 29 places-29	£105,000	+40.00%	4 0.088%
Redis	151	Down 5 places-5	£100,000	+35.49%	4 0.088%
Amazon Athena	151	Down 17 places-17	-	-	4 0.088%	1
Amazon RDS	151	Down 9 places-9	£105,000	+42.27%	4 0.088%	3
DuckDB	152	New entry-	£65,000	-	3 0.066%
SAP BW	152	Down 5 places-5	£90,000	+24.13%	3 0.066%
Oracle Database	152	Down 10 places-10	-	-	3 0.066%	3
Spatial Data	153	New entry-	-	-	2 0.044%
BigQuery	153	New entry-	£55,000	-	2 0.044%
Enterprise Data Warehouse	153	New entry-	-	-	2 0.044%
Pinecone	153	New entry-	£57,500	-	2 0.044%
Chroma	153	New entry-	£57,500	-	2 0.044%
Amazon Aurora	153	Down 3 places-3	-	-	2 0.044%
Semantic Layer	153	New entry-	-	-	2 0.044%
Big Data	153	Down 28 places-28	£43,335	-	2 0.044%	1
Oracle Reports	153	Down 7 places-7	£62,500	+19.04%	2 0.044%	1
Data Mining	153	Down 10 places-10	£40,000	-	2 0.044%	7
DynamoDB	153	Down 9 places-9	-	-	2 0.044%	1
RDBMS	153	Down 11 places-11	£43,335	-44.08%	2 0.044%
BusinessObjects	153	Down 4 places-4	-	-	2 0.044%
EDMS	153	New entry-	£37,500	-	2 0.044%
SQL Server Integration Services	153	Down 6 places-6	£43,335	+8.33%	2 0.044%
InfluxDB	154	New entry-	£72,500	-	1 0.022%
Apache Iceberg	154	Down 12 places-12	-	-	1 0.022%
Oracle Database 11g	154	New entry-	-	-	1 0.022%
Db2	154	Down 8 places-8	-	-	1 0.022%	1
MariaDB	154	New entry-	-	-	1 0.022%
Oracle Database 10g	154	New entry-	-	-	1 0.022%
Oracle BI Publisher	154	Down 14 places-14	£62,500	+21.95%	1 0.022%
Data Vault	154	Down 5 places-5	£90,000	-	1 0.022%
Looker	154	New entry-	£95,000	-	1 0.022%