Contract Database & BI Statistics in Yorkshire

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

There is a choice between 3 and 6 months to 1 November 2026 with year-over-year comparisons.

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

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Results 1 - 50 of 80

Contract Job Market Index
Description	Rank 6 Months to 1 Nov 2026	Rank YoY Change	Median Daily Rate	Median Daily Rate YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Power BI	79	Down 27 places-27	£445	+18.66%	90 3.18%	50
SQL Server	98	Down 12 places-12	£450	+9.09%	67 2.37%	28
Metadata	104	Up 12 places+12	£500	-4.76%	61 2.15%	13
PostgreSQL	116	Down 63 places-63	£529	+5.70%	49 1.73%	13
Data Warehouse	119	Down 14 places-14	£454	-4.42%	46 1.62%	17
BigQuery	137	Down 29 places-29	£450	+33.33%	28 0.99%	15
MongoDB	139	Down 60 places-60	£400	-28.88%	26 0.92%	18
Data Lake	140	Down 29 places-29	£469	-18.47%	25 0.88%	10
Relational Database	141	Down 55 places-55	£481	-3.84%	24 0.85%	11
Neo4j	141	New entry-	£563	-	24 0.85%	1
Big Data	145	Down 26 places-26	£500	-	20 0.71%	2
Amazon RDS	148	Down 36 places-36	£500	-	17 0.60%	3
Tableau	148	Down 46 places-46	£425	+26.86%	17 0.60%	15
NoSQL	149	Down 93 places-93	£550	+6.28%	16 0.57%	8
Db2	150	Down 32 places-32	£500	+26.58%	15 0.53%	2
Oracle Database	150	Down 46 places-46	£450	-6.25%	15 0.53%	3
DynamoDB	153	Down 40 places-40	£500	-	12 0.42%	2
MySQL	155	Down 53 places-53	£200	-53.75%	10 0.35%	7
Delta Lake	155	Down 39 places-39	£491	-8.60%	10 0.35%	5
Redis	156	Down 41 places-41	£575	+47.43%	9 0.32%	2
Semantic Layer	157	New entry-	£450	-	8 0.28%	4
Spark SQL	158	Down 37 places-37	£538	-10.41%	7 0.25%	6
Electronic Patient Records	158	Down 41 places-41	£450	+190.32%	7 0.25%	2
Star Schema	158	Down 38 places-38	£450	-10.00%	7 0.25%	4
Amazon Redshift	158	Down 44 places-44	£525	+23.52%	7 0.25%	3
SAP HANA	158	Down 41 places-41	£200	-69.23%	7 0.25%
TigerGraph	159	New entry-	£463	-	6 0.21%	1
Trino	159	New entry-	£505	-	6 0.21%
JanusGraph	159	New entry-	£463	-	6 0.21%	1
Enterprise Data Warehouse	159	Down 38 places-38	£438	-	6 0.21%	1
Elasticsearch	160	New entry-	£363	-	5 0.18%	11
RDBMS	160	Down 48 places-48	£555	+0.81%	5 0.18%
BusinessObjects	160	Down 39 places-39	£519	-1.19%	5 0.18%
Metadata Repository	160	New entry-	£400	-	5 0.18%
Power Query	160	Down 58 places-58	£474	+27.41%	5 0.18%	4
Parquet	160	Down 38 places-38	£575	-	5 0.18%	2
Looker	160	Down 43 places-43	£420	+51.35%	5 0.18%	9
Amazon Athena	160	Down 40 places-40	£500	-16.66%	5 0.18%
Azure SQL Database	161	Down 41 places-41	£490	+8.88%	4 0.14%	11
Hadoop	161	Down 49 places-49	£471	-0.78%	4 0.14%	2
ArangoDB	161	New entry-	£463	-	4 0.14%	1
SAP BW	161	Down 41 places-41	£400	-30.43%	4 0.14%	2
GIS	161	Down 46 places-46	£488	-16.66%	4 0.14%	3
Hazelcast	162	New entry-	-	-	3 0.11%
PowerCenter	162	New entry-	£575	-	3 0.11%
ZAP BI	162	New entry-	£545	-	3 0.11%
SQL Server Reporting Services	162	Down 42 places-42	£400	-20.00%	3 0.11%	6
Apache Cassandra	163	New entry-	£200	-	2 0.071%	1
Crystal Reports	163	New entry-	£500	-	2 0.071%	1
Pentaho	163	New entry-	-	-	2 0.071%