Database & Business Intelligence Statistics in Leeds

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

There is a choice between 3 and 6 months to 29 October 2026 with year-over-year comparisons.

Exclude

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

Permanent Job Market Index
Description	Rank 6 Months to 29 Oct 2026	Rank YoY Change	Median Salary	Median Salary YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Power BI	74	Down 2 places-2	£60,250	+24.22%	47 1.54%	7
DynamoDB	82	Down 12 places-12	£85,000	+41.66%	39 1.27%	3
SQL Server	84	Down 10 places-10	£68,000	+11.02%	37 1.21%	10
Data Warehouse	90	Down 26 places-26	£75,000	+25.00%	31 1.01%	4
NoSQL	98	Down 24 places-24	£85,000	+25.92%	23 0.75%	1
Amazon Athena	102	New entry-	£85,000	-	19 0.62%
Metadata	104	Down 25 places-25	£62,500	-20.88%	17 0.56%	4
Relational Database	107	Down 31 places-31	£52,500	+2.43%	14 0.46%	2
MySQL	107	Down 28 places-28	£45,000	-24.36%	14 0.46%
Data Lake	111	Down 38 places-38	£64,750	+7.91%	10 0.33%	3
BigQuery	111	Down 26 places-26	£85,000	+100.00%	10 0.33%	2
Spark SQL	111	Down 25 places-25	£62,500	-	10 0.33%	4
Electronic Patient Records	112	Down 24 places-24	-	-	9 0.29%
Amazon Redshift	113	Down 35 places-35	£90,000	+50.00%	8 0.26%
GIS	113	Down 27 places-27	£44,000	-	8 0.26%	1
Big Data	114	Down 29 places-29	£66,805	-10.92%	7 0.23%
Tableau	114	Down 41 places-41	£80,000	+88.23%	7 0.23%	2
Oracle Reports	114	New entry-	£63,076	-	7 0.23%	1
Redis	115	Down 29 places-29	£56,250	-25.00%	6 0.20%
PostgreSQL	115	Down 50 places-50	£83,774	+21.85%	6 0.20%
Delta Lake	116	Down 33 places-33	£62,500	-	5 0.16%	4
MongoDB	116	Down 43 places-43	£83,774	+24.10%	5 0.16%	5
MariaDB	117	New entry-	£40,000	-	4 0.13%
SQL Server Integration Services	117	Down 31 places-31	£39,000	-11.36%	4 0.13%
Power Query	117	Down 29 places-29	£35,000	-39.13%	4 0.13%	1
Data Mining	118	Down 35 places-35	£75,000	+87.50%	3 0.098%
Amazon RDS	118	Down 34 places-34	-	-	3 0.098%
Semantic Layer	118	New entry-	£77,500	-	3 0.098%
Parquet	118	New entry-	£62,500	-	3 0.098%	2
Azure SQL Database	118	Down 33 places-33	£53,076	-9.83%	3 0.098%	2
Neo4j	119	New entry-	£92,500	-	2 0.065%	1
Looker	119	Down 31 places-31	£64,052	-8.49%	2 0.065%	1
Geospatial Data	119	New entry-	-	-	2 0.065%	1
Oracle BI Publisher	119	Down 31 places-31	£63,076	-23.54%	2 0.065%
SQL Server Reporting Services	119	Down 36 places-36	£39,000	-11.36%	2 0.065%
RDBMS	120	Down 34 places-34	£65,000	+20.93%	1 0.033%
Snowflake Schema	120	Down 34 places-34	£60,000	-50.20%	1 0.033%
Star Schema	120	New entry-	£40,000	-	1 0.033%
BusinessObjects	120	Down 34 places-34	£47,000	-24.80%	1 0.033%
Amazon QuickSight	120	Down 32 places-32	£80,000	-	1 0.033%
SAP BW	120	New entry-	£85,000	-	1 0.033%
Oracle Database	120	Down 34 places-34	£57,500	-28.12%	1 0.033%	1
Data Vault	120	Down 38 places-38	£90,000	+50.00%	1 0.033%	1
Metadata Repository	120	New entry-	£68,724	-	1 0.033%