Database & Business Intelligence Statistics

Permanent Job Market Index

Description	Rank 6 Months to 24 Aug 2026	Rank YoY Change	Median Salary	Median Salary YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Power BI	65	Up 5 places+5	£55,000	-	2,597 2.39%	924
SQL Server	121	Down -48 places-48	£57,500	-	1,676 1.55%	377
Tableau	200	Up 92 places+92	£52,750	-8.26%	1,077 0.99%	287
MongoDB	255	Up 69 places+69	£57,500	-14.81%	806 0.74%	224
PostgreSQL	261	Down -32 places-32	£69,305	-7.59%	783 0.72%	224
Azure SQL Database	269	Up 220 places+220	£57,500	-4.16%	751 0.69%	204
Data Warehouse	273	Down -68 places-68	£65,000	-3.70%	730 0.67%	271
MySQL	338	Down -85 places-85	£55,000	+3.77%	592 0.55%	101
Relational Database	380	Down -109 places-109	£57,500	-8.00%	507 0.47%	190
NoSQL	393	Down -106 places-106	£70,000	-	482 0.44%	142
Metadata	395	Down -6 places-6	£69,986	+7.67%	476 0.44%	173
Data Lake	400	Down -141 places-141	£77,500	-1.27%	470 0.43%	109
Elasticsearch	478	Down -30 places-30	£60,000	-6.25%	331 0.31%	100
Amazon RDS	511	Down -82 places-82	£65,000	+2.36%	290 0.27%	60
Big Data	512	Down -143 places-143	£73,750	+9.25%	289 0.27%	62
DynamoDB	550	Down -55 places-55	£70,000	-	242 0.22%	53
BigQuery	555	Down -43 places-43	£66,750	+21.36%	237 0.22%	80
SQL Server Reporting Services	584	Down -140 places-140	£55,000	-	207 0.19%	52
Redis	604	Down -25 places-25	£79,000	+21.53%	185 0.17%	48
Amazon Redshift	608	Down -70 places-70	£78,000	+4.00%	181 0.17%	40
SQL Server Integration Services	611	Down -194 places-194	£60,000	+9.09%	178 0.16%	49
Looker	633	Down -73 places-73	£52,500	-12.50%	156 0.14%	79
Power Query	656	Down -78 places-78	£50,000	-12.28%	133 0.12%	87
Oracle Database	657	Down -68 places-68	£55,000	-8.33%	132 0.12%	35
GIS	662	Down -118 places-118	£42,500	-10.52%	127 0.12%	84
Delta Lake	678	Down -49 places-49	£85,000	+41.66%	111 0.10%	37
Amazon Athena	685	Down -236 places-236	£72,500	-40.81%	104 0.096%	15
Electronic Patient Records	690	Down -75 places-75	£62,500	-10.71%	99 0.091%	92
Star Schema	693	Down -30 places-30	£65,000	+44.44%	96 0.089%	32
Semantic Layer	693	Down -26 places-26	£70,000	-	96 0.089%	30
SAP HANA	720	Down -84 places-84	£70,000	+13.73%	69 0.064%	14
Geospatial Data	720	Down -82 places-82	£70,000	+45.46%	69 0.064%	33
Data Vault	724	Down -68 places-68	£90,000	+26.31%	65 0.060%	16
Spark SQL	725	Down -80 places-80	£80,000	+45.45%	64 0.059%	13
Hadoop	727	Down -150 places-150	£80,000	+4.91%	62 0.057%	16
Snowflake Schema	728	Down -81 places-81	£85,000	+13.33%	61 0.056%	22
Oracle Reports	729	Down -176 places-176	£62,500	+25.00%	60 0.055%	39
Data Mining	729	Down -162 places-162	£40,000	-33.33%	60 0.055%	139
Db2	733	Down -123 places-123	£67,500	-3.57%	56 0.052%	16
SQL Server Analysis Services	736	Down -128 places-128	£55,000	-21.42%	53 0.049%	16
Crystal Reports	736	Down -98 places-98	£42,500	-15.00%	53 0.049%	6
RDBMS	741	Down -207 places-207	£67,750	-3.21%	48 0.044%	17
SAP BW	742	Down -157 places-157	£70,000	-3.44%	47 0.043%	13
Metabase	743	Down -70 places-70	£86,725	+73.45%	46 0.042%	2
BusinessObjects	744	Down -145 places-145	£37,000	-29.52%	45 0.042%	8
Pinecone	745	Down -72 places-72	£87,500	-16.66%	44 0.041%	14
MariaDB	751	Down -88 places-88	£52,500	+10.52%	38 0.035%	10
Amazon QuickSight	754	Down -86 places-86	£60,000	-27.27%	35 0.032%	7
Apache Hive	755	Down -105 places-105	£69,250	-6.10%	34 0.031%	3
Amazon Aurora	757	Down -137 places-137	£63,750	-12.06%	32 0.030%	15