The table below looks at the statistics for Data Warehouse skills in IT contracts advertised for the Liverpool region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Warehouse over the 3 months to 1 October 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
1 Oct 2016
Same period 2015 Same period 2014
Data Warehousing
Rank 20 27 17
Rank change year-on-year
+7 -10
Contract jobs citing Data Warehouse 8 10 14
As % of all contract IT jobs located in Liverpool 3.72% 3.30% 7.07%
As % of the Database & Business Intelligence category 13.79% 12.82% 19.72%
Number of daily rates quoted 5 5 7
Median daily rate £500 £350 £350
Median daily rate % change year-on-year
+42.85% -
90% offered a daily rate of more than £410 £261 £289
10% offered a daily rate of more than £568 £400 £395
UK excluding London median daily rate £400 £400 £370
% change year-on-year
- +8.10%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £44.00 £22.00 £67.00
% change year-on-year
+100.00% -67.16%
Data Warehouse
Merseyside

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in contract jobs advertised in the Liverpool region.

Database & Business Intelligence Category
Liverpool
Contract IT job ads with a match in the
Database & Business Intelligence category
58 78 71
As % of all contract IT jobs located in Liverpool 26.98% 25.74% 35.86%
Number of daily rates quoted 37 34 37
Median daily rate £375 £350 £350
Median daily rate % change year-on-year
+7.14% -
90% offered a daily rate of more than £300 £202 £288
10% offered a daily rate of more than £500 £400 £425
UK excluding London median daily rate £380 £375 £350
% change year-on-year
+1.33% +7.14%
Number of hourly rates quoted 2 0 1
Median hourly rate £24.00 - £13.71
UK excluding London median hourly rate £36.32 £33.55 £25.00
% change year-on-year
+8.25% +34.20%

Data Warehouse
Jobs Demand Trend in Liverpool

The demand trend of contract jobs across the Liverpool region citing Data Warehouse as a proportion of all IT contracts with a match in the Database & Business Intelligence category.

Data Warehouse Jobs Demand Trend in Liverpool

Data Warehouse
Daily Rate Trend in Liverpool

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

Data Warehouse Daily Rate Trend in Liverpool

Data Warehouse
Daily Rate Histogram in Liverpool

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Warehouse across the Liverpool region over the 3 months to 1 October 2016.

Data Warehouse Daily Rate Histogram in Liverpool

Data Warehouse
Hourly Rate Trend in Liverpool

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

Data Warehouse Hourly Rate Trend in Liverpool

Data Warehouse
Top 30 Related IT Skills in Liverpool

For the 6 months to 1 October 2016, 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 9 (64.29%) Business Intelligence
2 7 (50.00%) Data Modelling
3 6 (42.86%) SQL
3 6 (42.86%) Data Management
3 6 (42.86%) Data Analysis
3 6 (42.86%) Data Architecture
4 5 (35.71%) Data Integration
4 5 (35.71%) Enterprise Architecture
4 5 (35.71%) Degree
4 5 (35.71%) e-GIF
4 5 (35.71%) Management Information System
4 5 (35.71%) Analytical Skills
4 5 (35.71%) ISO20022
5 4 (28.57%) Data Quality
6 3 (21.43%) NHS
6 3 (21.43%) ETL
6 3 (21.43%) Big Data
6 3 (21.43%) Data Acquisition
6 3 (21.43%) SQL Server Reporting Services
7 2 (14.29%) SQL Server Integration Services
7 2 (14.29%) Data Protection
7 2 (14.29%) Kimball Methodology
7 2 (14.29%) Oracle
7 2 (14.29%) SQL Server
7 2 (14.29%) E-Commerce
7 2 (14.29%) Microsoft
8 1 (7.14%) Process Management
8 1 (7.14%) Back Office
8 1 (7.14%) Risk Management
8 1 (7.14%) Finance

Data Warehouse
Top Related 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%) SAS
1 1 (7.14%) SharePoint
Applications
1 1 (7.14%) MS Excel
Business Applications
1 1 (7.14%) Salesforce.com CRM
Cloud Services
1 1 (7.14%) Office 365
Database & Business Intelligence
1 3 (21.43%) Big Data
1 3 (21.43%) SQL Server Reporting Services
2 2 (14.29%) SQL Server
2 2 (14.29%) SQL Server Integration Services
3 1 (7.14%) BusinessObjects
3 1 (7.14%) Data Mining
3 1 (7.14%) Essbase
3 1 (7.14%) Oracle Database
3 1 (7.14%) Pentaho
3 1 (7.14%) PostgreSQL
3 1 (7.14%) Power BI
3 1 (7.14%) QlikView
3 1 (7.14%) Relational Database
3 1 (7.14%) SAS Data Integration Studio
3 1 (7.14%) SQL Server Analysis Services
3 1 (7.14%) Star Schema
Development Applications
1 1 (7.14%) JIRA
1 1 (7.14%) SoapUI
1 1 (7.14%) Talend Open Studio
1 1 (7.14%) Zephyr
General
1 1 (7.14%) Back Office
1 1 (7.14%) Finance
1 1 (7.14%) Retail
Job Titles
1 4 (28.57%) Analyst
1 4 (28.57%) Architect
1 4 (28.57%) Data Architect
1 4 (28.57%) Developer
2 3 (21.43%) Business Intelligence Developer
3 2 (14.29%) Business Systems Analyst
3 2 (14.29%) Chief Architect
3 2 (14.29%) Chief Data Architect
3 2 (14.29%) Senior Architect
3 2 (14.29%) Senior Data Architect
3 2 (14.29%) Systems Analyst
4 1 (7.14%) Business Intelligence Analyst
4 1 (7.14%) Business Objects Developer
4 1 (7.14%) NHS BI Developer
4 1 (7.14%) Power BI Developer
4 1 (7.14%) QlikView Developer
4 1 (7.14%) SAS Data Integration Studio Developer
4 1 (7.14%) SAS ETL Developer
4 1 (7.14%) Strategy Architect
4 1 (7.14%) Test Analyst
Libraries, Frameworks & Software Standards
1 1 (7.14%) CSS
1 1 (7.14%) Visualforce
Miscellaneous
1 5 (35.71%) Analytical Skills
1 5 (35.71%) Data Integration
1 5 (35.71%) Management Information System
2 3 (21.43%) NHS
3 1 (7.14%) Credit Risk
3 1 (7.14%) Data Extraction
3 1 (7.14%) Data Structures
3 1 (7.14%) Visualisation
Processes & Methodologies
1 9 (64.29%) Business Intelligence
2 7 (50.00%) Data Modelling
3 6 (42.86%) Data Analysis
3 6 (42.86%) Data Architecture
3 6 (42.86%) Data Management
4 5 (35.71%) e-GIF
4 5 (35.71%) Enterprise Architecture
5 3 (21.43%) Data Acquisition
5 3 (21.43%) ETL
6 2 (14.29%) Data Protection
6 2 (14.29%) E-Commerce
6 2 (14.29%) Kimball Methodology
7 1 (7.14%) Agile Software Development
7 1 (7.14%) Integration Testing
7 1 (7.14%) Migration
7 1 (7.14%) Predictive Modelling
7 1 (7.14%) Process Management
7 1 (7.14%) Risk Management
7 1 (7.14%) Scrum
7 1 (7.14%) SOA
Programming Languages
1 6 (42.86%) SQL
2 1 (7.14%) Apex Code
Qualifications
1 5 (35.71%) Degree
2 1 (7.14%) SC Cleared
2 1 (7.14%) Security Cleared
Quality Assurance & Compliance
1 5 (35.71%) ISO20022
2 4 (28.57%) Data Quality
Vendors
1 2 (14.29%) Microsoft
1 2 (14.29%) Oracle
2 1 (7.14%) Salesforce.com
2 1 (7.14%) Talend