Database & Business Intelligence Statistics in Scotland

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There is a choice between 3 and 6 months to 27 October 2026 with year-over-year comparisons.

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Results 1 - 49 of 49

Permanent Job Market Index
Description	Rank 6 Months to 27 Oct 2026	Rank YoY Change	Median Salary	Median Salary YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Power BI	102	Down 13 places-13	£64,500	+35.78%	45 1.03%	23
SQL Server	111	Down 31 places-31	£64,500	+84.28%	36 0.82%	7
Data Lake	130	Up 23 places+23	£75,000	+51.51%	17 0.39%	2
MongoDB	130	Up 6 places+6	£55,000	-27.86%	17 0.39%	3
Azure SQL Database	130	Up 15 places+15	£55,000	+98.19%	17 0.39%	1
Metadata	131	Up 13 places+13	£70,000	+32.07%	16 0.37%	5
Data Warehouse	131	Down 12 places-12	£70,000	+64.70%	16 0.37%	4
MySQL	134	Up 15 places+15	£40,000	-46.66%	13 0.30%	2
SQL Server Analysis Services	135	New entry-	£45,000	-	12 0.27%
PostgreSQL	136	Down 4 places-4	£65,000	-11.92%	11 0.25%	6
SQL Server Reporting Services	136	Up 13 places+13	£59,250	+33.89%	11 0.25%	3
Relational Database	137	Down 18 places-18	£27,250	+4.80%	10 0.23%	4
Tableau	138	Down 26 places-26	£95,000	+137.50%	9 0.21%	3
Electronic Patient Records	138	Up 13 places+13	£85,000	-	9 0.21%
Parquet	140	Up 10 places+10	£65,000	-	7 0.16%
Geospatial Data	141	Up 13 places+13	£65,000	-	6 0.14%
GIS	142	Up 11 places+11	£29,500	-52.80%	5 0.11%	1
Amazon Redshift	142	Up 4 places+4	£55,000	-	5 0.11%	1
NoSQL	143	Down 16 places-16	£105,000	+40.00%	4 0.092%	1
Redis	143	Up 7 places+7	£100,000	+35.49%	4 0.092%
Amazon Athena	143	Down 5 places-5	-	-	4 0.092%	1
Amazon RDS	143	Up 3 places+3	£105,000	+42.27%	4 0.092%	3
DuckDB	144	New entry-	£65,000	-	3 0.069%
SAP BW	144	Up 7 places+7	£90,000	+24.13%	3 0.069%
Oracle Database	144	Up 2 places+2	-	-	3 0.069%	2
SQL Server Integration Services	145	Up 6 places+6	£43,335	+8.33%	2 0.046%	1
Spatial Data	145	New entry-	-	-	2 0.046%	1
BigQuery	145	New entry-	£55,000	-	2 0.046%
Enterprise Data Warehouse	145	New entry-	-	-	2 0.046%
Pinecone	145	New entry-	£57,500	-	2 0.046%	1
Chroma	145	New entry-	£57,500	-	2 0.046%	1
Amazon Aurora	145	Up 9 places+9	-	-	2 0.046%
Big Data	145	Down 16 places-16	£43,335	-	2 0.046%
Oracle Reports	145	Up 5 places+5	£62,500	+19.04%	2 0.046%
Data Mining	145	Up 3 places+3	£40,000	-	2 0.046%	2
DynamoDB	145	Up 3 places+3	-	-	2 0.046%
RDBMS	145	Up 1 place+1	£43,335	-44.08%	2 0.046%
BusinessObjects	145	Up 8 places+8	-	-	2 0.046%
Data Vault	146	Up 8 places+8	£90,000	-	1 0.023%
Looker	146	New entry-	£95,000	-	1 0.023%	1
InfluxDB	146	New entry-	£72,500	-	1 0.023%	1
Apache Iceberg	146	No change0	-	-	1 0.023%
Oracle Database 11g	146	New entry-	-	-	1 0.023%
Semantic Layer	146	New entry-	-	-	1 0.023%
Db2	146	Up 4 places+4	-	-	1 0.023%	1
MariaDB	146	New entry-	-	-	1 0.023%	1
Oracle Database 10g	146	New entry-	-	-	1 0.023%
EDMS	146	New entry-	£37,500	-	1 0.023%
Oracle BI Publisher	146	No change0	£62,500	+21.95%	1 0.023%