Database & Business Intelligence Statistics

Permanent Job Market Index

Description	Rank 6 Months to 17 Aug 2026	Rank YoY Change	Median Salary	Median Salary YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Power BI	60	Up 10 places+10	£55,000	-	2,686 2.51%	881
SQL Server	117	Down -44 places-44	£57,500	+2.22%	1,686 1.57%	361
Tableau	182	Up 102 places+102	£52,500	-6.16%	1,201 1.12%	298
MongoDB	264	Up 66 places+66	£57,500	-14.81%	801 0.75%	221
PostgreSQL	266	Down -40 places-40	£69,305	-7.59%	790 0.74%	217
Azure SQL Database	279	Up 215 places+215	£57,500	-4.16%	749 0.70%	195
Data Warehouse	285	Down -87 places-87	£65,000	-3.70%	728 0.68%	257
MySQL	335	Down -83 places-83	£55,000	+4.76%	606 0.57%	92
Relational Database	382	Down -114 places-114	£57,000	-8.80%	511 0.48%	175
NoSQL	397	Down -118 places-118	£70,000	-	478 0.45%	133
Metadata	402	Down -1 place-1	£70,000	+7.69%	469 0.44%	165
Data Lake	407	Down -152 places-152	£77,500	-	461 0.43%	115
Elasticsearch	480	Down -22 places-22	£60,000	-6.25%	329 0.31%	115
Big Data	510	Down -144 places-144	£72,500	+9.43%	291 0.27%	55
Amazon RDS	513	Down -82 places-82	£65,000	-	288 0.27%	70
DynamoDB	551	Down -43 places-43	£70,000	-	241 0.23%	49
BigQuery	556	Down -37 places-37	£66,750	+21.36%	236 0.22%	72
SQL Server Reporting Services	584	Down -135 places-135	£57,500	+4.54%	205 0.19%	58
Redis	603	Down -24 places-24	£79,000	+21.53%	186 0.17%	52
SQL Server Integration Services	608	Down -182 places-182	£60,000	+9.09%	181 0.17%	53
Amazon Redshift	610	Down -58 places-58	£77,500	+3.33%	179 0.17%	40
Looker	636	Down -62 places-62	£52,500	-12.50%	153 0.14%	81
Power Query	652	Down -69 places-69	£47,500	-15.17%	137 0.13%	70
Oracle Database	653	Down -52 places-52	£55,000	-13.72%	136 0.13%	40
GIS	661	Down -113 places-113	£42,500	-10.52%	128 0.12%	82
Delta Lake	681	Down -45 places-45	£85,000	+41.66%	108 0.10%	28
Amazon Athena	687	Down -238 places-238	£72,500	-36.95%	102 0.095%	15
Electronic Patient Records	690	Down -71 places-71	£63,250	-14.23%	99 0.092%	88
Semantic Layer	694	Down -21 places-21	£72,500	+3.57%	95 0.089%	20
Star Schema	696	Down -28 places-28	£70,000	+55.55%	93 0.087%	25
Data Mining	714	Down -143 places-143	£40,000	-38.46%	75 0.070%	145
SAP HANA	718	Down -78 places-78	£80,000	+24.91%	71 0.066%	13
Spark SQL	720	Down -69 places-69	£80,000	+45.45%	69 0.064%	6
Data Vault	724	Down -61 places-61	£90,000	+26.31%	65 0.061%	11
Snowflake Schema	728	Down -73 places-73	£85,000	+15.25%	61 0.057%	11
Hadoop	728	Down -143 places-143	£80,000	+3.22%	61 0.057%	17
Geospatial Data	729	Down -86 places-86	£79,256	+64.69%	60 0.056%	34
Db2	730	Down -119 places-119	£67,500	-3.57%	59 0.055%	11
Oracle Reports	730	Down -199 places-199	£62,500	+25.00%	59 0.055%	43
SQL Server Analysis Services	736	Down -123 places-123	£55,000	-21.42%	53 0.050%	19
Crystal Reports	737	Down -92 places-92	£42,500	-15.00%	52 0.049%	11
RDBMS	737	Down -197 places-197	£70,775	-3.04%	52 0.049%	10
SAP BW	740	Down -146 places-146	£70,000	-3.44%	49 0.046%	10
BusinessObjects	744	Down -131 places-131	£37,000	-29.52%	45 0.042%	12
Pinecone	745	Down -65 places-65	£87,500	-12.50%	44 0.041%	17
Metabase	751	Down -72 places-72	£86,725	+73.45%	38 0.036%	2
Apache Hive	751	Down -95 places-95	£69,250	-6.10%	38 0.036%	1
MariaDB	751	Down -80 places-80	£52,500	+10.52%	38 0.036%	9
Amazon QuickSight	755	Down -81 places-81	£56,250	-31.81%	34 0.032%	5
Parquet	755	Down -90 places-90	£65,000	-	34 0.032%	9