Database & Business Intelligence Statistics in Scotland

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There is a choice between 3 and 6 months to 24 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 24 Oct 2026	Rank YoY Change	Median Salary	Median Salary YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Power BI	102	Down 16 places-16	£64,500	+35.78%	43 0.99%	73
SQL Server	109	Down 30 places-30	£64,500	+84.28%	36 0.83%	36
Azure SQL Database	127	Up 13 places+13	£55,000	+98.19%	18 0.41%	1
Data Lake	128	Up 20 places+20	£75,000	+51.51%	17 0.39%	15
MongoDB	129	Up 2 places+2	£55,000	-27.86%	16 0.37%	19
Data Warehouse	129	Down 15 places-15	£70,000	+64.70%	16 0.37%	35
Metadata	129	Up 10 places+10	£70,000	+32.07%	16 0.37%	22
SQL Server Analysis Services	133	New entry-	£45,000	-	12 0.28%
MySQL	133	Up 11 places+11	£40,000	-46.66%	12 0.28%	9
SQL Server Reporting Services	134	Up 10 places+10	£59,250	+33.89%	11 0.25%	5
PostgreSQL	135	Down 8 places-8	£65,000	-11.92%	10 0.23%	31
Tableau	136	Down 29 places-29	£95,000	+111.11%	9 0.21%	15
Electronic Patient Records	136	Up 10 places+10	£85,000	-	9 0.21%
Relational Database	136	Down 22 places-22	£27,250	+4.80%	9 0.21%	34
Parquet	138	Up 7 places+7	£65,000	-	7 0.16%
Geospatial Data	139	Up 10 places+10	£65,000	-	6 0.14%	4
Amazon Redshift	140	Up 1 place+1	£55,000	-	5 0.12%	9
GIS	140	Up 8 places+8	£29,500	-52.80%	5 0.12%	11
NoSQL	141	Down 19 places-19	£105,000	+40.00%	4 0.092%	27
Redis	141	Up 4 places+4	£100,000	+35.49%	4 0.092%	2
Amazon Athena	141	Down 8 places-8	-	-	4 0.092%	5
Amazon RDS	141	No change0	£105,000	+42.27%	4 0.092%	10
DuckDB	142	New entry-	£65,000	-	3 0.069%
SAP BW	142	Up 4 places+4	£90,000	+24.13%	3 0.069%	1
Oracle Database	142	Down 1 place-1	-	-	3 0.069%	3
BigQuery	143	New entry-	£55,000	-	2 0.046%	8
Enterprise Data Warehouse	143	New entry-	-	-	2 0.046%	1
Pinecone	143	New entry-	£57,500	-	2 0.046%	2
Chroma	143	New entry-	£57,500	-	2 0.046%	2
Amazon Aurora	143	Up 6 places+6	-	-	2 0.046%	2
Big Data	143	Down 19 places-19	£43,335	-	2 0.046%	14
Oracle Reports	143	Up 2 places+2	£62,500	+19.04%	2 0.046%	5
Data Mining	143	Up 1 place+1	£40,000	-	2 0.046%	4
DynamoDB	143	No change0	-	-	2 0.046%	4
RDBMS	143	Down 2 places-2	£43,335	-44.08%	2 0.046%	2
BusinessObjects	143	Up 5 places+5	-	-	2 0.046%
SQL Server Integration Services	143	Up 3 places+3	£43,335	+8.33%	2 0.046%	6
Spatial Data	143	New entry-	-	-	2 0.046%	1
InfluxDB	144	New entry-	£72,500	-	1 0.023%	2
Apache Iceberg	144	Down 3 places-3	-	-	1 0.023%	1
Oracle Database 11g	144	New entry-	-	-	1 0.023%
Semantic Layer	144	New entry-	-	-	1 0.023%	12
Db2	144	Up 1 place+1	-	-	1 0.023%	2
MariaDB	144	New entry-	-	-	1 0.023%	5
Oracle Database 10g	144	New entry-	-	-	1 0.023%
EDMS	144	New entry-	£37,500	-	1 0.023%
Oracle BI Publisher	144	Down 3 places-3	£62,500	+21.95%	1 0.023%	1
Data Vault	144	Up 5 places+5	£90,000	-	1 0.023%	2
Looker	144	New entry-	£95,000	-	1 0.023%	8