Database & Business Intelligence Statistics

Permanent Job Market Index

Description	Rank 6 Months to 19 Jul 2026	Rank YoY Change	Median Salary	Median Salary YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Power BI	54	Up 20 places+20	£55,000	-1.41%	2,772 2.78%	652
SQL Server	123	Down -58 places-58	£55,000	-4.34%	1,525 1.53%	317
Tableau	151	Up 125 places+125	£45,655	-20.60%	1,324 1.33%	259
MongoDB	247	Up 62 places+62	£55,000	-18.51%	785 0.79%	126
PostgreSQL	268	Down -51 places-51	£67,500	-10.00%	729 0.73%	239
Azure SQL Database	276	Up 194 places+194	£57,500	-4.16%	715 0.72%	72
Data Warehouse	290	Down -106 places-106	£65,000	-3.70%	663 0.66%	222
MySQL	342	Down -107 places-107	£54,000	-0.91%	551 0.55%	104
NoSQL	384	Down -121 places-121	£70,000	-	462 0.46%	120
Relational Database	390	Down -127 places-127	£57,500	-11.53%	451 0.45%	142
Metadata	405	Up 2 places+2	£69,973	+6.52%	426 0.43%	142
Data Lake	411	Down -159 places-159	£80,000	+6.66%	417 0.42%	116
Elasticsearch	462	Down -25 places-25	£60,000	-7.69%	334 0.33%	73
Amazon RDS	498	Down -67 places-67	£70,750	+11.41%	280 0.28%	71
Big Data	501	Down -191 places-191	£72,500	+11.53%	277 0.28%	70
BigQuery	528	Down -17 places-17	£70,000	+16.66%	239 0.24%	83
DynamoDB	545	Down -56 places-56	£75,000	+15.38%	221 0.22%	40
SQL Server Reporting Services	562	Down -152 places-152	£55,000	-3.08%	202 0.20%	33
Amazon Redshift	590	Down -43 places-43	£75,000	-	172 0.17%	27
SQL Server Integration Services	597	Down -188 places-188	£60,000	+4.34%	165 0.17%	48
Redis	604	Down -48 places-48	£75,677	+16.42%	158 0.16%	79
Looker	619	Down -41 places-41	£49,052	-18.92%	141 0.14%	52
Power Query	623	Down -60 places-60	£45,000	-18.18%	137 0.14%	40
GIS	629	Down -68 places-68	£51,000	+7.36%	131 0.13%	53
Oracle Database	632	Down -38 places-38	£60,000	-5.88%	128 0.13%	36
Amazon Athena	657	Down -255 places-255	£75,000	-34.78%	103 0.10%	11
Delta Lake	665	Down -42 places-42	£85,000	+41.66%	95 0.095%	27
Semantic Layer	673	Down -15 places-15	£75,000	+7.14%	87 0.087%	28
Data Mining	675	Down -115 places-115	£40,000	-38.46%	85 0.085%	157
Star Schema	676	Down -24 places-24	£70,000	+53.00%	84 0.084%	27
SAP HANA	682	Down -67 places-67	£80,000	+23.07%	78 0.078%	11
Spark SQL	689	Down -55 places-55	£80,000	+29.03%	71 0.071%	4
Db2	696	Down -110 places-110	£65,000	-	64 0.064%	18
RDBMS	696	Down -169 places-169	£72,500	-3.33%	64 0.064%	8
Geospatial Data	697	Down -55 places-55	£81,013	+70.55%	63 0.063%	24
Data Vault	699	Down -45 places-45	£85,000	+19.29%	61 0.061%	9
Electronic Patient Records	706	Down -105 places-105	£55,000	-26.66%	54 0.054%	47
Snowflake Schema	707	Down -61 places-61	£85,000	+17.24%	53 0.053%	15
SAP BW	709	Down -80 places-80	£68,375	-5.68%	51 0.051%	19
Oracle Reports	710	Down -206 places-206	£65,000	+15.55%	50 0.050%	20
Crystal Reports	712	Down -75 places-75	£37,500	-42.30%	48 0.048%	12
BusinessObjects	712	Down -118 places-118	£39,250	-21.50%	48 0.048%	9
Hadoop	714	Down -146 places-146	£80,000	+6.66%	46 0.046%	17
SQL Server Analysis Services	718	Down -115 places-115	£55,000	-21.42%	42 0.042%	13
Pinecone	720	Down -52 places-52	£87,500	-12.50%	40 0.040%	19
Apache Hive	722	Down -87 places-87	£69,250	+25.90%	38 0.038%	2
DTS	723	Down -66 places-66	£80,000	+46.96%	37 0.037%	18
Parquet	726	Down -73 places-73	£70,000	+7.69%	34 0.034%	7
QGIS	726	Down -72 places-72	£102,500	+115.78%	34 0.034%	5
Spatial Data	727	Down -66 places-66	£41,351	-29.01%	33 0.033%	8