Database & Business Intelligence Statistics

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

There is a choice between 3 and 6 months to 2 November 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 - 50 of 78

Permanent Job Market Index
Description	Rank 6 Months to 2 Nov 2026	Rank YoY Change	Median Salary	Median Salary YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Power BI	93	Down 26 places-26	£55,000	-	2,312 1.89%	974
SQL Server	147	Down 55 places-55	£57,500	+4.54%	1,590 1.30%	584
PostgreSQL	261	Down 36 places-36	£70,000	-6.66%	897 0.73%	464
MongoDB	276	Up 64 places+64	£57,500	-17.85%	841 0.69%	289
Azure SQL Database	283	Up 182 places+182	£57,500	-8.17%	812 0.66%	227
Data Warehouse	298	Down 101 places-101	£67,500	-	767 0.63%	459
Relational Database	357	Down 100 places-100	£55,000	-4.34%	611 0.50%	425
Metadata	363	Up 7 places+7	£75,000	+18.11%	600 0.49%	324
MySQL	390	Down 137 places-137	£55,000	-	549 0.45%	190
Tableau	408	Down 168 places-168	£55,000	+5.76%	513 0.42%	444
NoSQL	416	Down 128 places-128	£70,000	-	500 0.41%	261
Data Lake	451	Down 187 places-187	£75,000	-11.76%	435 0.36%	212
Elasticsearch	509	Down 12 places-12	£57,500	-11.53%	340 0.28%	132
Amazon RDS	525	Down 141 places-141	£65,000	-10.34%	319 0.26%	154
Big Data	527	Down 89 places-89	£72,500	+3.57%	316 0.26%	206
Redis	603	Down 36 places-36	£75,000	+1.62%	232 0.19%	125
DynamoDB	626	Down 134 places-134	£68,250	-0.72%	206 0.17%	83
SQL Server Reporting Services	631	Down 166 places-166	£55,000	-	201 0.16%	64
BigQuery	634	Down 103 places-103	£72,500	+31.81%	198 0.16%	164
GIS	637	Down 93 places-93	£42,500	-11.68%	195 0.16%	84
Looker	662	Down 134 places-134	£52,500	-4.54%	170 0.14%	175
SQL Server Integration Services	664	Down 225 places-225	£62,500	+13.63%	168 0.14%	81
Amazon Redshift	666	Down 131 places-131	£80,000	+23.07%	166 0.14%	66
Power Query	670	Down 120 places-120	£51,356	-4.00%	162 0.13%	59
Delta Lake	703	Down 87 places-87	£80,000	+23.07%	129 0.11%	72
Semantic Layer	709	Down 47 places-47	£75,000	+3.44%	123 0.10%	89
Oracle Database	712	Down 183 places-183	£56,536	-2.10%	120 0.098%	78
Amazon Athena	712	Down 222 places-222	£70,000	-46.15%	120 0.098%	34
Star Schema	728	Down 70 places-70	£75,000	+7.14%	104 0.085%	42
Electronic Patient Records	735	Down 118 places-118	£60,000	-14.28%	97 0.079%	65
Geospatial Data	748	Down 130 places-130	£65,000	+35.07%	84 0.069%	33
Oracle Reports	750	Down 170 places-170	£63,076	+20.14%	82 0.067%	65
Data Vault	766	Down 134 places-134	£95,000	-	66 0.054%	29
Hadoop	769	Down 193 places-193	£80,000	+6.66%	63 0.052%	57
SQL Server Analysis Services	770	Down 170 places-170	£59,250	-15.35%	62 0.051%	22
Db2	771	Down 159 places-159	£70,000	-17.64%	61 0.050%	26
Amazon Aurora	773	Down 153 places-153	£65,000	-10.34%	59 0.048%	41
Data Mining	774	Down 254 places-254	£71,250	+78.12%	58 0.047%	144
SAP HANA	774	Down 148 places-148	£75,000	+17.10%	58 0.047%	26
Snowflake Schema	780	Down 153 places-153	£85,000	+3.03%	52 0.043%	33
Spark SQL	785	Down 148 places-148	£62,500	+28.20%	47 0.038%	25
RDBMS	789	Down 226 places-226	£75,000	+1.01%	43 0.035%	37
EDRMS	789	Down 134 places-134	£72,500	+95.94%	43 0.035%	4
Metabase	789	Down 120 places-120	£95,000	+5.55%	43 0.035%	1
Pinecone	789	Down 124 places-124	£70,000	-36.36%	43 0.035%	30
BusinessObjects	790	Down 225 places-225	£56,000	+1.81%	42 0.034%	27
Amazon QuickSight	790	Down 136 places-136	£62,500	-24.24%	42 0.034%	15
Enterprise Data Warehouse	791	Down 125 places-125	£75,000	+16.73%	41 0.034%	21
EDMS	794	Down 124 places-124	£43,750	-	38 0.031%	1
SAP BW	795	Down 246 places-246	£70,875	-2.24%	37 0.030%	16