Database & Business Intelligence Statistics

Permanent Job Market Index

Description	Rank 6 Months to 14 Sep 2026	Rank YoY Change	Median Salary	Median Salary YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Power BI	68	Up 1 place+1	£55,000	-	2,559 2.25%	2,415
SQL Server	127	Down -49 places-49	£57,500	-	1,639 1.44%	1,092
Tableau	240	Up 27 places+27	£55,000	-	922 0.81%	963
MongoDB	270	Up 50 places+50	£57,500	-17.85%	786 0.69%	638
PostgreSQL	273	Down -34 places-34	£67,500	-10.00%	773 0.68%	1,215
Azure SQL Database	280	Up 206 places+206	£57,500	-4.16%	747 0.66%	313
Data Warehouse	293	Down -83 places-83	£67,500	-	719 0.63%	1,023
MySQL	359	Down -92 places-92	£55,000	-	559 0.49%	416
Metadata	385	Down -16 places-16	£70,000	+12.00%	508 0.45%	875
Relational Database	386	Down -114 places-114	£55,000	-8.33%	507 0.45%	987
NoSQL	394	Down -109 places-109	£70,000	-	493 0.43%	799
Data Lake	413	Down -163 places-163	£77,500	-6.06%	460 0.41%	602
Elasticsearch	504	Down -63 places-63	£60,000	-6.25%	311 0.27%	352
Big Data	521	Down -132 places-132	£72,500	+3.57%	289 0.25%	643
Amazon RDS	532	Down -139 places-139	£65,000	+3.17%	277 0.24%	280
DynamoDB	557	Down -75 places-75	£70,000	-1.40%	244 0.21%	228
SQL Server Reporting Services	582	Down -133 places-133	£55,000	-	219 0.19%	103
BigQuery	585	Down -73 places-73	£66,722	+21.31%	216 0.19%	538
Redis	612	Down -30 places-30	£75,000	+15.38%	189 0.17%	354
SQL Server Integration Services	634	Down -228 places-228	£60,000	+9.09%	167 0.15%	144
Amazon Redshift	634	Down -113 places-113	£79,250	+9.31%	167 0.15%	191
Looker	656	Down -114 places-114	£52,500	-12.50%	145 0.13%	481
GIS	664	Down -123 places-123	£42,500	-9.06%	137 0.12%	218
Power Query	667	Down -105 places-105	£50,000	-12.28%	134 0.12%	142
Delta Lake	685	Down -73 places-73	£85,000	+41.66%	116 0.10%	187
Amazon Athena	687	Down -249 places-249	£73,750	-43.26%	114 0.10%	106
Semantic Layer	697	Down -47 places-47	£75,000	+7.14%	104 0.092%	215
Oracle Database	697	Down -138 places-138	£55,000	-	104 0.092%	165
Star Schema	700	Down -51 places-51	£70,000	+55.55%	101 0.089%	91
Electronic Patient Records	703	Down -97 places-97	£60,000	-14.28%	98 0.086%	233
Geospatial Data	725	Down -105 places-105	£70,000	+45.46%	76 0.067%	130
Oracle Reports	730	Down -162 places-162	£63,076	+26.15%	71 0.063%	112
SAP HANA	734	Down -112 places-112	£70,000	+10.95%	67 0.059%	61
Data Vault	735	Down -101 places-101	£91,250	+19.67%	66 0.058%	53
Hadoop	739	Down -183 places-183	£80,000	+6.66%	62 0.055%	186
SQL Server Analysis Services	743	Down -150 places-150	£60,000	-14.28%	58 0.051%	44
Spark SQL	743	Down -115 places-115	£70,000	+27.27%	58 0.051%	26
Snowflake Schema	746	Down -118 places-118	£85,000	-4.22%	55 0.048%	87
Data Mining	748	Down -209 places-209	£43,000	-7.52%	53 0.047%	255
SAP BW	748	Down -206 places-206	£70,000	-3.44%	53 0.047%	69
Crystal Reports	751	Down -135 places-135	£42,500	-15.00%	50 0.044%	28
Db2	754	Down -149 places-149	£75,000	+0.08%	47 0.041%	61
Metabase	755	Down -96 places-96	£86,725	+73.45%	46 0.041%	17
Pinecone	757	Down -102 places-102	£87,500	-20.45%	44 0.039%	70
BusinessObjects	757	Down -181 places-181	£47,000	-10.47%	44 0.039%	43
RDBMS	760	Down -226 places-226	£64,809	-9.04%	41 0.036%	113
Amazon QuickSight	761	Down -111 places-111	£62,500	-24.24%	40 0.035%	33
EDRMS	762	Down -108 places-108	£72,500	+104.22%	39 0.034%	21
Amazon Aurora	765	Down -158 places-158	£60,000	-15.78%	36 0.032%	78
MariaDB	766	Down -118 places-118	£47,500	+35.71%	35 0.031%	20