Database & Business Intelligence Statistics

Permanent Job Market Index

Description	Rank 6 Months to 7 Sep 2026	Rank YoY Change	Median Salary	Median Salary YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Power BI	68	Up 4 places+4	£55,000	-	2,585 2.31%	1,586
SQL Server	126	Down -47 places-47	£57,500	-	1,664 1.49%	814
Tableau	215	Up 56 places+56	£55,000	-	995 0.89%	630
MongoDB	264	Up 61 places+61	£57,500	-14.81%	809 0.72%	488
PostgreSQL	268	Down -33 places-33	£69,305	-7.59%	789 0.70%	882
Azure SQL Database	276	Up 221 places+221	£57,500	-4.16%	764 0.68%	251
Data Warehouse	284	Down -72 places-72	£67,500	-	736 0.66%	661
MySQL	357	Down -92 places-92	£55,000	-	580 0.52%	304
Metadata	389	Down -8 places-8	£70,000	+9.80%	514 0.46%	518
Relational Database	394	Down -116 places-116	£55,000	-8.33%	507 0.45%	700
NoSQL	399	Down -110 places-110	£70,000	-	499 0.45%	549
Data Lake	414	Down -163 places-163	£77,500	-6.06%	467 0.42%	386
Elasticsearch	508	Down -52 places-52	£60,000	-6.25%	318 0.28%	264
Big Data	529	Down -133 places-133	£72,500	+3.57%	289 0.26%	445
Amazon RDS	529	Down -113 places-113	£65,000	+2.36%	289 0.26%	209
DynamoDB	563	Down -67 places-67	£70,000	-	245 0.22%	144
BigQuery	580	Down -56 places-56	£66,722	+21.31%	225 0.20%	310
SQL Server Reporting Services	583	Down -126 places-126	£55,000	-	222 0.20%	66
Redis	618	Down -24 places-24	£75,000	+15.38%	185 0.17%	265
SQL Server Integration Services	625	Down -209 places-209	£60,000	+9.09%	178 0.16%	92
Amazon Redshift	636	Down -99 places-99	£78,500	+4.66%	167 0.15%	133
Looker	652	Down -97 places-97	£51,250	-14.58%	151 0.13%	238
Power Query	666	Down -84 places-84	£50,000	-12.28%	137 0.12%	115
GIS	676	Down -122 places-122	£42,500	-10.52%	127 0.11%	131
Delta Lake	684	Down -55 places-55	£85,000	+41.66%	119 0.11%	116
Oracle Database	696	Down -117 places-117	£55,000	-4.34%	107 0.096%	96
Amazon Athena	698	Down -247 places-247	£73,750	-43.26%	105 0.094%	70
Semantic Layer	699	Down -33 places-33	£75,000	+7.14%	104 0.093%	106
Star Schema	701	Down -37 places-37	£65,000	+44.44%	102 0.091%	61
Electronic Patient Records	702	Down -81 places-81	£62,500	-10.71%	101 0.090%	153
Geospatial Data	731	Down -94 places-94	£70,000	+45.46%	72 0.064%	73
SAP HANA	735	Down -96 places-96	£70,000	+16.66%	68 0.061%	36
Oracle Reports	737	Down -153 places-153	£62,500	+25.00%	66 0.059%	79
Data Vault	737	Down -88 places-88	£91,250	+19.67%	66 0.059%	25
Data Mining	739	Down -185 places-185	£40,000	-21.18%	64 0.057%	203
Hadoop	743	Down -174 places-174	£80,000	+6.66%	60 0.054%	126
Spark SQL	743	Down -100 places-100	£73,750	+34.09%	60 0.054%	16
SQL Server Analysis Services	745	Down -137 places-137	£60,000	-14.28%	58 0.052%	28
Snowflake Schema	747	Down -103 places-103	£85,000	-2.85%	56 0.050%	50
Crystal Reports	752	Down -118 places-118	£42,500	-15.00%	51 0.046%	23
SAP BW	752	Down -194 places-194	£70,000	-3.44%	51 0.046%	43
Db2	754	Down -137 places-137	£70,000	-3.36%	49 0.044%	39
Metabase	757	Down -83 places-83	£86,725	+73.45%	46 0.041%	12
Pinecone	758	Down -88 places-88	£87,500	-20.45%	45 0.040%	50
BusinessObjects	759	Down -167 places-167	£47,000	-10.47%	44 0.039%	27
RDBMS	761	Down -213 places-213	£64,809	-10.60%	42 0.038%	82
Amazon QuickSight	763	Down -97 places-97	£62,500	-24.24%	40 0.036%	22
MariaDB	765	Down -101 places-101	£52,500	+22.09%	38 0.034%	16
EDRMS	767	Down -98 places-98	£72,500	+100.00%	36 0.032%	14
Amazon Aurora	770	Down -151 places-151	£65,000	-10.34%	33 0.030%	58