Database & Business Intelligence Statistics

Use this option to select the period over which the statistics are calculated.

There is a choice between 3 and 6 months to 9 November 2026 with year-over-year comparisons.

Exclude

Use this option to exclude results with historical job ad aggregates falling below the selected threshold during the period.

When used in combination with column sorting, this option can be used to display results of greater statistical significance.

Results 1 - 50 of 78

Permanent Job Market Index
Description	Rank 6 Months to 9 Nov 2026	Rank YoY Change	Median Salary	Median Salary YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Power BI	92	Down 24 places-24	£55,000	-	2,324 1.89%	2,017
SQL Server	150	Down 55 places-55	£57,500	+4.54%	1,578 1.28%	1,131
PostgreSQL	258	Down 30 places-30	£70,000	-5.15%	885 0.72%	1,253
Data Warehouse	293	Down 92 places-92	£65,000	-3.70%	770 0.63%	921
MongoDB	293	Up 44 places+44	£60,000	-14.28%	770 0.63%	444
Azure SQL Database	296	Up 141 places+141	£57,500	-11.53%	755 0.61%	181
Metadata	352	Up 13 places+13	£75,000	+16.55%	620 0.50%	709
Relational Database	352	Down 94 places-94	£57,500	-	620 0.50%	849
MySQL	398	Down 139 places-139	£57,500	+4.54%	531 0.43%	539
Tableau	408	Down 167 places-167	£55,000	+10.00%	512 0.42%	762
NoSQL	415	Down 124 places-124	£70,000	-	499 0.41%	531
Data Lake	452	Down 184 places-184	£75,000	-11.76%	436 0.35%	479
Elasticsearch	527	Down 50 places-50	£60,000	-7.69%	319 0.26%	284
Amazon RDS	529	Down 154 places-154	£65,000	-10.34%	316 0.26%	306
Big Data	531	Down 118 places-118	£72,500	+3.57%	314 0.26%	417
Redis	603	Down 57 places-57	£75,000	+1.62%	230 0.19%	307
GIS	624	Down 108 places-108	£42,000	-12.72%	206 0.17%	220
DynamoDB	632	Down 157 places-157	£67,500	-	198 0.16%	194
BigQuery	640	Down 128 places-128	£70,000	+27.27%	190 0.15%	461
SQL Server Reporting Services	642	Down 200 places-200	£55,000	-	188 0.15%	95
Looker	658	Down 155 places-155	£52,750	-4.09%	172 0.14%	301
SQL Server Integration Services	664	Down 236 places-236	£62,500	+13.63%	166 0.13%	142
Amazon Redshift	666	Down 150 places-150	£81,250	+25.00%	164 0.13%	188
Power Query	667	Down 143 places-143	£51,356	-3.10%	163 0.13%	136
Delta Lake	694	Down 100 places-100	£80,000	+23.07%	136 0.11%	147
Semantic Layer	706	Down 67 places-67	£75,000	+3.44%	124 0.10%	190
Oracle Database	708	Down 206 places-206	£56,536	-2.10%	122 0.099%	150
Amazon Athena	709	Down 236 places-236	£70,000	-46.15%	121 0.098%	98
Star Schema	724	Down 87 places-87	£75,000	+7.14%	106 0.086%	59
Electronic Patient Records	732	Down 135 places-135	£57,500	-17.85%	98 0.080%	179
Geospatial Data	740	Down 147 places-147	£65,000	+35.07%	90 0.073%	111
Oracle Reports	748	Down 192 places-192	£63,076	+14.68%	82 0.067%	101
Data Vault	765	Down 154 places-154	£97,500	+2.63%	65 0.053%	35
Hadoop	768	Down 213 places-213	£80,000	+6.66%	62 0.050%	99
SAP HANA	768	Down 162 places-162	£70,000	+9.29%	62 0.050%	57
Db2	770	Down 172 places-172	£70,000	-17.64%	60 0.049%	63
SQL Server Analysis Services	770	Down 189 places-189	£58,500	-16.42%	60 0.049%	42
Data Mining	772	Down 269 places-269	£70,000	+75.00%	58 0.047%	135
Amazon Aurora	772	Down 169 places-169	£65,000	-10.34%	58 0.047%	93
Snowflake Schema	779	Down 173 places-173	£85,000	-2.85%	51 0.041%	85
Spark SQL	780	Down 164 places-164	£62,500	+28.20%	50 0.041%	61
Enterprise Data Warehouse	785	Down 139 places-139	£75,000	+16.73%	45 0.037%	32
EDRMS	786	Down 153 places-153	£72,500	+95.94%	44 0.036%	17
BusinessObjects	787	Down 228 places-228	£64,557	+17.37%	43 0.035%	47
Metabase	787	Down 140 places-140	£95,000	+5.55%	43 0.035%	36
Pinecone	787	Down 143 places-143	£70,000	-36.36%	43 0.035%	60
RDBMS	788	Down 243 places-243	£80,000	+8.84%	42 0.034%	71
Amazon QuickSight	789	Down 155 places-155	£62,500	-19.35%	41 0.033%	32
Parquet	792	Down 156 places-156	£65,000	+8.33%	38 0.031%	69
EDMS	793	Down 144 places-144	£45,000	-	37 0.030%	6