Database & Business Intelligence Statistics

Permanent Job Market Index

Description	Rank 6 Months to 5 Oct 2026	Rank YoY Change	Median Salary	Median Salary YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Power BI	83	Down -10 places-10	£55,000	-	2,401 2.03%	3,117
SQL Server	134	Down -51 places-51	£57,500	-	1,636 1.39%	1,312
PostgreSQL	255	Down -5 places-5	£69,305	-7.59%	853 0.72%	1,650
MongoDB	267	Up 67 places+67	£57,500	-17.85%	798 0.68%	698
Azure SQL Database	288	Up 213 places+213	£57,500	-4.16%	748 0.63%	334
Data Warehouse	294	Down -75 places-75	£67,500	-	724 0.61%	1,166
Tableau	305	Down -35 places-35	£55,000	+2.32%	698 0.59%	1,177
MySQL	372	Down -88 places-88	£55,000	-	552 0.47%	653
Relational Database	374	Down -87 places-87	£58,500	-2.50%	549 0.46%	1,114
Metadata	378	Down -11 places-11	£71,716	+13.83%	541 0.46%	910
NoSQL	411	Down -105 places-105	£70,000	-	490 0.41%	846
Data Lake	442	Down -174 places-174	£75,000	-11.76%	426 0.36%	630
Elasticsearch	516	Down -54 places-54	£60,000	-6.25%	310 0.26%	404
Big Data	524	Down -94 places-94	£72,500	+3.57%	300 0.25%	636
Amazon RDS	531	Down -111 places-111	£62,500	-1.57%	292 0.25%	404
DynamoDB	590	Down -91 places-91	£69,000	-1.42%	223 0.19%	380
SQL Server Reporting Services	601	Down -121 places-121	£55,000	-	212 0.18%	122
Redis	601	Down -2 places-2	£75,000	+15.38%	212 0.18%	549
BigQuery	606	Down -65 places-65	£66,750	+21.36%	207 0.18%	657
Amazon Redshift	655	Down -115 places-115	£76,250	+7.01%	158 0.13%	265
Looker	659	Down -116 places-116	£49,500	-10.00%	154 0.13%	561
SQL Server Integration Services	659	Down -231 places-231	£62,500	+13.63%	154 0.13%	130
GIS	662	Down -110 places-110	£42,500	-11.45%	151 0.13%	382
Power Query	673	Down -95 places-95	£51,356	-6.62%	140 0.12%	209
Delta Lake	695	Down -71 places-71	£81,250	+30.00%	118 0.100%	259
Semantic Layer	701	Down -33 places-33	£75,000	+7.14%	112 0.095%	215
Amazon Athena	705	Down -241 places-241	£70,000	-46.15%	108 0.092%	98
Oracle Database	708	Down -138 places-138	£55,000	-	105 0.089%	159
Star Schema	710	Down -50 places-50	£75,000	+25.00%	103 0.087%	87
Electronic Patient Records	714	Down -89 places-89	£62,500	-10.71%	99 0.084%	234
Geospatial Data	735	Down -110 places-110	£67,500	+40.26%	78 0.066%	198
Oracle Reports	736	Down -148 places-148	£63,076	+26.15%	77 0.065%	134
SAP HANA	746	Down -115 places-115	£70,000	+16.66%	67 0.057%	90
Data Vault	750	Down -106 places-106	£90,000	+5.88%	63 0.053%	52
Hadoop	750	Down -168 places-168	£80,000	+6.66%	63 0.053%	152
Data Mining	756	Down -204 places-204	£72,500	+81.25%	57 0.048%	279
SAP BW	756	Down -204 places-204	£68,375	-5.68%	57 0.048%	56
SQL Server Analysis Services	760	Down -159 places-159	£55,000	-21.42%	53 0.045%	47
Db2	764	Down -141 places-141	£70,000	-12.50%	49 0.042%	128
Spark SQL	764	Down -122 places-122	£70,000	+27.27%	49 0.042%	55
Snowflake Schema	766	Down -127 places-127	£85,000	+3.03%	47 0.040%	91
Amazon Aurora	768	Down -144 places-144	£65,000	-10.34%	45 0.038%	94
Pinecone	768	Down -97 places-97	£70,000	-36.36%	45 0.038%	55
BusinessObjects	768	Down -179 places-179	£65,000	+23.80%	45 0.038%	53
EDRMS	770	Down -105 places-105	£72,500	+95.94%	43 0.036%	22
Amazon QuickSight	770	Down -109 places-109	£62,500	-24.24%	43 0.036%	34
Metabase	771	Down -95 places-95	£95,000	-	42 0.036%	57
Crystal Reports	771	Down -142 places-142	£45,000	-10.00%	42 0.036%	44
RDBMS	773	Down -213 places-213	£72,500	-4.60%	40 0.034%	111
Enterprise Data Warehouse	780	Down -114 places-114	£75,000	-13.04%	33 0.028%	40