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 salaries offered in IT jobs that have cited Data Modelling over the 3 months to 31 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 May 2016
Same period 2015 Same period 2014
Data Modelling
Rank 58 77 88
Rank change year-on-year
+19 +11
Permanent jobs citing Data Modelling 31 21 19
As % of all permanent IT jobs located in Bedfordshire 3.39% 1.93% 1.58%
As % of the Processes & Methodologies category 3.65% 2.21% 1.91%
Number of salaries quoted 20 18 19
Median salary £50,000 £47,500 £42,500
Median salary % change year-on-year
+5.26% +11.76%
90% offered a salary of more than £45,000 £44,250 £34,000
10% offered a salary of more than £75,000 £80,000 £57,500
UK excluding London median salary £47,500 £45,000 £45,000
% change year-on-year
+5.55% -
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
850 951 993
As % of all permanent IT jobs located in Bedfordshire 93.00% 87.57% 82.75%
Number of salaries quoted 725 764 900
Median salary £52,500 £47,500 £45,000
Median salary % change year-on-year
+10.52% +5.55%
90% offered a salary of more than £40,000 £32,500 £32,500
10% offered a salary of more than £75,000 £60,000 £72,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Modelling
Jobs Demand Trend in Bedfordshire

The demand trend of job ads across the Bedfordshire region citing Data Modelling as a proportion of all IT jobs with a match in 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 31 May 2016.

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 median salaries quoted in IT jobs citing Data Modelling within the Bedfordshire region over the 3 months to 31 May 2016. 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
(Click see detailed
statistics and trends)
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 +4 12 £75,000 +57.89% 1
Bedford +17 10 £47,500 +39.70% 6
Data Modelling
East of England

Data Modelling
Top 30 Related IT Skills in Bedfordshire

For the 6 months to 31 May 2016, IT jobs citing Data Modelling 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 Modelling.

1 22 (52.38%) SQL
2 18 (42.86%) Oracle
3 16 (38.10%) Data Warehouse
3 16 (38.10%) SDLC
4 15 (35.71%) MySQL
5 13 (30.95%) Agile Software Development
5 13 (30.95%) PL/SQL
5 13 (30.95%) T-SQL
5 13 (30.95%) Data Architecture
5 13 (30.95%) NoSQL
6 12 (28.57%) Information Architecture
6 12 (28.57%) Logical Data Model
6 12 (28.57%) Physical Data Model
6 12 (28.57%) SQL Server
7 11 (26.19%) Management Information System
8 10 (23.81%) C#
8 10 (23.81%) JavaScript
8 10 (23.81%) SOA
9 9 (21.43%) MS Visio
9 9 (21.43%) ERwin
9 9 (21.43%) Enterprise Architecture
10 8 (19.05%) TOGAF
10 8 (19.05%) EAI
10 8 (19.05%) CSS
11 7 (16.67%) ITIL
11 7 (16.67%) OO
11 7 (16.67%) CRM
11 7 (16.67%) PHP
11 7 (16.67%) Team Foundation Server
12 6 (14.29%) Data Management

Data Modelling
Top Related 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 1 (2.38%) SharePoint
Applications
1 9 (21.43%) MS Visio
2 1 (2.38%) MS Excel
Cloud Services
1 1 (2.38%) Office 365
1 1 (2.38%) SaaS
Database & Business Intelligence
1 16 (38.10%) Data Warehouse
2 15 (35.71%) MySQL
3 13 (30.95%) NoSQL
4 12 (28.57%) SQL Server
5 5 (11.90%) Big Data
6 3 (7.14%) Relational Database
7 2 (4.76%) RDBMS
8 1 (2.38%) PostgreSQL
Development Applications
1 9 (21.43%) ERwin
2 7 (16.67%) Team Foundation Server
3 2 (4.76%) JIRA
General
1 4 (9.52%) Retail
2 1 (2.38%) Pharmaceutical
Job Titles
1 22 (52.38%) Developer
2 15 (35.71%) Database Developer
3 14 (33.33%) Architect
4 13 (30.95%) Information Architect
5 9 (21.43%) Oracle Developer
6 8 (19.05%) Enterprise Information Architect
7 7 (16.67%) Cloud Developer
7 7 (16.67%) CRM Developer
7 7 (16.67%) Data Architect
8 5 (11.90%) Analyst
8 5 (11.90%) Enterprise Architect
8 5 (11.90%) SQL Database Developer
8 5 (11.90%) SQL Developer
9 4 (9.52%) Business Analyst
9 4 (9.52%) MySQL Developer
10 3 (7.14%) Big Data Architect
10 3 (7.14%) Enterprise Data Architect
10 3 (7.14%) SOA Architect
10 3 (7.14%) T-SQL Developer
11 2 (4.76%) NoSQL Developer
Libraries, Frameworks & Software Standards
1 8 (19.05%) CSS
2 3 (7.14%) .NET
2 3 (7.14%) jQuery
3 2 (4.76%) ASP.NET
4 1 (2.38%) Ajax
4 1 (2.38%) AngularJS
4 1 (2.38%) CSS3
4 1 (2.38%) HTML
4 1 (2.38%) HTML5
4 1 (2.38%) Twitter Bootstrap
Miscellaneous
1 11 (26.19%) Management Information System
2 4 (9.52%) Data Structures
2 4 (9.52%) Foreign Exchange (FX)
3 2 (4.76%) Analytical Skills
4 1 (2.38%) Data Integration
4 1 (2.38%) iPad
4 1 (2.38%) User Experience
Processes & Methodologies
1 16 (38.10%) SDLC
2 13 (30.95%) Agile Software Development
2 13 (30.95%) Data Architecture
3 12 (28.57%) Information Architecture
3 12 (28.57%) Logical Data Model
3 12 (28.57%) Physical Data Model
4 10 (23.81%) SOA
5 9 (21.43%) Enterprise Architecture
6 8 (19.05%) EAI
6 8 (19.05%) TOGAF
7 7 (16.67%) CRM
7 7 (16.67%) ITIL
7 7 (16.67%) OO
8 6 (14.29%) Data Management
9 5 (11.90%) E-Commerce
9 5 (11.90%) Information Governance
9 5 (11.90%) Information Management
9 5 (11.90%) Stakeholder Management
10 4 (9.52%) IT Governance
10 4 (9.52%) Scrum
Programming Languages
1 22 (52.38%) SQL
2 13 (30.95%) PL/SQL
2 13 (30.95%) T-SQL
3 10 (23.81%) C#
3 10 (23.81%) JavaScript
4 7 (16.67%) PHP
Qualifications
1 2 (4.76%) Degree
Quality Assurance & Compliance
1 1 (2.38%) SLA
Vendors
1 18 (42.86%) Oracle
2 6 (14.29%) Microsoft
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