Contract Database & BI Statistics in Manchester

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

There is a choice between 3 and 6 months to 31 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 59

Contract Job Market Index
Description	Rank 6 Months to 31 Oct 2026	Rank YoY Change	Median Daily Rate	Median Daily Rate YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Power BI	50	Down 14 places-14	£475	+18.75%	89 4.35%	21
SQL Server	70	Down 5 places-5	£435	-2.79%	59 2.88%	21
Data Warehouse	88	Down 23 places-23	£500	-	40 1.95%	10
NoSQL	95	Down 32 places-32	£600	+13.74%	33 1.61%	7
MySQL	100	Down 35 places-35	£600	+33.33%	28 1.37%	4
MongoDB	101	Down 36 places-36	£560	+12.00%	27 1.32%	7
Relational Database	102	Down 37 places-37	£490	+8.77%	26 1.27%	6
Data Lake	102	Down 28 places-28	£500	+25.00%	26 1.27%	5
SQL Server Integration Services	104	New entry-	£438	-	24 1.17%	5
BigQuery	106	Down 38 places-38	£500	+17.64%	22 1.07%	6
Metadata	113	Down 38 places-38	£550	+16.09%	15 0.73%	7
DynamoDB	115	Down 51 places-51	£550	+2.08%	13 0.64%	2
Tableau	116	Down 44 places-44	£438	+12.90%	12 0.59%	5
PostgreSQL	116	Down 61 places-61	£525	+10.52%	12 0.59%	11
Oracle Database	117	Down 37 places-37	£425	-7.70%	11 0.54%
Amazon Redshift	117	Down 34 places-34	£500	+39.27%	11 0.54%	5
Looker	118	Down 41 places-41	£463	+45.09%	10 0.49%	3
Power Query	120	Down 40 places-40	£550	+49.15%	8 0.39%
RDBMS	121	Down 43 places-43	£429	-16.29%	7 0.34%	1
Semantic Layer	121	New entry-	£425	-	7 0.34%	2
Delta Lake	121	Down 41 places-41	£613	+37.64%	7 0.34%	3
Elasticsearch	123	New entry-	£556	-	5 0.24%	1
Snowflake Schema	123	Down 46 places-46	£475	+38.08%	5 0.24%
Star Schema	123	New entry-	£600	-	5 0.24%
SQL Server Analysis Services	123	New entry-	£470	-	5 0.24%
SQL Server Reporting Services	123	Down 43 places-43	£470	+4.44%	5 0.24%	2
Db2	124	Down 42 places-42	£307	-31.77%	4 0.20%	2
DataStage	124	New entry-	£307	-	4 0.20%
SAS Visual Analytics	124	New entry-	£402	-	4 0.20%
Azure SQL Database	124	Down 44 places-44	£381	-23.80%	4 0.20%	1
Ataccama	124	New entry-	£425	-	4 0.20%
SAP HANA	125	Down 41 places-41	£550	+10.00%	3 0.15%
Amazon RDS	125	Down 54 places-54	£600	+26.31%	3 0.15%	7
SAP BW	125	Down 41 places-41	£550	+10.00%	3 0.15%	1
Azure SQL Data Warehouse	125	Down 41 places-41	-	-	3 0.15%
DocumentDB	126	Down 47 places-47	£463	-15.90%	2 0.098%
Pinecone	126	New entry-	£545	-	2 0.098%	4
Neo4j	126	Down 42 places-42	£750	+25.00%	2 0.098%
Apache Iceberg	126	New entry-	£725	-	2 0.098%	4
Big Data	126	Down 47 places-47	£600	+3.22%	2 0.098%
Oracle Reports	126	Down 43 places-43	-	-	2 0.098%
Oracle BI Publisher	126	Down 42 places-42	-	-	2 0.098%
Amazon QuickSight	126	New entry-	£675	-	2 0.098%
Spark SQL	126	New entry-	£525	-	2 0.098%
Base SAS	126	New entry-	£398	-	2 0.098%
Data Vault	126	Down 43 places-43	£375	-6.25%	2 0.098%
Apache Arrow	127	New entry-	£750	-	1 0.049%	1
Redis	127	Down 57 places-57	£335	-27.56%	1 0.049%	4
Weaviate	127	New entry-	£340	-	1 0.049%
Chroma	127	New entry-	£340	-	1 0.049%	2