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 28 March 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
28 Mar 2017
Same period 2016 Same period 2015
Rank 34 33 27
Rank change year-on-year -1 -6  
Contract jobs citing Data Warehouse 3 3 21
As % of all contract IT jobs advertised in Bedfordshire 1.07% 0.97% 4.91%
As % of the Database & Business Intelligence category 7.89% 7.69% 24.14%
Number of daily rates quoted 3 3 17
Median daily rate £450 £525 £525
Median daily rate % change year-on-year -14.28% -  
90% offered a daily rate of more than £338 £445 £413
10% offered a daily rate of more than £550 £525 £550
UK excluding London median daily rate £400 £420 £400
% change year-on-year -4.76% +5.00%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £35.00 £43.00 £34.00
% change year-on-year -18.60% +26.47%  

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 38 39 87
As % of all contract IT job vacancies advertised in Bedfordshire 13.52% 12.62% 20.33%
Number of daily rates quoted 24 23 70
Median daily rate £325 £375 £425
Median daily rate % change year-on-year -13.33% -11.76%  
90% offered a daily rate of more than £225 £338 £300
10% offered a daily rate of more than £500 £525 £554
UK excluding London median daily rate £400 £388 £375
% change year-on-year +3.22% +3.33%  
Number of hourly rates quoted 0 7 1
Median hourly rate - £42.50 £40.00
Median hourly rate % change year-on-year - +6.25%  
UK excluding London median hourly rate £34.62 £32.50 £32.50
% change year-on-year +6.52% -  

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 28 March 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 28 March 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
Bedford - 1 £310 -
Data Warehouse
East of England

Data Warehouse
Top 30 Co-occurring IT Skills in Bedfordshire

For the 6 months to 28 March 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 6 (66.67%) Business Intelligence
2 5 (55.56%) OLTP
2 5 (55.56%) ETL
2 5 (55.56%) SQL
2 5 (55.56%) Oracle
2 5 (55.56%) OLAP
2 5 (55.56%) XML
2 5 (55.56%) MS Excel
2 5 (55.56%) MS Access
2 5 (55.56%) Data Mart
2 5 (55.56%) Oracle OLAP
2 5 (55.56%) Teradata
2 5 (55.56%) Data Integration
2 5 (55.56%) Oracle ODI
2 5 (55.56%) Data Quality
3 4 (44.44%) SQL Server
3 4 (44.44%) Data Modelling
4 3 (33.33%) Finance
4 3 (33.33%) Logical Data Model
4 3 (33.33%) Physical Data Model
5 2 (22.22%) Data Structures
5 2 (22.22%) Agile Software Development
6 1 (11.11%) Banking
6 1 (11.11%) Retail
6 1 (11.11%) SQL Server Reporting Services
6 1 (11.11%) SQL Server Integration Services
6 1 (11.11%) Marketing
6 1 (11.11%) Mathematics
6 1 (11.11%) Change Management
6 1 (11.11%) Validation

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:

Applications
1 5 (55.56%) MS Excel
Database & Business Intelligence
1 5 (55.56%) Data Mart
1 5 (55.56%) MS Access
1 5 (55.56%) OLAP
1 5 (55.56%) OLTP
1 5 (55.56%) Oracle ODI
1 5 (55.56%) Oracle OLAP
2 4 (44.44%) SQL Server
3 1 (11.11%) Big Data
3 1 (11.11%) Hadoop
3 1 (11.11%) QlikView
3 1 (11.11%) SQL Server Integration Services
3 1 (11.11%) SQL Server Reporting Services
General
1 3 (33.33%) Finance
2 1 (11.11%) Banking
2 1 (11.11%) Marketing
2 1 (11.11%) Retail
Job Titles
1 5 (55.56%) Architect
2 4 (44.44%) Data Architect
3 2 (22.22%) Analyst
3 2 (22.22%) Business Analyst
3 2 (22.22%) Oracle Architect
4 1 (11.11%) Business Intelligence Analyst
4 1 (11.11%) Business Intelligence Business Analyst
4 1 (11.11%) Contracts Manager
4 1 (11.11%) CRM Analyst
4 1 (11.11%) CRM Business Analyst
4 1 (11.11%) Data Integration Architect
4 1 (11.11%) Developer
4 1 (11.11%) ETL Architect
4 1 (11.11%) Hadoop Architect
4 1 (11.11%) Integration Architect
4 1 (11.11%) Programme Manager
4 1 (11.11%) QlikView Developer
4 1 (11.11%) Teradata Architect
Libraries, Frameworks & Software Standards
1 5 (55.56%) XML
Miscellaneous
1 2 (22.22%) Data Structures
2 1 (11.11%) Algorithms
2 1 (11.11%) EPoS
2 1 (11.11%) User Experience
Processes & Methodologies
1 6 (66.67%) Business Intelligence
2 5 (55.56%) Data Integration
2 5 (55.56%) ETL
3 4 (44.44%) Data Modelling
4 3 (33.33%) Logical Data Model
4 3 (33.33%) Physical Data Model
5 2 (22.22%) Agile Software Development
6 1 (11.11%) Business Process Modelling
6 1 (11.11%) Change Management
6 1 (11.11%) CRM
6 1 (11.11%) Customer Requirements
6 1 (11.11%) Data Transformation
6 1 (11.11%) E-Commerce
6 1 (11.11%) Line Management
6 1 (11.11%) Programme Management
6 1 (11.11%) Prototyping
6 1 (11.11%) Scorecard
6 1 (11.11%) Stakeholder Management
6 1 (11.11%) UML
6 1 (11.11%) Validation
Programming Languages
1 5 (55.56%) SQL
Quality Assurance & Compliance
1 5 (55.56%) Data Quality
Vendors
1 5 (55.56%) Oracle
1 5 (55.56%) Teradata
2 1 (11.11%) Ab Initio
2 1 (11.11%) IBM
2 1 (11.11%) Microsoft