The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Bedfordshire region. Included is a guide to the average salaries offered in IT jobs that have cited Data Modelling over the 3 months to 16 September 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
16 Sep 2014
Same period 2013 Same period 2012
Data Modeling
Rank 84 84 68
Rank change year-on-year
0 -16
Permanent jobs citing Data Modelling 15 7 37
As % of all permanent IT jobs located in Bedfordshire 1.30% 0.72% 3.46%
As % of the Processes & Methodologies category 1.61% 0.88% 4.52%
Number of salaries quoted 15 7 21
Average salary £57,500 £39,000 £50,000
Average salary % change year-on-year
+47.43% -22.00%
90% offered a salary of more than £38,500 £39,000 £31,500
10% offered a salary of more than £65,000 £43,500 £55,000
UK excluding London average salary £45,000 £45,000 £47,500
% change year-on-year
- -5.26%
Data Modelling
East of England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Bedfordshire region.

Processes & Methodologies Category
Bedfordshire
Permanent IT job ads with a match in the
Processes & Methodologies category
929 792 818
As % of all permanent IT jobs located in Bedfordshire 80.43% 81.48% 76.45%
Number of salaries quoted 756 724 719
Average salary £46,000 £45,000 £45,000
Average salary % change year-on-year
+2.22% -
90% offered a salary of more than £32,500 £27,500 £31,500
10% offered a salary of more than £65,000 £65,000 £70,000
UK excluding London average salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

Data Modelling
Jobs Demand Trend in Bedfordshire

This chart provides a 3-month moving total of permanent IT jobs citing Data Modelling across the Bedfordshire region as a proportion of the total demand within the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in Bedfordshire

Data Modelling
Salary Trend in Bedfordshire

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

Data Modelling Salary Trend in Bedfordshire

Data Modelling
Salary Histogram in Bedfordshire

This chart provides a salary histogram for IT jobs citing Data Modelling across the Bedfordshire region over the 3 months to 16 September 2014.

Data Modelling Salary Histogram in Bedfordshire

Data Modelling
Job Locations in Bedfordshire

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Modelling within the Bedfordshire region over the 3 months to 16 September 2014. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Bedford -8 7 £45,000 +15.38%
Luton - 5 £65,000 -
Dunstable - 1 £37,500 -
Data Modelling
East of England

Data Modelling
Top 30 Related IT Skills in Bedfordshire

For the 6 months to 16 September 2014, IT jobs across the Bedfordshire region citing Data Modelling also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Modelling.

1 21 (70.00%) Agile Software Development
2 12 (40.00%) Data Warehouse
2 12 (40.00%) Scrum
3 10 (33.33%) Client/Server
3 10 (33.33%) DSDM
3 10 (33.33%) SQL Server
3 10 (33.33%) Use Case
3 10 (33.33%) BPMN
3 10 (33.33%) User Stories
4 8 (26.67%) SQL Server Integration Services
4 8 (26.67%) SQL
5 7 (23.33%) Microsoft Certification
5 7 (23.33%) T-SQL
5 7 (23.33%) MS Excel
5 7 (23.33%) Business Intelligence
6 6 (20.00%) CRM
6 6 (20.00%) ABAP
6 6 (20.00%) SAP
6 6 (20.00%) SAP BW
6 6 (20.00%) SAP BI
6 6 (20.00%) Hyperion
6 6 (20.00%) Service Management
6 6 (20.00%) Data Security
6 6 (20.00%) Change Management
6 6 (20.00%) Finance
6 6 (20.00%) Refactoring
6 6 (20.00%) HFM
6 6 (20.00%) SQL Server Reporting Services
6 6 (20.00%) SQL Server Analysis Services
6 6 (20.00%) SAP CRM

Data Modelling
Top Related IT Skills in Bedfordshire by Category

For the 6 months to 16 September 2014, IT jobs across the Bedfordshire region citing Data Modelling also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Modelling. Up to 20 skills are shown per category.

Application Platforms
1 5 (16.67%) IIS
Applications
1 7 (23.33%) MS Excel
Business Applications
1 6 (20.00%) HFM
1 6 (20.00%) SAP CRM
Communications & Networking
1 5 (16.67%) NAS
1 5 (16.67%) SAN
Database & Business Intelligence
1 12 (40.00%) Data Warehouse
2 10 (33.33%) SQL Server
3 8 (26.67%) SQL Server Integration Services
4 6 (20.00%) SAP BW
4 6 (20.00%) SAP BI
4 6 (20.00%) SQL Server Reporting Services
4 6 (20.00%) SQL Server Analysis Services
4 6 (20.00%) SAP HANA
5 1 (3.33%) Data Mart
5 1 (3.33%) Relational Database
5 1 (3.33%) RDBMS
5 1 (3.33%) Snowflake Schema
5 1 (3.33%) Star Schema
5 1 (3.33%) OLAP
Development Applications
1 2 (6.67%) Visual Studio
General
1 6 (20.00%) Finance
2 2 (6.67%) Legal
Job Titles
1 10 (33.33%) Business Analyst
1 10 (33.33%) Analyst
1 10 (33.33%) Agile Business Analyst
2 8 (26.67%) Solutions Architect
2 8 (26.67%) Architect
3 6 (20.00%) Business Intelligence Architect
4 5 (16.67%) SQL DBA
4 5 (16.67%) Administrator
4 5 (16.67%) DBA
5 3 (10.00%) Developer
6 2 (6.67%) Development Manager
6 2 (6.67%) Software Developer
6 2 (6.67%) Process Manager
6 2 (6.67%) Data Manager
6 2 (6.67%) Data Migration Manager
7 1 (3.33%) Senior SQL DBA
7 1 (3.33%) Senior DBA
7 1 (3.33%) Service Manager
7 1 (3.33%) Data Warehouse Developer
Libraries, Frameworks & Software Standards
1 4 (13.33%) .NET
2 2 (6.67%) WinForms
2 2 (6.67%) HTML
2 2 (6.67%) ADO.NET
2 2 (6.67%) ASP.NET
2 2 (6.67%) CSS
2 2 (6.67%) Web Services
2 2 (6.67%) XML
2 2 (6.67%) WCF
2 2 (6.67%) WPF
2 2 (6.67%) Silverlight
Miscellaneous
1 10 (33.33%) Client/Server
2 4 (13.33%) Clustering
3 2 (6.67%) EPoS
3 2 (6.67%) Management Information System
3 2 (6.67%) N-Tier
3 2 (6.67%) Economics
3 2 (6.67%) Data Integration
Operating Systems
1 5 (16.67%) Windows Server 2012
1 5 (16.67%) Windows Server 2008
1 5 (16.67%) Windows
Processes & Methodologies
1 21 (70.00%) Agile Software Development
2 12 (40.00%) Scrum
3 10 (33.33%) DSDM
3 10 (33.33%) Use Case
3 10 (33.33%) BPMN
3 10 (33.33%) User Stories
4 7 (23.33%) Business Intelligence
5 6 (20.00%) CRM
5 6 (20.00%) Service Management
5 6 (20.00%) Data Security
5 6 (20.00%) Change Management
5 6 (20.00%) Refactoring
5 6 (20.00%) Kimball Methodology
6 5 (16.67%) Database Security
6 5 (16.67%) Performance Tuning
6 5 (16.67%) Dimensional Modelling
6 5 (16.67%) Disaster Recovery
6 5 (16.67%) ITIL
6 5 (16.67%) PRINCE2
7 3 (10.00%) ETL
Programming Languages
1 8 (26.67%) SQL
2 7 (23.33%) T-SQL
3 6 (20.00%) ABAP
4 4 (13.33%) C#
5 2 (6.67%) XAML
5 2 (6.67%) JavaScript
5 2 (6.67%) VB
5 2 (6.67%) VB6
6 1 (3.33%) Python
Qualifications
1 7 (23.33%) Microsoft Certification
2 5 (16.67%) MCTS
2 5 (16.67%) MCITP
2 5 (16.67%) MCSE
2 5 (16.67%) MCSA
3 2 (6.67%) Degree
Quality Assurance & Compliance
1 2 (6.67%) QA
1 2 (6.67%) Data Quality
System Software
1 4 (13.33%) VMware Infrastructure
Systems Management
1 2 (6.67%) Sysprep
Vendors
1 6 (20.00%) SAP
1 6 (20.00%) Hyperion
2 5 (16.67%) VMware
3 3 (10.00%) Microsoft