Contract Database & BI Statistics in the UK excluding London

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

There is a choice between 3 and 6 months to 5 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 109

Contract Job Market Index
Description	Rank 6 Months to 5 Nov 2026	Rank YoY Change	Median Daily Rate	Median Daily Rate YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Power BI	78	Up 8 places+8	£458	+1.66%	873 3.09%	583
SQL Server	145	Up 2 places+2	£475	+5.55%	500 1.77%	254
Data Warehouse	175	Up 2 places+2	£475	+2.70%	407 1.44%	182
Metadata	200	Up 72 places+72	£525	+7.39%	349 1.24%	130
PostgreSQL	222	Down 95 places-95	£485	-1.42%	308 1.09%	162
Relational Database	254	Down 93 places-93	£500	+17.64%	253 0.90%	158
Data Lake	272	Up 24 places+24	£500	+11.11%	225 0.80%	71
Oracle Database	288	Down 59 places-59	£540	+20.00%	206 0.73%	42
MongoDB	300	Down 90 places-90	£438	-12.50%	193 0.68%	153
MySQL	319	Down 77 places-77	£480	+14.69%	170 0.60%	92
NoSQL	334	Down 138 places-138	£500	-	155 0.55%	57
Tableau	356	Down 99 places-99	£450	-2.70%	130 0.46%	216
BigQuery	357	Down 16 places-16	£475	-	129 0.46%	45
Oracle Reports	388	Down 85 places-85	£450	-13.46%	97 0.34%	23
Power Query	395	Down 50 places-50	£423	+5.62%	90 0.32%	39
Amazon RDS	395	Down 119 places-119	£477	+0.42%	90 0.32%	66
DynamoDB	396	Down 70 places-70	£460	-8.00%	89 0.31%	27
Azure SQL Database	405	Down 57 places-57	£534	+19.40%	80 0.28%	144
Pentaho	405	Down 42 places-42	£475	-9.52%	80 0.28%	4
GIS	409	Down 81 places-81	£538	+26.47%	76 0.27%	55
Amazon Redshift	414	Down 57 places-57	£470	+6.40%	71 0.25%	26
SQL Server Integration Services	416	Down 50 places-50	£450	-5.26%	69 0.24%	39
Big Data	416	Down 105 places-105	£450	-	69 0.24%	29
Elasticsearch	426	Down 81 places-81	£528	-4.09%	59 0.21%	71
Looker	429	Down 48 places-48	£463	+42.30%	56 0.20%	33
RDBMS	431	Down 86 places-86	£547	+21.44%	54 0.19%	7
Enterprise Data Warehouse	438	Down 42 places-42	£622	+22.86%	47 0.17%	13
Snowflake Schema	438	Down 57 places-57	£563	+38.46%	47 0.17%	16
Star Schema	440	Down 53 places-53	£513	+5.12%	45 0.16%	19
Amazon Athena	440	Down 63 places-63	£429	-8.72%	45 0.16%	20
Delta Lake	441	Down 67 places-67	£479	+0.78%	44 0.16%	28
Db2	442	Down 97 places-97	£500	+11.11%	43 0.15%	9
Geospatial Data	448	Down 64 places-64	£475	+16.92%	37 0.13%	10
Oracle BI Publisher	449	Down 76 places-76	£550	-8.33%	36 0.13%	12
SAP HANA	449	Down 94 places-94	£525	-19.23%	36 0.13%	9
Redis	449	Down 102 places-102	£538	+14.36%	36 0.13%	35
BusinessObjects	449	Down 64 places-64	£481	+6.94%	36 0.13%	11
Semantic Layer	449	Down 52 places-52	£465	-20.85%	36 0.13%	18
Neo4j	452	Down 54 places-54	£550	+5.76%	33 0.12%	5
Amazon Aurora	453	Down 110 places-110	£500	-	32 0.11%	3
SQL Server Reporting Services	454	Down 82 places-82	£500	+25.00%	31 0.11%	36
DataStage	456	Down 65 places-65	£456	-8.75%	29 0.10%	5
Oracle Exadata	457	Down 62 places-62	£638	+34.21%	28 0.099%	2
Data Mining	457	Down 86 places-86	£427	-15.96%	28 0.099%	113
EDMS	458	Down 66 places-66	£338	-32.50%	27 0.096%
Base SAS	460	New entry-	£622	-	25 0.089%
Flink	460	Down 60 places-60	£492	-	25 0.089%	10
SAP BW	461	Down 83 places-83	£401	-22.08%	24 0.085%	7
MS Access	463	Down 71 places-71	£475	-24.60%	22 0.078%	11
Parquet	463	Down 71 places-71	£463	+15.62%	22 0.078%	5