The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Staffordshire region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 18 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
18 Jan 2017
Same period 2016 Same period 2015
Data Modelling
West Midlands / Staffordshire
Rank - 35 62
Permanent jobs citing Data Modelling 0 36 7
As % of all permanent IT jobs located in Staffordshire - 6.10% 1.24%
As % of the Processes & Methodologies category - 7.05% 1.48%
Number of salaries quoted 0 33 7
Median salary - £38,000 £37,500
Median salary % change year-on-year
- +1.33%
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%

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

Processes & Methodologies Category
Staffordshire
Permanent IT job ads with a match in the
Processes & Methodologies category
508 511 473
As % of all permanent IT jobs located in Staffordshire 92.87% 86.61% 84.01%
Number of salaries quoted 416 469 406
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £30,000 £28,550 £26,500
10% offered a salary of more than £55,000 £55,000 £52,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Modelling
Jobs Demand Trend in Staffordshire

The demand trend of job ads across the Staffordshire 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 Staffordshire

Data Modelling
Salary Trend in Staffordshire

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

Data Modelling Salary Trend in Staffordshire

Data Modelling
Top 30 Related IT Skills in Staffordshire

For the 6 months to 18 January 2017, 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 Staffordshire region with a requirement for Data Modelling.

1 6 (66.67%) Agile Software Development
2 5 (55.56%) NHS
2 5 (55.56%) Pharmaceutical
3 4 (44.44%) Finance
3 4 (44.44%) SQL
3 4 (44.44%) T-SQL
3 4 (44.44%) SQL Server
3 4 (44.44%) SQL Server Reporting Services
3 4 (44.44%) SQL Server Integration Services
3 4 (44.44%) SQL Server Analysis Services
3 4 (44.44%) iPad
3 4 (44.44%) SQL CLR
3 4 (44.44%) SQL Server 2012
3 4 (44.44%) Enterprise Software
3 4 (44.44%) Performance Tuning
4 3 (33.33%) SQL Server 2014
4 3 (33.33%) CRUD
4 3 (33.33%) jQuery
4 3 (33.33%) User Acceptance Testing
4 3 (33.33%) JavaScript
4 3 (33.33%) .NET
4 3 (33.33%) Project Management
4 3 (33.33%) Business Intelligence
5 2 (22.22%) Stakeholder Management
6 1 (11.11%) SQL Server 2008
6 1 (11.11%) Stakeholder Engagement
6 1 (11.11%) Relational Database
6 1 (11.11%) Software Engineering
6 1 (11.11%) Degree
6 1 (11.11%) Computer Science

Data Modelling
Top Related IT Skills in Staffordshire 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:

Database & Business Intelligence
1 4 (44.44%) SQL CLR
1 4 (44.44%) SQL Server
1 4 (44.44%) SQL Server 2012
1 4 (44.44%) SQL Server Analysis Services
1 4 (44.44%) SQL Server Integration Services
1 4 (44.44%) SQL Server Reporting Services
2 3 (33.33%) SQL Server 2014
3 1 (11.11%) Relational Database
3 1 (11.11%) SQL Server 2008
General
1 5 (55.56%) Pharmaceutical
2 4 (44.44%) Finance
Job Titles
1 5 (55.56%) Analyst
1 5 (55.56%) Business Analyst
2 4 (44.44%) Developer
2 4 (44.44%) SQL Developer
2 4 (44.44%) SQL Server Developer
2 4 (44.44%) SSIS Developer
2 4 (44.44%) T-SQL Developer
3 2 (22.22%) Senior Developer
3 2 (22.22%) Senior SQL Developer
3 2 (22.22%) Senior SQL Server Developer
4 1 (11.11%) Senior Analyst
4 1 (11.11%) Senior Business Analyst
4 1 (11.11%) SSRS Developer
Libraries, Frameworks & Software Standards
1 3 (33.33%) .NET
1 3 (33.33%) jQuery
2 1 (11.11%) XML
Miscellaneous
1 5 (55.56%) NHS
2 4 (44.44%) Enterprise Software
2 4 (44.44%) iPad
3 1 (11.11%) Analytical Skills
3 1 (11.11%) Computer Science
Processes & Methodologies
1 6 (66.67%) Agile Software Development
2 4 (44.44%) Performance Tuning
3 3 (33.33%) Business Intelligence
3 3 (33.33%) CRUD
3 3 (33.33%) Project Management
3 3 (33.33%) User Acceptance Testing
4 2 (22.22%) Stakeholder Management
5 1 (11.11%) Logical Data Model
5 1 (11.11%) Software Engineering
5 1 (11.11%) Stakeholder Engagement
Programming Languages
1 4 (44.44%) SQL
1 4 (44.44%) T-SQL
2 3 (33.33%) JavaScript
Qualifications
1 1 (11.11%) Degree
1 1 (11.11%) ISEB