Contract Database & BI Statistics in Edinburgh

Use this option to select the period over which the statistics are calculated.

There is a choice between 3 and 6 months to 5 November 2026 with year-over-year comparisons.

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Use this option to exclude results with historical job ad aggregates falling below the selected threshold during the period.

When used in combination with column sorting, this option can be used to display results of greater statistical significance.

Results 1 - 44 of 44

Contract Job Market Index
Description	Rank 6 Months to 5 Nov 2026	Rank YoY Change	Median Daily Rate	Median Daily Rate YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Power BI	28	Up 17 places+17	£425	-6.84%	47 7.29%	7
Data Warehouse	53	Up 3 places+3	£513	+13.88%	19 2.95%	2
SQL Server	56	Down 2 places-2	£475	+5.55%	16 2.48%	1
PostgreSQL	56	Down 13 places-13	£475	-2.56%	16 2.48%	3
Power Query	60	Up 5 places+5	£360	-28.00%	12 1.86%
Data Lake	62	Up 3 places+3	£410	-	10 1.55%
BigQuery	64	Down 3 places-3	£450	-2.70%	8 1.24%
Azure SQL Database	65	Down 2 places-2	£510	+2.00%	7 1.09%	1
Amazon Aurora	66	Down 11 places-11	£500	-	6 0.93%
Amazon RDS	66	Down 6 places-6	£409	-18.20%	6 0.93%
Amazon Athena	67	New entry-	£417	-	5 0.78%
DynamoDB	67	Down 2 places-2	£423	-10.94%	5 0.78%
Looker	67	Down 3 places-3	£456	-3.94%	5 0.78%
MongoDB	67	Down 9 places-9	£475	-5.00%	5 0.78%
DataStage	67	New entry-	£456	-	5 0.78%
Metadata	68	Down 9 places-9	£550	+15.78%	4 0.62%	4
Star Schema	68	Down 5 places-5	£513	+13.88%	4 0.62%
Oracle Database	69	Down 13 places-13	£398	-24.28%	3 0.47%
Amazon Redshift	69	Down 4 places-4	£409	-13.89%	3 0.47%
SQL Server Integration Services	69	Down 8 places-8	£438	-5.40%	3 0.47%
Semantic Layer	70	New entry-	£545	-	2 0.31%
QGIS	70	New entry-	£315	-	2 0.31%	2
GIS	70	Down 9 places-9	£315	-37.00%	2 0.31%	4
MySQL	70	Down 7 places-7	£443	-8.05%	2 0.31%	1
MS Access	70	Down 6 places-6	£475	-44.11%	2 0.31%
Spatial Data	70	Down 5 places-5	£315	-	2 0.31%	2
Amazon QuickSight	70	Down 5 places-5	-	-	2 0.31%
BusinessObjects	70	New entry-	-	-	2 0.31%
NoSQL	70	Down 9 places-9	£430	+2.38%	2 0.31%
Tableau	71	Down 9 places-9	-	-	1 0.16%	5
Redis	71	Down 7 places-7	£475	-9.09%	1 0.16%
Neo4j	71	New entry-	£550	-	1 0.16%
SQL Server Reporting Services	71	New entry-	£488	-	1 0.16%
BusinessObjects Web Intelligence	71	New entry-	-	-	1 0.16%
Elasticsearch	71	Down 15 places-15	£550	-8.33%	1 0.16%
Data Vault	71	Down 8 places-8	£410	-36.92%	1 0.16%
Oracle BI Publisher	71	New entry-	£320	-	1 0.16%
Relational Database	71	Down 18 places-18	-	-	1 0.16%	2
Db2	71	Down 8 places-8	£800	-	1 0.16%
Oracle Reports	71	Down 13 places-13	£320	-40.18%	1 0.16%	2
Spark SQL	71	New entry-	£545	-	1 0.16%
Snowflake Schema	71	Down 7 places-7	£513	+13.88%	1 0.16%
SAP Data Services	71	New entry-	-	-	1 0.16%
Oracle Exadata	71	Down 6 places-6	-	-	1 0.16%