Database & Business Intelligence Statistics in Scotland

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There is a choice between 3 and 6 months to 30 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 30 Oct 2026	Rank YoY Change	Median Salary	Median Salary YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Power BI	101	Down 18 places-18	£64,500	+35.78%	45 1.01%	24
SQL Server	110	Down 36 places-36	£64,500	+84.28%	36 0.81%	6
MongoDB	129	Up 6 places+6	£55,000	-27.86%	17 0.38%	1
Azure SQL Database	129	Up 13 places+13	£55,000	+98.19%	17 0.38%	1
Data Lake	129	Up 22 places+22	£75,000	+51.51%	17 0.38%	1
Data Warehouse	130	Down 14 places-14	£70,000	+64.70%	16 0.36%	5
Metadata	130	Up 11 places+11	£70,000	+32.07%	16 0.36%	4
MySQL	133	Up 15 places+15	£40,000	-46.66%	13 0.29%
SQL Server Analysis Services	134	New entry-	£45,000	-	12 0.27%
SQL Server Reporting Services	135	Up 11 places+11	£59,250	+33.89%	11 0.25%	3
PostgreSQL	135	Down 4 places-4	£65,000	-11.92%	11 0.25%	8
Relational Database	136	Down 18 places-18	£27,250	+4.80%	10 0.22%	3
Tableau	137	Down 26 places-26	£95,000	+137.50%	9 0.20%	4
Electronic Patient Records	137	Up 13 places+13	£85,000	-	9 0.20%
Parquet	139	Up 10 places+10	£65,000	-	7 0.16%
Geospatial Data	140	Up 13 places+13	£65,000	-	6 0.13%
Amazon Redshift	141	Up 4 places+4	£55,000	-	5 0.11%	1
GIS	141	Up 11 places+11	£29,500	-52.80%	5 0.11%	1
NoSQL	142	Down 16 places-16	£105,000	+40.00%	4 0.090%
Redis	142	Up 7 places+7	£100,000	+35.49%	4 0.090%
Amazon Athena	142	Down 5 places-5	-	-	4 0.090%	1
Amazon RDS	142	Up 3 places+3	£105,000	+42.27%	4 0.090%	3
DuckDB	143	New entry-	£65,000	-	3 0.067%
Oracle Database	143	Up 2 places+2	-	-	3 0.067%	2
SAP BW	143	Up 7 places+7	£90,000	+24.13%	3 0.067%
Pinecone	144	New entry-	£57,500	-	2 0.045%	1
Chroma	144	New entry-	£57,500	-	2 0.045%	1
Amazon Aurora	144	Up 9 places+9	-	-	2 0.045%
Semantic Layer	144	New entry-	-	-	2 0.045%
Big Data	144	Down 16 places-16	£43,335	-	2 0.045%
DynamoDB	144	Up 3 places+3	-	-	2 0.045%
Oracle Reports	144	Up 5 places+5	£62,500	+19.04%	2 0.045%
Data Mining	144	Up 3 places+3	£40,000	-	2 0.045%	2
RDBMS	144	Up 1 place+1	£43,335	-44.08%	2 0.045%
BusinessObjects	144	Up 8 places+8	-	-	2 0.045%
Spatial Data	144	New entry-	-	-	2 0.045%	1
SQL Server Integration Services	144	Up 6 places+6	£43,335	+8.33%	2 0.045%	1
BigQuery	144	New entry-	£55,000	-	2 0.045%
Enterprise Data Warehouse	144	New entry-	-	-	2 0.045%
Apache Iceberg	145	No change0	-	-	1 0.023%
Db2	145	Up 4 places+4	-	-	1 0.023%	1
MariaDB	145	New entry-	-	-	1 0.023%	1
Oracle Database 10g	145	New entry-	-	-	1 0.023%
Oracle Database 11g	145	New entry-	-	-	1 0.023%
Oracle BI Publisher	145	Down 1 place-1	£62,500	+21.95%	1 0.023%
EDMS	145	New entry-	£37,500	-	1 0.023%
Data Vault	145	Up 7 places+7	£90,000	-	1 0.023%
Looker	145	New entry-	£95,000	-	1 0.023%
InfluxDB	145	New entry-	£72,500	-	1 0.023%	1