Database & Business Intelligence Statistics

Permanent Job Market Index

Description	Rank 6 Months to 31 Aug 2026	Rank YoY Change	Median Salary	Median Salary YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Power BI	65	Up 6 places+6	£55,000	-	2,602 2.37%	1,238
SQL Server	123	Down -50 places-50	£57,500	-	1,662 1.51%	514
Tableau	201	Up 80 places+80	£54,500	-0.90%	1,051 0.96%	474
MongoDB	258	Up 69 places+69	£57,500	-14.81%	807 0.73%	369
PostgreSQL	262	Down -30 places-30	£69,305	-7.59%	784 0.71%	611
Azure SQL Database	272	Up 231 places+231	£57,500	-4.16%	752 0.68%	219
Data Warehouse	276	Down -62 places-62	£65,000	-3.70%	737 0.67%	422
MySQL	335	Down -78 places-78	£55,000	+4.76%	593 0.54%	202
Relational Database	375	Down -100 places-100	£57,500	-7.25%	506 0.46%	412
Metadata	383	Up 7 places+7	£70,000	+7.69%	492 0.45%	341
NoSQL	384	Down -96 places-96	£70,000	-	490 0.45%	316
Data Lake	395	Down -144 places-144	£80,000	-1.84%	469 0.43%	250
Elasticsearch	482	Down -21 places-21	£60,000	-6.25%	326 0.30%	188
Big Data	507	Down -109 places-109	£72,500	+7.40%	292 0.27%	241
Amazon RDS	507	Down -87 places-87	£65,000	+2.36%	292 0.27%	148
DynamoDB	549	Down -44 places-44	£70,000	-	244 0.22%	112
BigQuery	559	Down -39 places-39	£66,722	+11.20%	234 0.21%	203
SQL Server Reporting Services	581	Down -121 places-121	£55,000	-	212 0.19%	44
Redis	614	Down -22 places-22	£77,500	+19.23%	179 0.16%	179
SQL Server Integration Services	616	Down -192 places-192	£60,000	+9.09%	177 0.16%	64
Amazon Redshift	617	Down -72 places-72	£78,500	+4.66%	176 0.16%	81
Looker	634	Down -72 places-72	£52,500	-12.50%	159 0.14%	132
Power Query	661	Down -76 places-76	£50,000	-12.28%	132 0.12%	86
GIS	667	Down -110 places-110	£42,500	-10.52%	126 0.11%	123
Delta Lake	678	Down -43 places-43	£85,000	+41.66%	115 0.10%	89
Oracle Database	682	Down -90 places-90	£55,000	-8.33%	111 0.10%	64
Semantic Layer	691	Down -17 places-17	£75,000	+7.14%	102 0.093%	58
Amazon Athena	691	Down -232 places-232	£73,750	-35.86%	102 0.093%	37
Electronic Patient Records	694	Down -68 places-68	£63,250	-9.64%	99 0.090%	132
Star Schema	695	Down -23 places-23	£65,000	+44.44%	98 0.089%	40
Geospatial Data	723	Down -77 places-77	£70,000	+45.46%	70 0.064%	76
SAP HANA	725	Down -80 places-80	£70,000	+16.66%	68 0.062%	15
Data Vault	728	Down -68 places-68	£92,500	+27.58%	65 0.059%	18
Data Mining	731	Down -169 places-169	£40,000	-27.27%	62 0.056%	128
Snowflake Schema	731	Down -77 places-77	£85,000	+13.33%	62 0.056%	41
Hadoop	732	Down -151 places-151	£80,000	+6.66%	61 0.056%	48
Oracle Reports	734	Down -144 places-144	£58,484	+16.96%	59 0.054%	58
SQL Server Analysis Services	739	Down -123 places-123	£60,000	-14.28%	54 0.049%	13
Db2	741	Down -117 places-117	£70,000	-	52 0.047%	33
Crystal Reports	741	Down -97 places-97	£42,500	-15.00%	52 0.047%	7
SAP BW	742	Down -169 places-169	£70,000	-3.44%	51 0.046%	21
Spark SQL	743	Down -91 places-91	£80,000	+45.45%	50 0.046%	19
Metabase	746	Down -65 places-65	£86,725	+73.45%	47 0.043%	7
RDBMS	748	Down -200 places-200	£64,809	-11.22%	45 0.041%	35
BusinessObjects	748	Down -147 places-147	£42,000	-18.04%	45 0.041%	20
Pinecone	749	Down -70 places-70	£87,500	-20.45%	44 0.040%	34
MariaDB	755	Down -85 places-85	£52,500	+10.52%	38 0.035%	10
Amazon QuickSight	756	Down -81 places-81	£62,500	-24.24%	37 0.034%	12
Flink	761	Down -85 places-85	£105,000	+26.12%	32 0.029%	57
EDRMS	761	Down -83 places-83	£72,500	+100.00%	32 0.029%	10