Database & Business Intelligence Statistics

Permanent Job Market Index

Description	Rank 6 Months to 19 Oct 2026	Rank YoY Change	Median Salary	Median Salary YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Power BI	91	Down 21 places-21	£55,000	-	2,342 1.96%	1,794
SQL Server	138	Down 55 places-55	£57,500	+4.54%	1,615 1.35%	1,024
PostgreSQL	253	Down 26 places-26	£69,310	-7.58%	890 0.74%	1,095
MongoDB	261	Up 69 places+69	£57,500	-17.85%	860 0.72%	396
Azure SQL Database	270	Up 205 places+205	£57,500	-8.17%	823 0.69%	185
Data Warehouse	286	Down 90 places-90	£70,000	+3.70%	772 0.64%	809
Relational Database	368	Down 107 places-107	£55,000	-4.34%	589 0.49%	754
Metadata	373	Down 12 places-12	£75,000	+20.00%	575 0.48%	631
MySQL	377	Down 114 places-114	£55,000	-	566 0.47%	428
Tableau	380	Down 130 places-130	£55,000	+4.76%	563 0.47%	612
NoSQL	422	Down 132 places-132	£70,000	-	489 0.41%	525
Data Lake	453	Down 194 places-194	£75,000	-11.76%	431 0.36%	411
Elasticsearch	510	Down 29 places-29	£60,000	-7.69%	340 0.28%	248
Big Data	530	Down 105 places-105	£72,500	+3.57%	314 0.26%	376
Amazon RDS	531	Down 135 places-135	£63,750	-8.92%	313 0.26%	274
Redis	603	Down 36 places-36	£75,000	+9.09%	229 0.19%	291
DynamoDB	614	Down 135 places-135	£67,500	-4.92%	217 0.18%	194
BigQuery	620	Down 105 places-105	£70,000	+27.27%	211 0.18%	414
SQL Server Reporting Services	622	Down 159 places-159	£55,000	-	209 0.17%	98
GIS	663	Down 136 places-136	£42,750	-11.16%	168 0.14%	169
Amazon Redshift	665	Down 151 places-151	£80,000	+14.28%	166 0.14%	173
SQL Server Integration Services	666	Down 244 places-244	£62,500	+13.63%	165 0.14%	122
Looker	667	Down 158 places-158	£49,500	-10.00%	164 0.14%	286
Power Query	678	Down 131 places-131	£51,500	-6.36%	153 0.13%	117
Delta Lake	705	Down 108 places-108	£77,500	+19.23%	126 0.11%	111
Semantic Layer	709	Down 68 places-68	£75,000	+3.44%	122 0.10%	176
Amazon Athena	714	Down 256 places-256	£70,000	-46.15%	117 0.098%	83
Oracle Database	724	Down 193 places-193	£55,000	-	107 0.089%	145
Star Schema	724	Down 88 places-88	£75,000	+11.11%	107 0.089%	65
Electronic Patient Records	734	Down 136 places-136	£62,500	-10.71%	97 0.081%	144
Oracle Reports	748	Down 184 places-184	£63,076	+20.14%	83 0.069%	108
Geospatial Data	756	Down 158 places-158	£65,000	+35.07%	75 0.063%	96
Data Vault	768	Down 153 places-153	£90,000	-5.26%	63 0.053%	46
SAP HANA	768	Down 163 places-163	£70,000	+13.73%	63 0.053%	64
Hadoop	769	Down 210 places-210	£80,000	+6.66%	62 0.052%	96
Data Mining	772	Down 256 places-256	£71,250	+78.12%	59 0.049%	128
SQL Server Analysis Services	774	Down 195 places-195	£57,500	-17.85%	57 0.048%	39
Db2	776	Down 182 places-182	£70,000	-17.64%	55 0.046%	46
Amazon Aurora	779	Down 180 places-180	£65,000	-10.34%	52 0.043%	89
Snowflake Schema	779	Down 168 places-168	£85,000	-2.85%	52 0.043%	64
Spark SQL	783	Down 167 places-167	£62,500	+13.63%	48 0.040%	52
SAP BW	783	Down 252 places-252	£64,166	-11.49%	48 0.040%	48
BusinessObjects	784	Down 231 places-231	£65,000	+22.06%	47 0.039%	39
EDRMS	787	Down 151 places-151	£72,500	+95.94%	44 0.037%	17
Metabase	788	Down 140 places-140	£95,000	+5.55%	43 0.036%	24
Pinecone	788	Down 144 places-144	£70,000	-36.36%	43 0.036%	50
RDBMS	789	Down 249 places-249	£72,500	-3.97%	42 0.035%	64
Amazon QuickSight	790	Down 157 places-157	£62,500	-24.24%	41 0.034%	29
Crystal Reports	792	Down 189 places-189	£45,000	-10.00%	39 0.033%	17
Enterprise Data Warehouse	793	Down 149 places-149	£75,000	+16.73%	38 0.032%	36