Database & Business Intelligence Statistics in the UK excluding London

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

There is a choice between 3 and 6 months to 13 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.

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Results 1 - 50 of 74

Permanent Job Market Index
Description	Rank 6 Months to 13 Nov 2026	Rank YoY Change	Median Salary	Median Salary YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Power BI	103	Down 19 places-19	£50,000	+5.26%	1,437 1.57%	1,136
SQL Server	150	Down 45 places-45	£50,000	+2.04%	1,084 1.18%	663
MongoDB	286	Up 77 places+77	£57,500	-14.81%	541 0.59%	174
Azure SQL Database	291	Up 136 places+136	£55,000	-	533 0.58%	94
PostgreSQL	352	Down 68 places-68	£65,000	+4.00%	399 0.43%	436
Data Warehouse	355	Down 119 places-119	£60,000	-	395 0.43%	361
Relational Database	366	Down 86 places-86	£52,500	+11.70%	382 0.42%	408
MySQL	387	Down 134 places-134	£50,000	-4.76%	352 0.38%	273
Metadata	415	Down 48 places-48	£69,973	+14.99%	306 0.33%	255
Tableau	421	Down 156 places-156	£52,500	+23.52%	299 0.33%	325
NoSQL	470	Down 140 places-140	£67,500	+8.00%	238 0.26%	197
Elasticsearch	492	Down 54 places-54	£55,000	-18.51%	210 0.23%	94
Data Lake	502	Down 189 places-189	£63,500	+5.83%	197 0.21%	187
Amazon RDS	513	Down 195 places-195	£63,750	+2.00%	186 0.20%	125
GIS	541	Down 106 places-106	£40,000	-16.87%	157 0.17%	133
Big Data	563	Down 123 places-123	£67,500	+20.00%	134 0.15%	113
DynamoDB	575	Down 131 places-131	£65,000	-	121 0.13%	59
Power Query	580	Down 119 places-119	£47,500	-5.00%	116 0.13%	81
Redis	585	Down 111 places-111	£80,000	+14.28%	111 0.12%	87
SQL Server Reporting Services	592	Down 205 places-205	£50,678	+6.69%	104 0.11%	64
SQL Server Integration Services	608	Down 221 places-221	£57,500	+4.54%	88 0.096%	75
Oracle Database	614	Down 182 places-182	£55,000	-5.17%	82 0.089%	80
BigQuery	618	Down 158 places-158	£53,000	+24.70%	78 0.085%	126
Looker	619	Down 156 places-156	£52,500	+23.52%	77 0.084%	78
Electronic Patient Records	621	Down 107 places-107	£65,000	-7.14%	75 0.082%	94
Amazon Athena	626	Down 119 places-119	£62,500	+31.57%	70 0.076%	37
Amazon Redshift	627	Down 155 places-155	£80,000	+39.13%	69 0.075%	49
Star Schema	633	Down 107 places-107	£62,500	+4.16%	63 0.069%	18
Delta Lake	634	Down 138 places-138	£72,500	+7.40%	62 0.068%	53
Geospatial Data	636	Down 143 places-143	£65,000	+35.07%	60 0.065%	49
Semantic Layer	644	Down 114 places-114	£70,000	-6.66%	52 0.057%	63
Oracle Reports	644	Down 185 places-185	£55,000	+15.78%	52 0.057%	51
Data Mining	651	Down 239 places-239	£50,000	+25.00%	45 0.049%	68
Db2	654	Down 136 places-136	£60,000	-20.00%	42 0.046%	33
Metabase	657	New entry-	£50,000	-	39 0.043%	5
Spark SQL	658	Down 153 places-153	£62,500	+31.57%	38 0.041%	23
RDBMS	662	Down 192 places-192	£76,250	+21.99%	34 0.037%	30
Amazon QuickSight	662	Down 140 places-140	£62,500	-24.24%	34 0.037%	3
SQL Server Analysis Services	665	Down 170 places-170	£51,375	-2.14%	31 0.034%	23
Parquet	666	Down 145 places-145	£63,750	+6.25%	30 0.033%	17
Crystal Reports	668	Down 184 places-184	£45,000	-10.00%	28 0.031%	11
EDMS	668	Down 137 places-137	£45,000	-	28 0.031%	5
Pinecone	670	New entry-	£87,500	-	26 0.028%	23
SAP HANA	670	Down 172 places-172	£70,000	+7.69%	26 0.028%	26
Amazon Aurora	672	Down 169 places-169	£65,000	-10.34%	24 0.026%	36
MariaDB	672	Down 148 places-148	£47,500	-	24 0.026%	25
Hadoop	672	Down 173 places-173	-	-	24 0.026%	34
Oracle BI Publisher	672	Down 168 places-168	£63,076	+0.11%	24 0.026%	22
Chroma	673	Down 142 places-142	£87,500	+12.90%	23 0.025%	12
Snowflake Schema	673	Down 165 places-165	£62,500	-10.71%	23 0.025%	24