Database & Business Intelligence Statistics

Permanent Job Market Index

Description	Rank 6 Months to 10 Aug 2026	Rank YoY Change	Median Salary	Median Salary YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Power BI	61	Up 14 places+14	£55,000	-	2,725 2.57%	1,178
SQL Server	123	Down -54 places-54	£57,500	+1.76%	1,649 1.56%	523
Tableau	169	Up 122 places+122	£50,000	-11.50%	1,260 1.19%	419
MongoDB	252	Up 82 places+82	£57,500	-14.81%	806 0.76%	364
PostgreSQL	255	Down -25 places-25	£69,305	-7.59%	802 0.76%	599
Azure SQL Database	272	Up 220 places+220	£57,500	-8.00%	745 0.70%	227
Data Warehouse	283	Down -84 places-84	£66,250	-1.85%	718 0.68%	462
MySQL	329	Down -74 places-74	£55,000	-	604 0.57%	229
Relational Database	385	Down -105 places-105	£55,000	-15.38%	501 0.47%	380
NoSQL	391	Down -104 places-104	£70,000	-	487 0.46%	384
Metadata	396	Up 12 places+12	£70,000	+7.69%	473 0.45%	348
Data Lake	408	Down -133 places-133	£77,500	-	451 0.43%	257
Elasticsearch	481	Down -19 places-19	£60,000	-6.25%	333 0.31%	197
Amazon RDS	510	Down -78 places-78	£65,000	-3.70%	288 0.27%	128
Big Data	512	Down -177 places-177	£72,500	+11.53%	285 0.27%	214
BigQuery	539	Down -19 places-19	£66,750	+21.36%	253 0.24%	221
DynamoDB	552	Down -40 places-40	£72,500	+3.57%	236 0.22%	115
SQL Server Reporting Services	576	Down -129 places-129	£56,250	+2.27%	208 0.20%	63
Redis	594	Down -15 places-15	£75,000	+15.38%	190 0.18%	179
Amazon Redshift	599	Down -44 places-44	£75,000	-	185 0.17%	81
SQL Server Integration Services	601	Down -179 places-179	£59,732	+8.60%	182 0.17%	61
Looker	617	Down -34 places-34	£50,000	-16.66%	165 0.16%	129
Power Query	641	Down -52 places-52	£47,500	-13.63%	141 0.13%	84
GIS	645	Down -87 places-87	£42,750	-10.00%	137 0.13%	95
Oracle Database	648	Down -42 places-42	£55,000	-13.72%	134 0.13%	65
Amazon Athena	676	Down -243 places-243	£72,500	-36.95%	106 0.10%	33
Delta Lake	676	Down -35 places-35	£85,000	+41.66%	106 0.10%	60
Electronic Patient Records	688	Down -69 places-69	£62,500	-16.66%	94 0.089%	126
Semantic Layer	692	Down -14 places-14	£70,000	-	90 0.085%	54
Star Schema	693	Down -20 places-20	£70,000	+55.55%	89 0.084%	38
Data Mining	700	Down -123 places-123	£40,000	-33.33%	82 0.078%	206
SAP HANA	710	Down -70 places-70	£80,000	+23.07%	72 0.068%	19
Spark SQL	712	Down -59 places-59	£80,000	+33.33%	70 0.066%	11
Data Vault	718	Down -50 places-50	£90,000	+26.31%	64 0.061%	14
Geospatial Data	722	Down -71 places-71	£79,256	+64.69%	60 0.057%	46
Hadoop	723	Down -131 places-131	£80,000	+3.22%	59 0.056%	53
Db2	724	Down -110 places-110	£65,000	-4.76%	58 0.055%	20
Oracle Reports	724	Down -206 places-206	£62,500	+19.04%	58 0.055%	61
Snowflake Schema	724	Down -63 places-63	£85,000	+15.25%	58 0.055%	25
RDBMS	726	Down -182 places-182	£71,775	+0.73%	56 0.053%	41
Crystal Reports	730	Down -80 places-80	£42,500	-15.00%	52 0.049%	11
SAP BW	731	Down -85 places-85	£70,000	-3.44%	51 0.048%	34
SQL Server Analysis Services	733	Down -117 places-117	£55,000	-21.42%	49 0.046%	18
BusinessObjects	736	Down -117 places-117	£37,000	-27.80%	46 0.044%	10
Pinecone	739	Down -52 places-52	£87,500	-12.50%	43 0.041%	48
MariaDB	744	Down -69 places-69	£52,500	+10.52%	38 0.036%	19
Apache Hive	744	Down -84 places-84	£69,250	-6.10%	38 0.036%	14
DTS	747	Down -74 places-74	£80,000	+46.96%	35 0.033%	13
Parquet	748	Down -79 places-79	£65,000	-	34 0.032%	20
Spatial Data	749	Down -72 places-72	£41,351	-31.08%	33 0.031%	19