Contract Database & BI Statistics in the North West

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

There is a choice between 3 and 6 months to 4 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 74

Contract Job Market Index
Description	Rank 6 Months to 4 Nov 2026	Rank YoY Change	Median Daily Rate	Median Daily Rate YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Power BI	63	Up 3 places+3	£450	+5.88%	144 3.60%	72
SQL Server	91	No change0	£480	+7.26%	96 2.40%	35
Data Warehouse	129	Down 24 places-24	£506	+1.25%	55 1.38%	26
Relational Database	137	Down 40 places-40	£600	+60.53%	47 1.18%	14
MySQL	137	Down 25 places-25	£523	+16.11%	47 1.18%	11
NoSQL	144	Down 29 places-29	£600	+16.78%	40 1.00%	11
MongoDB	146	Down 30 places-30	£438	-7.89%	38 0.95%	25
Oracle Database	151	Down 29 places-29	£613	+41.45%	33 0.83%	3
PostgreSQL	151	Down 50 places-50	£523	+10.58%	33 0.83%	19
Metadata	155	Down 31 places-31	£625	+39.66%	29 0.73%	14
Data Lake	156	Down 35 places-35	£500	+25.00%	28 0.70%	11
SQL Server Integration Services	158	New entry-	£470	-	26 0.65%	6
RDBMS	159	Down 32 places-32	£625	+55.47%	25 0.63%	1
BigQuery	162	Down 42 places-42	£500	+17.64%	22 0.55%	16
Amazon Redshift	167	Down 35 places-35	£475	+25.82%	17 0.43%	6
Power Query	167	Down 37 places-37	£438	+10.88%	17 0.43%
Oracle Exadata	169	New entry-	£650	-	15 0.38%
Tableau	169	Down 50 places-50	£450	-4.25%	15 0.38%	30
DynamoDB	169	Down 52 places-52	£550	+4.26%	15 0.38%	4
Semantic Layer	172	New entry-	£438	-	12 0.30%	5
Looker	174	Down 44 places-44	£463	+45.09%	10 0.25%	11
EDMS	175	New entry-	£300	-	9 0.23%
SQL Server Reporting Services	175	Down 44 places-44	£470	+4.44%	9 0.23%	4
Delta Lake	176	Down 42 places-42	£680	+52.80%	8 0.20%	3
Snowflake Schema	177	Down 49 places-49	£525	+52.06%	7 0.18%
Star Schema	178	Down 41 places-41	£563	+12.50%	6 0.15%
SAP HANA	178	Down 51 places-51	£620	-12.05%	6 0.15%	2
SQL Server Analysis Services	178	New entry-	£485	-	6 0.15%
Azure SQL Database	179	Down 49 places-49	£381	-15.33%	5 0.13%	19
SAP BW	179	Down 43 places-43	£611	+22.10%	5 0.13%	1
Big Data	179	Down 52 places-52	£513	+2.50%	5 0.13%	2
Amazon RDS	179	Down 58 places-58	£525	+10.52%	5 0.13%	21
Elasticsearch	179	Down 43 places-43	£556	+49.32%	5 0.13%	4
Db2	180	Down 53 places-53	£307	-31.31%	4 0.10%	1
PowerCenter	180	New entry-	£575	-	4 0.10%
Ataccama	180	New entry-	£425	-	4 0.10%	1
Azure SQL Data Warehouse	180	Down 42 places-42	-	-	4 0.10%	1
DataStage	180	New entry-	£307	-	4 0.10%
Sybase ASE	180	New entry-	-	-	4 0.10%
Amazon Athena	180	Down 44 places-44	£565	-13.15%	4 0.10%	4
SAS Visual Analytics	180	New entry-	£402	-	4 0.10%
Apache Iceberg	181	New entry-	£700	-	3 0.075%	4
Base SAS	181	New entry-	£402	-	3 0.075%
Qlik Sense	182	Down 45 places-45	£424	-5.83%	2 0.050%
Oracle Reports	182	Down 46 places-46	-	-	2 0.050%	2
Oracle Database 12c	182	Down 44 places-44	£525	+40.00%	2 0.050%
Hadoop	182	Down 49 places-49	-	-	2 0.050%	3
Oracle BI Publisher	182	Down 45 places-45	-	-	2 0.050%
Data Vault	182	Down 45 places-45	£375	-6.25%	2 0.050%
Pinecone	182	Down 47 places-47	£545	+32.12%	2 0.050%	5