Contract Database & BI Statistics in England

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

There is a choice between 3 and 6 months to 25 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 96

Contract Job Market Index
Description	Rank 6 Months to 25 Oct 2026	Rank YoY Change	Median Daily Rate	Median Daily Rate YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Power BI	69	Down 9 places-9	£500	+5.26%	1,631 3.51%	1,504
SQL Server	140	Down 18 places-18	£500	+1.01%	963 2.08%	861
Data Warehouse	149	Up 5 places+5	£500	-0.09%	922 1.99%	709
Metadata	187	Up 77 places+77	£550	+2.32%	740 1.59%	576
PostgreSQL	200	Down 84 places-84	£513	-2.38%	685 1.48%	940
Relational Database	255	Down 77 places-77	£510	+7.36%	496 1.07%	645
Data Lake	259	Down 28 places-28	£550	-8.33%	487 1.05%	354
NoSQL	322	Down 115 places-115	£520	+4.00%	367 0.79%	442
MongoDB	335	Down 83 places-83	£488	-7.14%	347 0.75%	339
Oracle Database	337	Down 69 places-69	£525	+20.00%	344 0.74%	118
Tableau	343	Down 105 places-105	£458	-3.57%	333 0.72%	539
BigQuery	367	Down 26 places-26	£528	+0.47%	300 0.65%	390
MySQL	396	Down 86 places-86	£500	+17.64%	261 0.56%	377
Amazon RDS	404	Down 86 places-86	£540	+8.00%	249 0.54%	244
Delta Lake	464	Down 29 places-29	£539	-2.09%	178 0.38%	96
Big Data	465	Down 163 places-163	£500	-4.76%	177 0.38%	330
DynamoDB	465	Down 77 places-77	£500	-	177 0.38%	171
Amazon Redshift	473	Down 55 places-55	£515	+8.42%	168 0.36%	158
Power Query	476	Down 63 places-63	£459	+7.94%	164 0.35%	82
Azure SQL Database	479	Down 91 places-91	£550	+10.00%	161 0.35%	159
SQL Server Integration Services	498	Down 76 places-76	£510	-2.85%	142 0.31%	105
Amazon Athena	508	Down 115 places-115	£515	-31.33%	132 0.28%	73
Oracle Reports	509	Down 137 places-137	£525	-2.77%	131 0.28%	83
Redis	511	Down 108 places-108	£550	+15.48%	129 0.28%	270
Elasticsearch	513	Down 91 places-91	£500	-9.09%	127 0.27%	207
Looker	521	Down 62 places-62	£513	+6.21%	119 0.26%	283
Snowflake Schema	543	Down 84 places-84	£600	+14.28%	97 0.21%	62
GIS	549	Down 126 places-126	£525	+16.02%	91 0.20%	159
Star Schema	550	Down 75 places-75	£525	-4.54%	90 0.19%	49
Semantic Layer	552	Down 35 places-35	£550	-	88 0.19%	158
Pentaho	554	Down 71 places-71	£470	-10.47%	86 0.19%	12
RDBMS	555	Down 125 places-125	£565	+2.72%	85 0.18%	53
SQL Server Reporting Services	558	Down 122 places-122	£525	+16.66%	82 0.18%	74
Neo4j	558	Down 51 places-51	£601	+11.72%	82 0.18%	74
Amazon Aurora	564	Down 108 places-108	£533	+6.50%	76 0.16%	74
Enterprise Data Warehouse	566	Down 56 places-56	£615	+17.14%	74 0.16%	35
Db2	571	Down 142 places-142	£500	+11.11%	69 0.15%	43
BusinessObjects	571	Down 76 places-76	£457	-6.35%	69 0.15%	30
SAP HANA	572	Down 145 places-145	£525	-20.75%	68 0.15%	54
Data Vault	578	Down 102 places-102	£550	-8.33%	62 0.13%	35
Oracle BI Publisher	579	Down 118 places-118	£573	-4.58%	61 0.13%	30
Hadoop	583	Down 195 places-195	£625	+31.57%	57 0.12%	87
Flink	586	Down 75 places-75	£575	-2.12%	54 0.12%	84
Geospatial Data	589	Down 105 places-105	£475	+4.45%	51 0.11%	89
Spark SQL	593	Down 89 places-89	£488	+2.63%	47 0.10%	49
Parquet	593	Down 85 places-85	£520	+4.00%	47 0.10%	55
SAP BW	595	Down 119 places-119	£420	-26.95%	45 0.097%	32
Apache Iceberg	598	Down 149 places-149	£534	-28.83%	42 0.091%	71
Apache Cassandra	599	Down 169 places-169	£438	-27.98%	41 0.088%	38
Electronic Patient Records	601	Down 119 places-119	£450	+6.50%	39 0.084%	140