The following table provides summary statistics for contract job vacancies advertised in Bedfordshire 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 26 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
East of England / Bedfordshire
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 36 32 27
Rank change year-on-year -4 -5  
Contract jobs citing Data Warehouse 7 5 11
As % of all contract IT jobs advertised in Bedfordshire 1.96% 1.57% 3.19%
As % of the Database & Business Intelligence category 12.50% 14.71% 19.30%
Number of daily rates quoted 5 4 5
Median daily rate £450 £406 £375
Median daily rate % change year-on-year +10.76% +8.33%  
90% offered a daily rate of more than £365 £341 £354
10% offered a daily rate of more than £534 £541 £485
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 Bedfordshire with a requirement for database and business intelligence skills.

Contract Database & Business Intelligence Skills
Bedfordshire
Contract job vacancies with a requirement for database and business intelligence skills 56 34 57
As % of all contract IT job vacancies advertised in Bedfordshire 15.64% 10.69% 16.52%
Number of daily rates quoted 31 22 35
Median daily rate £475 £350 £403
Median daily rate % change year-on-year +35.71% -13.24%  
90% offered a daily rate of more than £330 £302 £340
10% offered a daily rate of more than £530 £525 £500
UK excluding London median daily rate £400 £383 £350
% change year-on-year +4.57% +9.28%  
Number of hourly rates quoted 0 0 2
Median hourly rate - - £39.25
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 Bedfordshire

The job posting trend of jobs advertised in Bedfordshire 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 Bedfordshire

Data Warehouse
Contractor Daily Rate Trend in Bedfordshire

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

Contractor daily rate trend for Data Warehouse in Bedfordshire

Data Warehouse
Contractor Daily Rate Histogram in Bedfordshire

The daily rate distribution of IT jobs citing Data Warehouse in Bedfordshire over the 3 months to 26 June 2017.

Contractor daily rate histogram for Data Warehouse in Bedfordshire

Data Warehouse
Contract Job Locations in Bedfordshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Warehouse within the Bedfordshire region over the 3 months to 26 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Luton -5 3 £375 -34.78%
Data Warehouse
East of England

For the 6 months to 26 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 Bedfordshire region with a requirement for Data Warehouse.

1 7 (70.00%) Business Intelligence
2 5 (50.00%) ETL
3 4 (40.00%) Data Modelling
3 4 (40.00%) SQL Server
3 4 (40.00%) Stakeholder Management
3 4 (40.00%) SQL Server Reporting Services
3 4 (40.00%) SQL Server Integration Services
3 4 (40.00%) Analytics
4 3 (30.00%) Data Analytics
4 3 (30.00%) Data Integration
4 3 (30.00%) Kimball Methodology
4 3 (30.00%) Agile Software Development
4 3 (30.00%) Oracle
4 3 (30.00%) Microsoft
5 2 (20.00%) RDBMS
5 2 (20.00%) JMS
5 2 (20.00%) Java
5 2 (20.00%) SQL
5 2 (20.00%) JBoss
5 2 (20.00%) JDBC
5 2 (20.00%) Enterprise Architecture
5 2 (20.00%) Java EE
5 2 (20.00%) SQL Server Analysis Services
5 2 (20.00%) JPA
5 2 (20.00%) Relational Database
5 2 (20.00%) Analytical Skills
5 2 (20.00%) Enterprise Data Warehouse
5 2 (20.00%) QlikView
5 2 (20.00%) Use Case
5 2 (20.00%) Oracle Exadata

Data Warehouse
Co-occurring IT Skills in Bedfordshire 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 2 (20.00%) JBoss
2 1 (10.00%) Confluence
2 1 (10.00%) WildFly
Business Applications
1 1 (10.00%) Lorenzo
Cloud Services
1 1 (10.00%) Microsoft Azure
Database & Business Intelligence
1 4 (40.00%) SQL Server
1 4 (40.00%) SQL Server Integration Services
1 4 (40.00%) SQL Server Reporting Services
2 2 (20.00%) Enterprise Data Warehouse
2 2 (20.00%) Oracle Exadata
2 2 (20.00%) QlikView
2 2 (20.00%) RDBMS
2 2 (20.00%) Relational Database
2 2 (20.00%) SQL Server Analysis Services
3 1 (10.00%) Azure SQL Data Warehouse
3 1 (10.00%) Big Data
3 1 (10.00%) Electronic Patient Records
3 1 (10.00%) OLAP
3 1 (10.00%) Oracle Database
3 1 (10.00%) Power BI
3 1 (10.00%) SQL Server 2008
3 1 (10.00%) SQL Server 2014
Development Applications
1 1 (10.00%) ERwin
1 1 (10.00%) JIRA
General
1 1 (10.00%) Finance
1 1 (10.00%) Marketing
1 1 (10.00%) Retail
Job Titles
1 4 (40.00%) Developer
2 3 (30.00%) Architect
2 3 (30.00%) Business Intelligence Developer
2 3 (30.00%) Solutions Architect
3 2 (20.00%) Analyst
3 2 (20.00%) Business Analyst
3 2 (20.00%) Data Analytics Architect
3 2 (20.00%) Data Architect
4 1 (10.00%) Business Intelligence Architect
4 1 (10.00%) Business Intelligence Business Analyst
4 1 (10.00%) CRM Analyst
4 1 (10.00%) ERP Developer
4 1 (10.00%) Java Solutions Architect
4 1 (10.00%) Microsoft BI Developer
4 1 (10.00%) OLAP Developer
4 1 (10.00%) QlikView Developer
4 1 (10.00%) SQL BI Developer
4 1 (10.00%) SQL Server BI Developer
4 1 (10.00%) SSIS Developer
4 1 (10.00%) SSRS Developer
Libraries, Frameworks & Software Standards
1 2 (20.00%) Java EE
1 2 (20.00%) JDBC
1 2 (20.00%) JMS
1 2 (20.00%) JPA
2 1 (10.00%) EJB
2 1 (10.00%) MDX
2 1 (10.00%) Oracle Fusion
2 1 (10.00%) Servlets
2 1 (10.00%) Web Services
Miscellaneous
1 2 (20.00%) Analytical Skills
2 1 (10.00%) Data Structures
2 1 (10.00%) EPoS
2 1 (10.00%) NHS
2 1 (10.00%) User Experience
Processes & Methodologies
1 7 (70.00%) Business Intelligence
2 5 (50.00%) ETL
3 4 (40.00%) Analytics
3 4 (40.00%) Data Modelling
3 4 (40.00%) Stakeholder Management
4 3 (30.00%) Agile Software Development
4 3 (30.00%) Data Analytics
4 3 (30.00%) Data Integration
4 3 (30.00%) Kimball Methodology
5 2 (20.00%) Enterprise Architecture
5 2 (20.00%) ETL Development
5 2 (20.00%) Use Case
6 1 (10.00%) Business Analytics
6 1 (10.00%) Business Process Modelling
6 1 (10.00%) Customer Requirements
6 1 (10.00%) Data Flow Diagram
6 1 (10.00%) IT Strategy
6 1 (10.00%) Prototyping
6 1 (10.00%) Scorecard
6 1 (10.00%) Spend Analysis
Programming Languages
1 2 (20.00%) Java
1 2 (20.00%) SQL
Quality Assurance & Compliance
1 1 (10.00%) Data Quality
Vendors
1 3 (30.00%) Microsoft
1 3 (30.00%) Oracle
2 1 (10.00%) Cerner
2 1 (10.00%) Hyperion
2 1 (10.00%) IBM
2 1 (10.00%) MuleSoft
2 1 (10.00%) SAP
2 1 (10.00%) Tableau