Database & Business Intelligence Statistics

Permanent Job Market Index

Description	Rank 6 Months to 27 Jul 2026	Rank YoY Change	Median Salary	Median Salary YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Power BI	55	Up 22 places+22	£55,000	-1.41%	2,809 2.77%	771
SQL Server	124	Down -56 places-56	£55,000	-4.34%	1,564 1.54%	377
Tableau	153	Up 128 places+128	£47,500	-17.39%	1,343 1.33%	337
MongoDB	249	Up 65 places+65	£57,500	-14.81%	792 0.78%	239
PostgreSQL	261	Down -39 places-39	£67,500	-10.00%	759 0.75%	336
Azure SQL Database	276	Up 200 places+200	£57,500	-4.16%	720 0.71%	161
Data Warehouse	288	Down -97 places-97	£65,000	-3.70%	688 0.68%	307
MySQL	330	Down -88 places-88	£54,000	-1.81%	580 0.57%	129
Relational Database	387	Down -119 places-119	£55,000	-15.38%	469 0.46%	203
NoSQL	389	Down -118 places-118	£70,000	-	467 0.46%	174
Metadata	400	Up 14 places+14	£70,000	+3.70%	438 0.43%	202
Data Lake	407	Down -144 places-144	£80,000	+6.66%	427 0.42%	141
Elasticsearch	469	Down -24 places-24	£60,000	-7.69%	329 0.32%	123
Amazon RDS	493	Down -62 places-62	£67,500	+6.29%	296 0.29%	79
Big Data	503	Down -188 places-188	£72,500	+7.40%	284 0.28%	112
BigQuery	537	Down -25 places-25	£70,000	+19.14%	243 0.24%	124
DynamoDB	560	Down -65 places-65	£72,500	+7.40%	220 0.22%	64
SQL Server Reporting Services	573	Down -153 places-153	£55,000	-1.78%	205 0.20%	44
Amazon Redshift	598	Down -47 places-47	£75,000	-	179 0.18%	52
SQL Server Integration Services	604	Down -188 places-188	£59,866	+4.11%	173 0.17%	51
Redis	606	Down -44 places-44	£75,000	+15.38%	171 0.17%	104
Looker	632	Down -51 places-51	£50,000	-17.01%	145 0.14%	70
Power Query	636	Down -61 places-61	£46,250	-15.90%	141 0.14%	43
GIS	645	Down -83 places-83	£50,000	+5.26%	132 0.13%	57
Oracle Database	646	Down -46 places-46	£58,500	-10.00%	131 0.13%	41
Amazon Athena	675	Down -263 places-263	£73,750	-35.86%	102 0.10%	18
Delta Lake	678	Down -48 places-48	£85,000	+41.66%	99 0.098%	37
Data Mining	689	Down -125 places-125	£40,000	-38.46%	88 0.087%	118
Semantic Layer	689	Down -25 places-25	£70,000	-	88 0.087%	34
Star Schema	690	Down -31 places-31	£70,000	+55.55%	87 0.086%	23
SAP HANA	704	Down -81 places-81	£80,000	+23.07%	73 0.072%	7
Spark SQL	705	Down -65 places-65	£80,000	+29.03%	72 0.071%	6
Electronic Patient Records	708	Down -100 places-100	£62,500	-16.66%	69 0.068%	73
Data Vault	714	Down -56 places-56	£87,500	+22.80%	63 0.062%	18
Geospatial Data	715	Down -69 places-69	£81,013	+70.55%	62 0.061%	28
Db2	716	Down -122 places-122	£65,000	-	61 0.060%	17
RDBMS	719	Down -188 places-188	£72,500	-1.36%	58 0.057%	13
Snowflake Schema	723	Down -72 places-72	£85,000	+15.25%	54 0.053%	14
Oracle Reports	724	Down -219 places-219	£63,750	+13.33%	53 0.052%	28
SAP BW	726	Down -90 places-90	£70,000	-3.44%	51 0.050%	18
Hadoop	726	Down -150 places-150	£80,000	+6.66%	51 0.050%	36
Crystal Reports	729	Down -89 places-89	£37,500	-25.00%	48 0.047%	12
BusinessObjects	730	Down -127 places-127	£39,250	-21.50%	47 0.046%	8
SQL Server Analysis Services	733	Down -130 places-130	£55,000	-21.42%	44 0.043%	15
Pinecone	735	Down -61 places-61	£87,500	-12.50%	42 0.042%	21
Apache Hive	739	Down -97 places-97	£69,250	+25.90%	38 0.038%	6
DTS	740	Down -78 places-78	£80,000	+46.96%	37 0.037%	14
MariaDB	742	Down -80 places-80	£50,000	+5.26%	35 0.035%	11
QGIS	743	Down -84 places-84	£102,500	+115.78%	34 0.034%	7
Spatial Data	744	Down -79 places-79	£41,351	-31.08%	33 0.033%	11