Database & Business Intelligence Statistics in Scotland

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There is a choice between 3 and 6 months to 5 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 5 Nov 2026	Rank YoY Change	Median Salary	Median Salary YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Power BI	98	Down 24 places-24	£66,000	+38.94%	49 1.09%	37
SQL Server	113	Down 3 places-3	£62,500	+78.57%	34 0.76%	8
Data Warehouse	129	Down 24 places-24	£72,500	+45.00%	18 0.40%	7
Metadata	129	Up 1 place+1	£70,000	+32.07%	18 0.40%	6
MongoDB	130	Down 5 places-5	£55,000	-27.86%	17 0.38%	3
Azure SQL Database	130	Up 1 place+1	£55,000	+100.00%	17 0.38%	2
Data Lake	130	Up 10 places+10	£75,000	+51.51%	17 0.38%	3
MySQL	134	Up 4 places+4	£40,000	-46.66%	13 0.29%	2
SQL Server Analysis Services	135	New entry-	£45,000	-	12 0.27%
SQL Server Reporting Services	136	No change0	£59,250	+33.89%	11 0.24%	3
PostgreSQL	136	Down 15 places-15	£65,000	-11.92%	11 0.24%	13
Relational Database	137	Down 28 places-28	£27,250	+4.80%	10 0.22%	6
Tableau	138	Down 34 places-34	£95,000	+137.50%	9 0.20%	13
Electronic Patient Records	138	Up 2 places+2	£85,000	-	9 0.20%
Parquet	140	Down 1 place-1	£65,000	-	7 0.16%
Geospatial Data	141	Up 2 places+2	£65,000	-	6 0.13%
Amazon Redshift	142	Down 7 places-7	£55,000	-	5 0.11%	1
GIS	142	Down 1 place-1	£29,500	-57.09%	5 0.11%	4
NoSQL	143	Down 28 places-28	£105,000	+40.00%	4 0.089%
Amazon Athena	143	Down 16 places-16	-	-	4 0.089%	1
Redis	143	Down 4 places-4	£100,000	+35.49%	4 0.089%	2
Amazon RDS	143	Down 8 places-8	£105,000	+42.27%	4 0.089%	4
SAP BW	144	Down 4 places-4	£90,000	+24.13%	3 0.067%	1
Oracle Database	144	Down 9 places-9	-	-	3 0.067%	3
DuckDB	144	New entry-	£65,000	-	3 0.067%
Amazon Aurora	145	Down 2 places-2	-	-	2 0.044%	1
Semantic Layer	145	New entry-	-	-	2 0.044%
Spatial Data	145	New entry-	-	-	2 0.044%	2
Oracle Reports	145	Down 6 places-6	£62,500	+19.04%	2 0.044%	3
Big Data	145	Down 27 places-27	£43,335	-	2 0.044%	4
Data Mining	145	Down 8 places-8	£40,000	-	2 0.044%	6
RDBMS	145	Down 10 places-10	£43,335	-44.08%	2 0.044%
DynamoDB	145	Down 8 places-8	-	-	2 0.044%	1
BusinessObjects	145	Down 3 places-3	-	-	2 0.044%
EDMS	145	New entry-	£37,500	-	2 0.044%
SQL Server Integration Services	145	Down 5 places-5	£43,335	+8.33%	2 0.044%	1
Pinecone	145	New entry-	£57,500	-	2 0.044%	1
Chroma	145	New entry-	£57,500	-	2 0.044%	1
BigQuery	145	New entry-	£55,000	-	2 0.044%
Enterprise Data Warehouse	145	New entry-	-	-	2 0.044%
Looker	146	New entry-	£95,000	-	1 0.022%
Oracle Database 11g	146	New entry-	-	-	1 0.022%
Db2	146	Down 7 places-7	-	-	1 0.022%	1
Data Vault	146	Down 4 places-4	£90,000	-	1 0.022%
MariaDB	146	New entry-	-	-	1 0.022%
Oracle Database 10g	146	New entry-	-	-	1 0.022%
Oracle BI Publisher	146	Down 12 places-12	£62,500	+21.95%	1 0.022%
Apache Iceberg	146	Down 11 places-11	-	-	1 0.022%
InfluxDB	146	New entry-	£72,500	-	1 0.022%