Database & Business Intelligence Statistics in the UK excluding London

Permanent Job Market Index

Description	Rank 6 Months to 14 Oct 2026	Rank YoY Change	Median Salary	Median Salary YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Power BI	95	Down -8 places-8	£50,000	+5.26%	1,490 1.71%	868
SQL Server	134	Down -49 places-49	£50,000	-	1,130 1.30%	530
MongoDB	245	Up 111 places+111	£55,000	-18.51%	590 0.68%	169
Azure SQL Database	247	Up 217 places+217	£55,000	-	582 0.67%	91
PostgreSQL	334	Down -43 places-43	£65,000	-	401 0.46%	372
Tableau	341	Down -56 places-56	£52,500	+23.52%	386 0.44%	195
Data Warehouse	347	Down -102 places-102	£60,000	-	377 0.43%	319
MySQL	354	Down -88 places-88	£50,000	-9.09%	368 0.42%	187
Relational Database	370	Down -77 places-77	£53,000	+11.57%	343 0.39%	342
Metadata	426	Down -46 places-46	£70,000	+32.07%	267 0.31%	252
NoSQL	447	Down -100 places-100	£65,000	+4.00%	238 0.27%	213
Elasticsearch	456	Down -38 places-38	£55,000	-8.33%	221 0.25%	91
Amazon RDS	480	Down -136 places-136	£60,000	+4.34%	195 0.22%	117
Data Lake	499	Down -199 places-199	£62,500	+4.16%	175 0.20%	179
DynamoDB	535	Down -79 places-79	£65,000	-3.70%	137 0.16%	66
SQL Server Reporting Services	541	Down -123 places-123	£51,356	+8.11%	131 0.15%	51
GIS	545	Down -95 places-95	£42,250	-11.97%	127 0.15%	87
Big Data	548	Down -112 places-112	£57,500	-	124 0.14%	137
Power Query	567	Down -89 places-89	£51,356	+7.55%	105 0.12%	63
Redis	574	Down -78 places-78	£80,000	+39.13%	98 0.11%	96
BigQuery	577	Down -111 places-111	£58,750	+38.23%	95 0.11%	114
SQL Server Integration Services	580	Down -196 places-196	£55,000	-	92 0.11%	55
Electronic Patient Records	598	Down -79 places-79	£66,500	-5.00%	74 0.085%	61
Amazon Redshift	601	Down -118 places-118	£80,000	+33.33%	71 0.082%	60
Looker	603	Down -125 places-125	£50,000	+14.28%	69 0.079%	91
Oracle Database	606	Down -134 places-134	£55,000	+4.76%	66 0.076%	60
Amazon Athena	606	Down -94 places-94	£62,500	+13.63%	66 0.076%	39
Star Schema	614	Down -85 places-85	£62,500	+4.16%	58 0.067%	33
Oracle Reports	619	Down -140 places-140	£62,500	+56.25%	53 0.061%	51
Delta Lake	624	Down -118 places-118	£70,000	+16.66%	48 0.055%	42
Geospatial Data	625	Down -123 places-123	£65,000	+35.07%	47 0.054%	54
Semantic Layer	626	New entry-	£62,500	-	46 0.053%	54
Data Mining	632	Down -194 places-194	£41,250	+3.12%	40 0.046%	72
Metabase	633	New entry-	£50,000	-	39 0.045%	2
Crystal Reports	634	Down -139 places-139	£45,000	-10.00%	38 0.044%	6
SQL Server Analysis Services	637	Down -138 places-138	£52,500	-4.54%	35 0.040%	8
Amazon QuickSight	638	Down -112 places-112	£62,500	-24.24%	34 0.039%	6
Spark SQL	638	Down -125 places-125	£62,500	+31.57%	34 0.039%	20
RDBMS	639	Down -168 places-168	£72,500	+3.57%	33 0.038%	16
Db2	641	Down -116 places-116	£60,000	-17.24%	31 0.036%	32
MariaDB	643	Down -111 places-111	£47,500	-	29 0.033%	21
SAP HANA	644	Down -141 places-141	£70,000	+9.29%	28 0.032%	32
Hadoop	646	Down -138 places-138	£57,500	+9.52%	26 0.030%	43
Pinecone	646	New entry-	£87,500	-	26 0.030%	15
SAP BW	647	Down -194 places-194	£66,750	-7.93%	25 0.029%	18
Oracle BI Publisher	647	Down -133 places-133	£63,076	+0.92%	25 0.029%	18
Snowflake Schema	650	Down -132 places-132	£62,500	-10.71%	22 0.025%	29
Chroma	650	Down -113 places-113	£87,500	+12.90%	22 0.025%	11
OLTP	653	Down -141 places-141	£75,000	+7.14%	19 0.022%	8
Spatial Data	653	Down -124 places-124	£40,000	-14.89%	19 0.022%	13