Database & Business Intelligence Statistics

Permanent Job Market Index

Description	Rank 6 Months to 28 Sep 2026	Rank YoY Change	Median Salary	Median Salary YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Power BI	78	Down -7 places-7	£55,000	-	2,460 2.09%	2,528
SQL Server	134	Down -53 places-53	£55,000	-4.34%	1,628 1.39%	1,033
PostgreSQL	264	Down -24 places-24	£69,305	-7.59%	820 0.70%	1,070
MongoDB	269	Up 63 places+63	£57,500	-17.85%	794 0.68%	419
Azure SQL Database	287	Up 216 places+216	£57,500	-4.16%	754 0.64%	165
Tableau	288	Down -19 places-19	£55,000	-	753 0.64%	832
Data Warehouse	298	Down -87 places-87	£65,000	-3.70%	722 0.61%	890
MySQL	361	Down -83 places-83	£55,000	-	559 0.48%	429
Metadata	365	Up 8 places+8	£70,000	+12.00%	547 0.47%	725
Relational Database	368	Down -87 places-87	£57,500	-4.16%	542 0.46%	761
NoSQL	399	Down -101 places-101	£70,000	-	493 0.42%	563
Data Lake	431	Down -173 places-173	£75,000	-11.76%	431 0.37%	472
Elasticsearch	517	Down -54 places-54	£60,000	-6.25%	308 0.26%	253
Big Data	530	Down -106 places-106	£72,500	+3.57%	290 0.25%	449
Amazon RDS	532	Down -112 places-112	£65,000	+3.17%	288 0.25%	269
DynamoDB	580	Down -82 places-82	£69,000	-1.42%	233 0.20%	216
SQL Server Reporting Services	593	Down -121 places-121	£55,000	-	220 0.19%	110
BigQuery	602	Down -63 places-63	£66,750	+21.36%	211 0.18%	468
Redis	606	Down -5 places-5	£75,000	+15.38%	207 0.18%	305
SQL Server Integration Services	644	Down -223 places-223	£60,000	+9.09%	167 0.14%	116
Amazon Redshift	654	Down -114 places-114	£78,500	+8.27%	157 0.13%	178
GIS	658	Down -101 places-101	£42,500	-10.52%	153 0.13%	289
Looker	660	Down -106 places-106	£49,750	-17.08%	151 0.13%	403
Power Query	672	Down -90 places-90	£51,356	-6.62%	139 0.12%	167
Delta Lake	692	Down -63 places-63	£82,000	+33.87%	119 0.10%	149
Semantic Layer	700	Down -31 places-31	£75,000	+7.14%	111 0.095%	168
Amazon Athena	701	Down -244 places-244	£70,000	-46.15%	110 0.094%	84
Oracle Database	703	Down -129 places-129	£55,000	-	108 0.092%	147
Star Schema	706	Down -42 places-42	£75,000	+25.00%	105 0.089%	73
Electronic Patient Records	708	Down -84 places-84	£61,250	-12.50%	103 0.088%	210
Geospatial Data	732	Down -102 places-102	£70,000	+45.46%	79 0.067%	123
Oracle Reports	735	Down -146 places-146	£63,076	+26.15%	76 0.065%	100
SAP HANA	741	Down -107 places-107	£70,000	+13.73%	70 0.060%	66
Hadoop	746	Down -165 places-165	£80,000	+6.66%	65 0.055%	110
Data Vault	748	Down -101 places-101	£90,000	+9.09%	63 0.054%	29
Data Mining	755	Down -184 places-184	£61,250	+48.48%	56 0.048%	158
SAP BW	755	Down -196 places-196	£70,000	-3.44%	56 0.048%	50
SQL Server Analysis Services	757	Down -150 places-150	£55,000	-21.42%	54 0.046%	38
Spark SQL	761	Down -115 places-115	£70,000	+27.27%	50 0.043%	46
BusinessObjects	764	Down -173 places-173	£65,000	+23.80%	47 0.040%	40
Snowflake Schema	765	Down -122 places-122	£85,000	-2.85%	46 0.039%	76
Crystal Reports	766	Down -134 places-134	£43,750	-12.50%	45 0.038%	9
Db2	767	Down -141 places-141	£70,000	-11.11%	44 0.038%	50
Amazon QuickSight	768	Down -103 places-103	£62,500	-24.24%	43 0.037%	34
EDRMS	768	Down -98 places-98	£72,500	+100.00%	43 0.037%	20
Pinecone	768	Down -94 places-94	£87,500	-20.45%	43 0.037%	50
Metabase	769	Down -90 places-90	£95,000	-	42 0.036%	33
RDBMS	770	Down -213 places-213	£72,500	-3.97%	41 0.035%	61
Amazon Aurora	771	Down -147 places-147	£62,500	-3.84%	40 0.034%	80
Flink	778	Down -106 places-106	£105,000	-	33 0.028%	107