The following table provides summary statistics for contract job vacancies advertised in Liverpool with a requirement for Data Warehouse skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Warehouse over the 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Warehousing
Merseyside / Liverpool
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 30 30 19
Rank change year-on-year 0 -11  
Contract jobs citing Data Warehouse 9 6 15
As % of all contract IT jobs advertised in Liverpool 3.33% 2.40% 5.70%
As % of the Database & Business Intelligence category 11.54% 6.98% 24.19%
Number of daily rates quoted 7 3 5
Median daily rate £434 £130 £325
Median daily rate % change year-on-year +233.84% -60.00%  
90% offered a daily rate of more than £380 £130 £316
10% offered a daily rate of more than £568 £466 £500
UK excluding London median daily rate £400 £410 £375
% change year-on-year -2.43% +9.33%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £52.00 £20.50 £31.50
% change year-on-year +153.65% -34.92%  

Data Warehouse is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Liverpool with a requirement for database and business intelligence skills.

Contract Database & Business Intelligence Skills
Liverpool
Contract job vacancies with a requirement for database and business intelligence skills 78 86 62
As % of all contract IT job vacancies advertised in Liverpool 28.89% 34.40% 23.57%
Number of daily rates quoted 46 44 31
Median daily rate £414 £328 £325
Median daily rate % change year-on-year +26.33% +0.76%  
90% offered a daily rate of more than £325 £275 £141
10% offered a daily rate of more than £450 £507 £514
UK excluding London median daily rate £400 £383 £350
% change year-on-year +4.57% +9.28%  
Number of hourly rates quoted 1 1 1
Median hourly rate £13.50 £9.00 £18.46
Median hourly rate % change year-on-year +50.00% -51.24%  
UK excluding London median hourly rate £38.00 £30.50 £26.00
% change year-on-year +24.59% +17.30%  

Data Warehouse
Job Vacancy Trend in Liverpool

The job posting trend of jobs advertised in Liverpool citing Data Warehouse as a proportion of all contract or permanent IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Data Warehouse in Liverpool

Data Warehouse
Contractor Daily Rate Trend in Liverpool

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Warehouse in Liverpool.

Contractor daily rate trend for Data Warehouse in Liverpool

Data Warehouse
Contractor Daily Rate Histogram in Liverpool

The daily rate distribution of IT jobs citing Data Warehouse in Liverpool over the 3 months to 25 June 2017.

Contractor daily rate histogram for Data Warehouse in Liverpool

Data Warehouse
Contractor Hourly Rate Trend in Liverpool

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Warehouse in Liverpool.

Contractor hourly rate trend for Data Warehouse in Liverpool

For the 6 months to 25 June 2017, IT contractor jobs citing Data Warehouse also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Liverpool region with a requirement for Data Warehouse.

1 11 (78.57%) Business Intelligence
2 7 (50.00%) SQL Server
3 5 (35.71%) Data Modelling
3 5 (35.71%) Data Governance
3 5 (35.71%) Data Architecture
4 4 (28.57%) Logical Data Model
4 4 (28.57%) Physical Data Model
4 4 (28.57%) User Experience
4 4 (28.57%) Case Management
4 4 (28.57%) Enterprise Architecture
4 4 (28.57%) CRM
4 4 (28.57%) Data Management
4 4 (28.57%) Service Management
4 4 (28.57%) ETL
4 4 (28.57%) Oracle
4 4 (28.57%) SQL
4 4 (28.57%) IT Strategy
5 3 (21.43%) SQL Server Integration Services
5 3 (21.43%) BusinessObjects Business Intelligence
5 3 (21.43%) SAP
5 3 (21.43%) BusinessObjects
5 3 (21.43%) SAP BW
5 3 (21.43%) Project Management
5 3 (21.43%) Oracle BI EE
6 2 (14.29%) FMCG
6 2 (14.29%) SQL Server Analysis Services
6 2 (14.29%) SQL Server 2014
6 2 (14.29%) Oracle Database 12c
6 2 (14.29%) Microsoft
6 2 (14.29%) DB2

Data Warehouse
Co-occurring IT Skills in Liverpool by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 1 (7.14%) Apache Spark
1 1 (7.14%) SAS
Database & Business Intelligence
1 7 (50.00%) SQL Server
2 3 (21.43%) BusinessObjects
2 3 (21.43%) BusinessObjects Business Intelligence
2 3 (21.43%) Oracle BI EE
2 3 (21.43%) SAP BW
2 3 (21.43%) SQL Server Integration Services
3 2 (14.29%) DB2
3 2 (14.29%) Oracle Database 12c
3 2 (14.29%) SQL Server 2014
3 2 (14.29%) SQL Server Analysis Services
3 2 (14.29%) SQL Server Reporting Services
4 1 (7.14%) Apache Hive
4 1 (7.14%) Big Data
4 1 (7.14%) Hadoop
4 1 (7.14%) Oracle Database
4 1 (7.14%) SQL Server 2008
4 1 (7.14%) SQL Server 2012
General
1 2 (14.29%) Retail
2 1 (7.14%) Banking
Job Titles
1 5 (35.71%) Architect
1 5 (35.71%) Data Architect
1 5 (35.71%) Developer
2 4 (28.57%) Business Intelligence Developer
3 3 (21.43%) SSIS Developer
4 2 (14.29%) Business Developer
4 2 (14.29%) Consultant
4 2 (14.29%) Microsoft BI Developer
4 2 (14.29%) Microsoft Developer
4 2 (14.29%) Oracle BI Developer
4 2 (14.29%) Oracle Developer
4 2 (14.29%) SAP BW Consultant
4 2 (14.29%) SAP Consultant
4 2 (14.29%) SSAS Developer
4 2 (14.29%) SSRS Developer
5 1 (7.14%) Analyst
5 1 (7.14%) ETL Developer
5 1 (7.14%) Solutions Architect
5 1 (7.14%) SQL Developer
5 1 (7.14%) SQL Server Developer
Miscellaneous
1 4 (28.57%) User Experience
2 2 (14.29%) FMCG
Processes & Methodologies
1 11 (78.57%) Business Intelligence
2 5 (35.71%) Data Architecture
2 5 (35.71%) Data Governance
2 5 (35.71%) Data Modelling
3 4 (28.57%) Case Management
3 4 (28.57%) CRM
3 4 (28.57%) Data Management
3 4 (28.57%) Enterprise Architecture
3 4 (28.57%) ETL
3 4 (28.57%) IT Strategy
3 4 (28.57%) Logical Data Model
3 4 (28.57%) Physical Data Model
3 4 (28.57%) Service Management
4 3 (21.43%) Project Management
5 2 (14.29%) Logistics
6 1 (7.14%) Analytics
6 1 (7.14%) Change Data Capture
6 1 (7.14%) Kimball Methodology
6 1 (7.14%) Requirements Analysis
6 1 (7.14%) System Testing
Programming Languages
1 4 (28.57%) SQL
2 1 (7.14%) T-SQL
Vendors
1 4 (28.57%) Oracle
2 3 (21.43%) SAP
3 2 (14.29%) Microsoft
3 2 (14.29%) Teradata