The following table provides summary statistics for contract job vacancies advertised in Milton Keynes 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
Buckinghamshire / Milton Keynes
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 74 38 48
Rank change year-on-year -36 +10  
Contract jobs citing Data Warehouse 2 30 26
As % of all contract IT jobs advertised in Milton Keynes 0.27% 4.01% 3.09%
As % of the Database & Business Intelligence category 2.30% 15.15% 13.98%
Number of daily rates quoted 1 17 16
Median daily rate £475 £438 £450
Median daily rate % change year-on-year +8.57% -2.77%  
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 Milton Keynes with a requirement for database and business intelligence skills.

Contract Database & Business Intelligence Skills
Milton Keynes
Contract job vacancies with a requirement for database and business intelligence skills 87 198 186
As % of all contract IT job vacancies advertised in Milton Keynes 11.68% 26.44% 22.12%
Number of daily rates quoted 48 102 112
Median daily rate £425 £400 £325
Median daily rate % change year-on-year +6.25% +23.07%  
90% offered a daily rate of more than £325 £300 £288
10% offered a daily rate of more than £500 £500 £500
UK excluding London median daily rate £400 £388 £375
% change year-on-year +3.22% +3.33%  
Number of hourly rates quoted 0 2 1
Median hourly rate - £13.50 £40.00
Median hourly rate % change year-on-year - -66.25%  
UK excluding London median hourly rate £34.62 £32.50 £32.50
% change year-on-year +6.52% -  

Data Warehouse
Job Vacancy Trend in Milton Keynes

The job posting trend of jobs advertised in Milton Keynes 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 Milton Keynes

Data Warehouse
Contractor Daily Rate Trend in Milton Keynes

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

Contractor daily rate trend for Data Warehouse in Milton Keynes

Data Warehouse
Top 30 Co-occurring IT Skills in Milton Keynes

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 Milton Keynes region with a requirement for Data Warehouse.

1 11 (73.33%) ETL
2 8 (53.33%) Oracle
2 8 (53.33%) Data Modelling
2 8 (53.33%) Analytical Skills
3 7 (46.67%) Business Intelligence
4 6 (40.00%) SQL
4 6 (40.00%) Relational Database
5 5 (33.33%) Hyperion
5 5 (33.33%) SQL Server
5 5 (33.33%) Finance
5 5 (33.33%) Essbase
5 5 (33.33%) SC Cleared
5 5 (33.33%) Security Cleared
6 4 (26.67%) Hyperion Planning
6 4 (26.67%) Star Schema
6 4 (26.67%) Management Information System
6 4 (26.67%) Budgeting and Forecasting
6 4 (26.67%) Business Forecasting
7 3 (20.00%) SAP Data Services
7 3 (20.00%) Informatica
7 3 (20.00%) Oracle Forms
7 3 (20.00%) PL/SQL
7 3 (20.00%) SAP
7 3 (20.00%) SQL Server Integration Services
7 3 (20.00%) QA
7 3 (20.00%) Test Scripting
7 3 (20.00%) SQL Server Analysis Services
7 3 (20.00%) Data Architecture
7 3 (20.00%) DV Cleared
7 3 (20.00%) Oracle Applications

Data Warehouse
Co-occurring IT Skills in Milton Keynes 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 (6.67%) Oracle SOA Suite
Applications
1 1 (6.67%) MS Excel
Business Applications
1 4 (26.67%) Hyperion Planning
2 3 (20.00%) Oracle Applications
Cloud Services
1 1 (6.67%) Amazon AWS
1 1 (6.67%) Microsoft Azure
Database & Business Intelligence
1 6 (40.00%) Relational Database
2 5 (33.33%) Essbase
2 5 (33.33%) SQL Server
3 4 (26.67%) Star Schema
4 3 (20.00%) SAP Data Services
4 3 (20.00%) SQL Server Analysis Services
4 3 (20.00%) SQL Server Integration Services
5 2 (13.33%) Enterprise Data Warehouse
5 2 (13.33%) Microsoft Analysis Services
5 2 (13.33%) OLAP
5 2 (13.33%) SQL Server 2016
6 1 (6.67%) Big Data
6 1 (6.67%) Data Lake
6 1 (6.67%) Hadoop
6 1 (6.67%) Power BI
6 1 (6.67%) RDBMS
6 1 (6.67%) SQL Server Reporting Services
Development Applications
1 3 (20.00%) Oracle Forms
2 1 (6.67%) Talend Open Studio
General
1 5 (33.33%) Finance
2 2 (13.33%) Retail
3 1 (6.67%) Banking
Job Titles
1 9 (60.00%) Architect
2 5 (33.33%) Developer
2 5 (33.33%) Hyperion Architect
3 4 (26.67%) SQL Developer
4 3 (20.00%) Data Architect
4 3 (20.00%) Informatica Developer
4 3 (20.00%) PL/SQL Developer
5 2 (13.33%) Data Warehouse Architect
5 2 (13.33%) SAP Developer
6 1 (6.67%) Applications Architect
6 1 (6.67%) Business Intelligence Developer
6 1 (6.67%) DBA
6 1 (6.67%) Hadoop Architect
6 1 (6.67%) Integration Architect
6 1 (6.67%) Netezza Architect
6 1 (6.67%) Solutions Architect
6 1 (6.67%) SQL DBA
6 1 (6.67%) SQL Server DBA
6 1 (6.67%) Technical Architect
6 1 (6.67%) Web Architect
Libraries, Frameworks & Software Standards
1 1 (6.67%) Kafka
1 1 (6.67%) Middleware
1 1 (6.67%) SOAP
1 1 (6.67%) Web Services
Miscellaneous
1 8 (53.33%) Analytical Skills
2 4 (26.67%) Management Information System
3 2 (13.33%) Enterprise Software
Operating Systems
1 1 (6.67%) Windows
1 1 (6.67%) Windows Server
Processes & Methodologies
1 11 (73.33%) ETL
2 8 (53.33%) Data Modelling
3 7 (46.67%) Business Intelligence
4 4 (26.67%) Budgeting and Forecasting
4 4 (26.67%) Business Forecasting
5 3 (20.00%) Data Analysis
5 3 (20.00%) Data Architecture
5 3 (20.00%) Test Scripting
6 2 (13.33%) Data Governance
6 2 (13.33%) Data Lineage
7 1 (6.67%) Agile Software Development
7 1 (6.67%) Change Control
7 1 (6.67%) Dimensional Modelling
7 1 (6.67%) ETL Development
7 1 (6.67%) High Availability
7 1 (6.67%) Incident Management
7 1 (6.67%) Kimball Methodology
7 1 (6.67%) Mentoring
7 1 (6.67%) Performance Tuning
7 1 (6.67%) Service Design
Programming Languages
1 6 (40.00%) SQL
2 3 (20.00%) PL/SQL
3 1 (6.67%) Java
Qualifications
1 5 (33.33%) SC Cleared
1 5 (33.33%) Security Cleared
2 3 (20.00%) DV Cleared
3 1 (6.67%) MCITP
3 1 (6.67%) MCTS
3 1 (6.67%) Microsoft Certification
Quality Assurance & Compliance
1 3 (20.00%) QA
2 2 (13.33%) Data Quality
System Software
1 1 (6.67%) Active Directory
Vendors
1 8 (53.33%) Oracle
2 5 (33.33%) Hyperion
3 3 (20.00%) Informatica
3 3 (20.00%) SAP
4 1 (6.67%) Microsoft
4 1 (6.67%) Netezza
4 1 (6.67%) Remedy
4 1 (6.67%) ServiceNow
4 1 (6.67%) Talend