Contract Database & BI Statistics

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

There is a choice between 3 and 6 months to 29 October 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 100

Contract Job Market Index
Description	Rank 6 Months to 29 Oct 2026	Rank YoY Change	Median Daily Rate	Median Daily Rate YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Power BI	73	Down 11 places-11	£500	+5.26%	1,910 3.49%	455
SQL Server	135	Down 11 places-11	£500	+0.90%	1,145 2.09%	270
Data Warehouse	151	Down 1 place-1	£510	+2.00%	1,084 1.98%	170
Metadata	186	Up 82 places+82	£550	+2.32%	889 1.62%	141
PostgreSQL	189	Down 73 places-73	£513	-2.38%	881 1.61%	187
Data Lake	248	Down 11 places-11	£540	-6.08%	616 1.12%	74
Relational Database	249	Down 76 places-76	£505	+6.31%	613 1.12%	163
MongoDB	319	Down 78 places-78	£500	-2.43%	463 0.85%	65
NoSQL	334	Down 132 places-132	£525	+5.00%	430 0.79%	80
Oracle Database	337	Down 63 places-63	£535	+18.88%	419 0.77%	39
Tableau	361	Down 119 places-119	£458	-3.57%	382 0.70%	113
MySQL	381	Down 87 places-87	£510	+20.00%	349 0.64%	81
BigQuery	382	Down 32 places-32	£538	+7.50%	348 0.64%	49
Amazon RDS	401	Down 99 places-99	£540	+5.88%	321 0.59%	66
DynamoDB	456	Down 55 places-55	£511	+1.23%	247 0.45%	26
Azure SQL Database	493	Down 101 places-101	£545	+9.00%	206 0.38%	58
Delta Lake	494	Down 30 places-30	£537	-2.36%	205 0.37%	21
Big Data	502	Down 188 places-188	£500	-4.76%	197 0.36%	45
Power Query	506	Down 65 places-65	£438	+3.05%	192 0.35%	37
Amazon Redshift	508	Down 77 places-77	£528	+11.05%	190 0.35%	24
Oracle Reports	522	Down 149 places-149	£527	+5.40%	175 0.32%	25
SQL Server Integration Services	522	Down 73 places-73	£525	+2.43%	175 0.32%	39
Elasticsearch	529	Down 98 places-98	£500	-9.09%	167 0.31%	38
Redis	535	Down 103 places-103	£536	+12.54%	160 0.29%	47
Amazon Athena	538	Down 124 places-124	£513	-21.15%	157 0.29%	17
Looker	560	Down 66 places-66	£515	+8.42%	135 0.25%	39
Snowflake Schema	565	Down 75 places-75	£563	+8.95%	130 0.24%	9
Amazon Aurora	571	Down 123 places-123	£539	+7.26%	122 0.22%	12
GIS	579	Down 146 places-146	£515	+13.18%	114 0.21%	41
Semantic Layer	579	Down 22 places-22	£550	+4.76%	114 0.21%	29
Star Schema	580	Down 71 places-71	£513	-6.81%	113 0.21%	11
RDBMS	584	Down 132 places-132	£600	+14.28%	109 0.20%	7
Neo4j	594	Down 48 places-48	£600	+11.62%	99 0.18%	16
SQL Server Reporting Services	601	Down 133 places-133	£525	+12.00%	92 0.17%	30
Db2	605	Down 172 places-172	£507	+6.73%	88 0.16%	14
Pentaho	606	Down 83 places-83	£475	-9.52%	87 0.16%	6
SAP HANA	606	Down 164 places-164	£534	-21.44%	87 0.16%	13
Enterprise Data Warehouse	614	Down 64 places-64	£600	+14.28%	79 0.14%	10
Oracle BI Publisher	617	Down 130 places-130	£550	-5.57%	76 0.14%	12
Data Vault	618	Down 107 places-107	£550	-8.33%	75 0.14%	12
BusinessObjects	619	Down 84 places-84	£450	-7.69%	74 0.14%	8
Hadoop	626	Down 211 places-211	£600	+26.31%	67 0.12%	9
Geospatial Data	632	Down 119 places-119	£480	-2.04%	61 0.11%	21
Flink	636	Down 91 places-91	£550	+7.42%	57 0.10%	17
SAP BW	642	Down 128 places-128	£430	-25.21%	51 0.093%	6
Spark SQL	642	Down 98 places-98	£494	-1.25%	51 0.093%	14
Parquet	642	Down 105 places-105	£520	-0.95%	51 0.093%	9
Apache Iceberg	645	Down 157 places-157	£600	-20.00%	48 0.088%	12
Data Mining	647	Down 142 places-142	£450	-18.18%	46 0.084%	57
DataStage	647	Down 105 places-105	£450	-6.44%	46 0.084%	2