Database & Business Intelligence Statistics

Permanent Job Market Index

Description	Rank 6 Months to 5 Jul 2026	Rank YoY Change	Median Salary	Median Salary YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Power BI	52	Up 26 places+26	£55,000	-2.65%	2,807 2.89%	882
SQL Server	124	Down -55 places-55	£55,000	-4.34%	1,481 1.52%	454
Tableau	137	Up 146 places+146	£47,500	-19.49%	1,376 1.42%	405
MongoDB	247	Up 72 places+72	£56,250	-16.66%	745 0.77%	253
PostgreSQL	272	Down -48 places-48	£69,305	-7.59%	685 0.70%	400
Azure SQL Database	275	Up 195 places+195	£57,500	-8.00%	675 0.69%	189
Data Warehouse	282	Down -82 places-82	£65,000	-	646 0.66%	356
MySQL	344	Down -100 places-100	£55,000	+4.76%	517 0.53%	171
NoSQL	378	Down -106 places-106	£72,250	+3.21%	445 0.46%	211
Relational Database	380	Down -111 places-111	£57,500	-11.53%	443 0.46%	250
Metadata	396	Up 26 places+26	£70,782	+7.76%	415 0.43%	253
Data Lake	405	Down -146 places-146	£80,000	+3.22%	400 0.41%	185
Elasticsearch	454	Down -10 places-10	£60,000	-11.27%	321 0.33%	127
Amazon RDS	507	Down -68 places-68	£70,750	+11.41%	254 0.26%	96
Big Data	509	Down -192 places-192	£75,000	+17.64%	252 0.26%	178
BigQuery	512	Up 26 places+26	£70,000	+5.66%	249 0.26%	125
DynamoDB	543	Down -53 places-53	£72,500	+11.53%	214 0.22%	82
SQL Server Reporting Services	555	Down -133 places-133	£55,000	-1.41%	201 0.21%	43
Amazon Redshift	581	Down -29 places-29	£75,000	-	175 0.18%	75
SQL Server Integration Services	586	Down -162 places-162	£59,732	+2.54%	170 0.17%	55
Looker	617	Down -32 places-32	£49,052	-18.58%	139 0.14%	89
GIS	620	Down -49 places-49	£52,000	+9.47%	136 0.14%	78
Power Query	620	Down -57 places-57	£45,000	-18.18%	136 0.14%	63
Redis	622	Down -70 places-70	£75,000	+15.38%	134 0.14%	107
Oracle Database	632	Down -37 places-37	£60,000	-4.00%	124 0.13%	57
Amazon Athena	659	Down -248 places-248	£75,000	-34.06%	97 0.100%	39
Data Mining	664	Down -102 places-102	£40,000	-27.27%	92 0.095%	177
Delta Lake	664	Down -39 places-39	£85,000	+41.66%	92 0.095%	45
Semantic Layer	668	Down -7 places-7	£75,000	+5.26%	88 0.091%	51
Star Schema	679	Down -25 places-25	£65,000	+42.07%	77 0.079%	43
Spark SQL	683	Down -47 places-47	£80,000	+33.33%	73 0.075%	20
RDBMS	685	Down -155 places-155	£72,500	+1.75%	71 0.073%	25
Db2	692	Down -104 places-104	£65,000	-	64 0.066%	16
SAP HANA	692	Down -75 places-75	£75,000	+15.38%	64 0.066%	27
Geospatial Data	697	Down -50 places-50	£77,500	+63.15%	59 0.061%	44
Data Vault	698	Down -39 places-39	£85,000	+21.42%	58 0.060%	24
Snowflake Schema	704	Down -54 places-54	£85,000	+17.24%	52 0.054%	42
Electronic Patient Records	704	Down -102 places-102	£55,000	-26.66%	52 0.054%	84
Oracle Reports	706	Down -192 places-192	£65,000	+13.04%	50 0.052%	43
SAP BW	710	Down -80 places-80	£64,166	-11.49%	46 0.047%	18
Crystal Reports	712	Down -67 places-67	£37,500	-42.30%	44 0.045%	16
Pinecone	712	Down -42 places-42	£87,500	-12.50%	44 0.045%	34
Hadoop	715	Down -145 places-145	£80,000	+3.22%	41 0.042%	43
SQL Server Analysis Services	718	Down -111 places-111	£60,000	-14.28%	38 0.039%	13
QGIS	720	Down -62 places-62	£102,500	+115.78%	36 0.037%	12
DTS	721	Down -60 places-60	£80,000	+46.96%	35 0.036%	27
BusinessObjects	721	Down -130 places-130	£37,000	-26.00%	35 0.036%	19
Apache Hive	722	Down -87 places-87	£69,250	+25.90%	34 0.035%	13
Spatial Data	723	Down -58 places-58	£41,351	-29.01%	33 0.034%	16
OLTP	723	Down -80 places-80	£75,000	+11.11%	33 0.034%	6