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

Data Warehousing
East of England / Bedfordshire
3 months to
25 Apr 2017
Same period 2016 Same period 2015
Rank 60 67 78
Rank change year-on-year +7 +11  
Permanent jobs citing Data Warehouse 13 21 14
As % of all permanent IT jobs advertised in Bedfordshire 1.99% 2.27% 1.20%
As % of the Database & Business Intelligence category 7.88% 7.95% 4.65%
Number of salaries quoted 13 18 14
Median salary £47,500 £47,500 £71,250
Median salary % change year-on-year - -33.33%  
90% offered a salary of more than £30,000 £37,500 £49,500
10% offered a salary of more than £58,500 £50,000 £79,250
UK excluding London median salary £45,000 £45,000 £44,500
% change year-on-year - +1.12%  

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 permanent job vacancies advertised in Bedfordshire with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Bedfordshire
Permanent job vacancies with a requirement for database and business intelligence skills 165 264 301
As % of all permanent IT job vacancies advertised in Bedfordshire 25.23% 28.57% 25.90%
Number of salaries quoted 138 224 254
Median salary £40,000 £47,500 £45,000
Median salary % change year-on-year -15.78% +5.55%  
90% offered a salary of more than £30,000 £30,000 £29,000
10% offered a salary of more than £52,500 £68,250 £62,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Data Warehouse
Job Vacancy Trend in Bedfordshire

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

Job vacancy trend for Data Warehouse in Bedfordshire

Data Warehouse
Salary Trend in Bedfordshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Warehouse in Bedfordshire.

Salary trend for Data Warehouse in Bedfordshire

Data Warehouse
Salary Histogram in Bedfordshire

The salary distribution of IT jobs citing Data Warehouse in Bedfordshire over the 3 months to 25 April 2017.

Salary histogram for Data Warehouse in Bedfordshire

Data Warehouse
Job Locations in Bedfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Warehouse within the Bedfordshire region over the 3 months to 25 April 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Luton +17 9 £47,500 +26.66%
Dunstable - 3 £30,000 -
Data Warehouse
East of England

For the 6 months to 25 April 2017, IT 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 job ads across the Bedfordshire region with a requirement for Data Warehouse.

1 20 (58.82%) Business Intelligence
2 15 (44.12%) SQL Server
3 14 (41.18%) Agile Software Development
4 13 (38.24%) SQL Server Integration Services
4 13 (38.24%) SQL
5 12 (35.29%) SQL Server Reporting Services
6 10 (29.41%) Scrum
7 9 (26.47%) SQL Server Analysis Services
8 8 (23.53%) Finance
9 7 (20.59%) Project Management
9 7 (20.59%) T-SQL
9 7 (20.59%) OLAP
9 7 (20.59%) Continuous Improvement
9 7 (20.59%) DevOps
10 6 (17.65%) Data Transformation
10 6 (17.65%) Visualisation
10 6 (17.65%) Waterfall
10 6 (17.65%) Line Management
10 6 (17.65%) Dashboard Development
10 6 (17.65%) Marketing
10 6 (17.65%) Oracle
10 6 (17.65%) PRINCE2
10 6 (17.65%) CRM
11 5 (14.71%) Clustering
11 5 (14.71%) Data Analysis
11 5 (14.71%) Microsoft
11 5 (14.71%) Microsoft Excel
11 5 (14.71%) ETL
11 5 (14.71%) .NET
11 5 (14.71%) Digital Marketing

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 3 (8.82%) JBoss
1 3 (8.82%) Tomcat
1 3 (8.82%) WebLogic
1 3 (8.82%) WildFly
Applications
1 5 (14.71%) Microsoft Excel
2 2 (5.88%) Microsoft PowerPoint
2 2 (5.88%) MS Visio
Business Applications
1 3 (8.82%) Oracle Applications
2 1 (2.94%) Dynamics AX
2 1 (2.94%) Dynamics NAV
Cloud Services
1 2 (5.88%) Amazon AWS
1 2 (5.88%) Microsoft Azure
Communications & Networking
1 2 (5.88%) SMS
Database & Business Intelligence
1 15 (44.12%) SQL Server
2 13 (38.24%) SQL Server Integration Services
3 12 (35.29%) SQL Server Reporting Services
4 9 (26.47%) SQL Server Analysis Services
5 7 (20.59%) OLAP
6 5 (14.71%) SQL Server 2008
7 4 (11.76%) MySQL
8 3 (8.82%) Apache Hive
8 3 (8.82%) Big Data
8 3 (8.82%) Data Mining
8 3 (8.82%) Enterprise Data Warehouse
8 3 (8.82%) Hadoop
8 3 (8.82%) Impala
8 3 (8.82%) OLTP
8 3 (8.82%) Oracle OLAP
8 3 (8.82%) Power BI
8 3 (8.82%) QlikView
8 3 (8.82%) Sqoop
9 2 (5.88%) Spatial Data
9 2 (5.88%) SQL Server 2012
Development Applications
1 3 (8.82%) JUnit
2 2 (5.88%) Git (software)
General
1 8 (23.53%) Finance
2 6 (17.65%) Marketing
3 1 (2.94%) Advertising
Job Titles
1 8 (23.53%) Analyst
2 7 (20.59%) Business Intelligence Manager
2 7 (20.59%) DBA
2 7 (20.59%) Digital Project Manager
2 7 (20.59%) Project Manager
3 6 (17.65%) IT Manager
3 6 (17.65%) IT Project Manager
3 6 (17.65%) SQL DBA
4 5 (14.71%) Business Intelligence Analyst
5 4 (11.76%) SQL Server DBA
6 3 (8.82%) Designer
6 3 (8.82%) Developer
6 3 (8.82%) J2EE Designer
6 3 (8.82%) Solutions Designer
6 3 (8.82%) SQL Analyst
7 2 (5.88%) Business Information Analyst
7 2 (5.88%) Business Systems Analyst
7 2 (5.88%) Digital Marketing Manager
7 2 (5.88%) Information Systems Analyst
7 2 (5.88%) Marketing Project Manager
Libraries, Frameworks & Software Standards
1 5 (14.71%) .NET
2 4 (11.76%) Web Services
3 3 (8.82%) EJB
3 3 (8.82%) Hibernate
3 3 (8.82%) J2EE
3 3 (8.82%) JDBC
3 3 (8.82%) JMS
3 3 (8.82%) JPA
3 3 (8.82%) Servlets
3 3 (8.82%) Spring
4 2 (5.88%) ASP.NET
4 2 (5.88%) ASP.NET MVC
4 2 (5.88%) RESTful
5 1 (2.94%) MDX
Miscellaneous
1 5 (14.71%) Clustering
2 4 (11.76%) Analytical Skills
2 4 (11.76%) Data Structures
3 2 (5.88%) Algorithms
3 2 (5.88%) Replication
Operating Systems
1 4 (11.76%) Linux
1 4 (11.76%) Windows
1 4 (11.76%) Windows Server
Processes & Methodologies
1 20 (58.82%) Business Intelligence
2 14 (41.18%) Agile Software Development
3 10 (29.41%) Scrum
4 7 (20.59%) Continuous Improvement
4 7 (20.59%) DevOps
4 7 (20.59%) Project Management
5 6 (17.65%) CRM
5 6 (17.65%) Dashboard Development
5 6 (17.65%) Data Transformation
5 6 (17.65%) Line Management
5 6 (17.65%) PRINCE2
5 6 (17.65%) Visualisation
5 6 (17.65%) Waterfall
6 5 (14.71%) Data Analysis
6 5 (14.71%) Digital Marketing
6 5 (14.71%) ETL
7 4 (11.76%) Analytics
7 4 (11.76%) Business Transformation
8 3 (8.82%) Migration
8 3 (8.82%) Technical Architecture
Programming Languages
1 13 (38.24%) SQL
2 7 (20.59%) T-SQL
3 3 (8.82%) Java
4 2 (5.88%) C#
Qualifications
1 1 (2.94%) Degree
Quality Assurance & Compliance
1 1 (2.94%) SLA
Systems Management
1 3 (8.82%) Oozie
Vendors
1 6 (17.65%) Oracle
2 5 (14.71%) Microsoft
3 1 (2.94%) JD Edwards
3 1 (2.94%) SAP