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 26 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 - 50 of 78

Permanent Job Market Index
Description	Rank 6 Months to 26 Oct 2026	Rank YoY Change	Median Salary	Median Salary YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Power BI	92	Down 22 places-22	£55,000	-	2,291 1.89%	455
SQL Server	141	Down 53 places-53	£57,500	+4.54%	1,598 1.32%	281
PostgreSQL	258	Down 25 places-25	£70,000	-6.66%	893 0.74%	190
MongoDB	269	Up 69 places+69	£57,500	-17.85%	859 0.71%	77
Azure SQL Database	278	Up 204 places+204	£57,500	-8.17%	821 0.68%	55
Data Warehouse	295	Down 91 places-91	£67,500	-	766 0.63%	169
Relational Database	355	Down 95 places-95	£55,000	-4.34%	602 0.50%	166
Metadata	362	Up 10 places+10	£75,000	+20.00%	586 0.48%	144
MySQL	377	Down 115 places-115	£55,000	-	554 0.46%	83
Tableau	401	Down 149 places-149	£55,000	+4.76%	509 0.42%	110
NoSQL	410	Down 116 places-116	£70,000	-	491 0.41%	85
Data Lake	436	Down 168 places-168	£75,000	-11.76%	432 0.36%	68
Elasticsearch	489	Up 2 places+2	£60,000	-7.69%	343 0.28%	40
Amazon RDS	509	Down 125 places-125	£63,750	-12.06%	318 0.26%	70
Big Data	511	Down 72 places-72	£72,500	+3.57%	315 0.26%	42
Redis	581	Down 13 places-13	£75,000	+1.62%	232 0.19%	50
DynamoDB	598	Down 107 places-107	£69,000	-1.42%	214 0.18%	26
BigQuery	598	Down 66 places-66	£70,000	+27.27%	214 0.18%	44
SQL Server Reporting Services	608	Down 129 places-129	£55,000	-	204 0.17%	33
GIS	636	Down 96 places-96	£42,500	-11.68%	176 0.15%	43
SQL Server Integration Services	641	Down 207 places-207	£62,500	+13.63%	170 0.14%	39
Looker	643	Down 115 places-115	£51,951	-5.54%	168 0.14%	73
Amazon Redshift	646	Down 118 places-118	£80,000	+14.28%	165 0.14%	25
Power Query	652	Down 101 places-101	£51,356	-6.62%	158 0.13%	31
Delta Lake	683	Down 73 places-73	£80,000	+23.07%	127 0.11%	18
Semantic Layer	685	Down 28 places-28	£75,000	+3.44%	125 0.10%	29
Amazon Athena	689	Down 212 places-212	£70,000	-46.15%	121 0.10%	15
Oracle Database	693	Down 160 places-160	£56,536	+0.50%	117 0.097%	45
Star Schema	705	Down 52 places-52	£75,000	+7.14%	105 0.087%	10
Electronic Patient Records	713	Down 101 places-101	£62,500	-10.71%	97 0.080%	41
Oracle Reports	727	Down 151 places-151	£63,076	+20.14%	83 0.069%	25
Geospatial Data	733	Down 121 places-121	£65,000	+35.07%	77 0.064%	24
Data Vault	746	Down 117 places-117	£91,250	-3.94%	64 0.053%	12
Hadoop	747	Down 173 places-173	£80,000	+6.66%	63 0.052%	9
SAP HANA	748	Down 127 places-127	£80,000	+26.80%	62 0.051%	15
Data Mining	750	Down 228 places-228	£70,000	+75.00%	60 0.050%	56
SQL Server Analysis Services	752	Down 157 places-157	£58,500	-16.42%	58 0.048%	4
Db2	752	Down 142 places-142	£70,000	-17.64%	58 0.048%	12
Amazon Aurora	753	Down 137 places-137	£65,000	-10.34%	57 0.047%	13
Snowflake Schema	758	Down 134 places-134	£85,000	+3.03%	52 0.043%	10
Spark SQL	765	Down 134 places-134	£62,500	+25.00%	45 0.037%	16
EDRMS	766	Down 115 places-115	£72,500	+95.94%	44 0.036%	4
Metabase	767	Down 103 places-103	£95,000	+5.55%	43 0.036%
Pinecone	767	Down 107 places-107	£70,000	-36.36%	43 0.036%	12
RDBMS	768	Down 211 places-211	£73,750	-1.66%	42 0.035%	8
Amazon QuickSight	769	Down 121 places-121	£62,500	-24.24%	41 0.034%	2
BusinessObjects	769	Down 208 places-208	£65,000	+18.18%	41 0.034%	7
Enterprise Data Warehouse	770	Down 109 places-109	£72,500	+12.84%	40 0.033%	9
SAP BW	770	Down 224 places-224	£66,750	-7.93%	40 0.033%	1
Crystal Reports	773	Down 159 places-159	£45,000	-10.00%	37 0.031%	11