Database & Business Intelligence Statistics in the UK excluding London

Permanent Job Market Index

Description	Rank 6 Months to 1 Jul 2026	Rank YoY Change	Median Salary	Median Salary YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Power BI	51	Up 47 places+47	£48,105	-3.79%	2,040 2.93%	603
Tableau	96	Up 207 places+207	£40,000	-27.27%	1,144 1.64%	222
SQL Server	119	Down -56 places-56	£50,000	-	1,004 1.44%	299
MongoDB	221	Up 76 places+76	£55,000	-12.00%	547 0.79%	174
Azure SQL Database	224	Up 203 places+203	£55,000	-	541 0.78%	141
MySQL	310	Down -99 places-99	£50,000	-	348 0.50%	107
PostgreSQL	311	Down -69 places-69	£65,000	-	345 0.50%	171
Data Warehouse	329	Down -113 places-113	£60,000	-	301 0.43%	166
Relational Database	382	Down -102 places-102	£54,105	-5.90%	231 0.33%	130
NoSQL	394	Down -131 places-131	£67,500	+3.84%	219 0.31%	114
Elasticsearch	416	Down -39 places-39	£55,000	-18.67%	196 0.28%	62
Amazon RDS	427	Down -57 places-57	£60,000	+4.34%	181 0.26%	55
Metadata	437	Down -34 places-34	£69,000	+6.15%	169 0.24%	108
Data Lake	454	Down -162 places-162	£64,750	+7.91%	151 0.22%	87
SQL Server Reporting Services	468	Down -111 places-111	£55,000	+22.22%	137 0.20%	35
DynamoDB	474	Down -34 places-34	£72,500	+16.00%	131 0.19%	35
SQL Server Integration Services	502	Down -138 places-138	£51,366	+0.22%	103 0.15%	48
Power Query	510	Down -39 places-39	£44,000	-10.20%	95 0.14%	45
BigQuery	516	Down -51 places-51	£66,722	+2.64%	89 0.13%	54
Big Data	523	Down -255 places-255	£57,500	-	82 0.12%	59
Amazon Redshift	526	Down -40 places-40	£75,000	+27.65%	79 0.11%	29
Data Mining	527	Down -74 places-74	£40,000	-27.27%	78 0.11%	136
Looker	533	Down -38 places-38	£48,105	-12.53%	72 0.10%	43
GIS	536	Down -56 places-56	£47,505	+11.77%	69 0.099%	39
Redis	542	Down -79 places-79	£70,000	+12.00%	63 0.091%	42
Amazon Athena	548	Down -40 places-40	£72,500	+13.72%	57 0.082%	18
Oracle Database	553	Down -79 places-79	£55,000	-8.33%	52 0.075%	37
Star Schema	560	Down -43 places-43	£57,500	+27.77%	45 0.065%	20
Crystal Reports	562	Down -48 places-48	£37,500	-21.05%	43 0.062%	11
SAP HANA	567	Down -76 places-76	£60,000	-7.69%	38 0.055%	11
Spark SQL	568	Down -62 places-62	£80,000	+68.42%	37 0.053%	6
OLTP	572	Down -65 places-65	£75,000	+11.11%	33 0.047%	1
Geospatial Data	575	Down -56 places-56	£75,000	+93.54%	30 0.043%	25
Delta Lake	576	Down -68 places-68	£70,000	+7.69%	29 0.042%	19
Oracle Reports	577	Down -169 places-169	£48,775	-11.31%	28 0.040%	17
Semantic Layer	577	New entry-	£57,500	-	28 0.040%	18
RDBMS	579	Down -149 places-149	£55,000	-21.42%	26 0.037%	17
SQL Server Analysis Services	582	Down -88 places-88	£55,000	-12.00%	23 0.033%	13
Data Vault	582	Down -51 places-51	£78,000	+28.92%	23 0.033%	7
Electronic Patient Records	583	Down -82 places-82	£42,500	-43.33%	22 0.032%	36
MariaDB	583	Down -63 places-63	£42,500	-5.55%	22 0.032%	8
PowerPivot	584	Down -59 places-59	£43,500	+1.16%	21 0.030%	3
SAP BW	586	Down -67 places-67	£75,000	+3.44%	19 0.027%	7
Neo4j	586	Down -60 places-60	£75,000	+42.85%	19 0.027%	4
Snowflake Schema	587	Down -62 places-62	£72,500	+3.57%	18 0.026%	18
Pinecone	587	Down -56 places-56	£87,500	-20.45%	18 0.026%	16
BusinessObjects	588	Down -121 places-121	£37,000	-22.10%	17 0.024%	9
Db2	589	Down -96 places-96	£60,000	-7.69%	16 0.023%	3
InfluxDB	592	New entry-	£72,500	-	13 0.019%	4
Apache Cassandra	592	Down -86 places-86	£61,250	-12.50%	13 0.019%	5