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 25 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Jul 2016
Same period 2015 Same period 2014
Data Modelling
Rank 64 57 61
Rank change year-on-year
-7 +4
Permanent jobs citing Data Modelling 13 20 23
As % of all permanent IT jobs located in Staffordshire 1.90% 3.04% 3.19%
As % of the Processes & Methodologies category 2.13% 3.36% 4.06%
Number of salaries quoted 12 18 5
Median salary £39,500 £38,500 £62,500
Median salary % change year-on-year
+2.59% -38.40%
90% offered a salary of more than £30,750 £24,100 £28,000
10% offered a salary of more than £43,600 £40,000 £70,000
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%
Data Modelling
West Midlands

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
609 595 567
As % of all permanent IT jobs located in Staffordshire 89.17% 90.56% 78.75%
Number of salaries quoted 548 508 437
Median salary £37,500 £40,000 £37,500
Median salary % change year-on-year
-6.25% +6.66%
90% offered a salary of more than £24,000 £28,500 £24,000
10% offered a salary of more than £55,000 £57,500 £55,000
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 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
Salary Histogram in Staffordshire

This chart provides a salary histogram for IT jobs citing Data Modelling across the Staffordshire region over the 3 months to 25 July 2016.

Data Modelling Salary Histogram in Staffordshire

Data Modelling
Job Locations in Staffordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the Staffordshire region over the 3 months to 25 July 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
Stoke-on-Trent -12 9 £39,500 +58.00%
Burton-upon-Trent - 2 £50,750 -
Cannock - 1 £38,500 -
Data Modelling
West Midlands

Data Modelling
Top 30 Related IT Skills in Staffordshire

For the 6 months to 25 July 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 Staffordshire region with a requirement for Data Modelling.

1 17 (77.27%) SQL
2 14 (63.64%) SQL Server
3 13 (59.09%) Analytical Skills
4 10 (45.45%) Microsoft
4 10 (45.45%) SQL Server Reporting Services
5 9 (40.91%) SQL Server Integration Services
5 9 (40.91%) .NET
6 8 (36.36%) T-SQL
6 8 (36.36%) Replication
6 8 (36.36%) Statistics
6 8 (36.36%) SQL Server 2008
6 8 (36.36%) Performance Tuning
6 8 (36.36%) Performance Monitoring
7 7 (31.82%) Business Intelligence
8 6 (27.27%) ETL
9 5 (22.73%) C#
9 5 (22.73%) OLTP
9 5 (22.73%) User Acceptance Testing
9 5 (22.73%) ETL Development
10 4 (18.18%) Continuous Integration
10 4 (18.18%) .NET Framework
10 4 (18.18%) JIRA
10 4 (18.18%) SQL Server Analysis Services
10 4 (18.18%) Relational Database
10 4 (18.18%) Analytics
10 4 (18.18%) Database Security
10 4 (18.18%) TeamCity
10 4 (18.18%) Team Foundation Server
10 4 (18.18%) Visualisation
10 4 (18.18%) Entity Framework

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:

Application Platforms
1 2 (9.09%) BizTalk Server
2 1 (4.55%) CMS
2 1 (4.55%) Sitecore CMS
2 1 (4.55%) Umbraco
Applications
1 3 (13.64%) MS Excel
2 2 (9.09%) MS Office
Business Applications
1 2 (9.09%) Dynamics AX
1 2 (9.09%) Dynamics CRM
Cloud Services
1 2 (9.09%) IaaS
1 2 (9.09%) PaaS
1 2 (9.09%) SaaS
Database & Business Intelligence
1 14 (63.64%) SQL Server
2 10 (45.45%) SQL Server Reporting Services
3 9 (40.91%) SQL Server Integration Services
4 8 (36.36%) SQL Server 2008
5 5 (22.73%) OLTP
6 4 (18.18%) BusinessObjects
6 4 (18.18%) Relational Database
6 4 (18.18%) SQL Server Analysis Services
7 1 (4.55%) SQL Server 2012
7 1 (4.55%) SQL Server 2014
Development Applications
1 4 (18.18%) ERwin
1 4 (18.18%) JIRA
1 4 (18.18%) Subversion
1 4 (18.18%) Team Foundation Server
1 4 (18.18%) TeamCity
General
1 3 (13.64%) Finance
2 2 (9.09%) Advertising
2 2 (9.09%) Pharmaceutical
3 1 (4.55%) Games
3 1 (4.55%) Manufacturing
Job Titles
1 15 (68.18%) Developer
2 9 (40.91%) SQL Developer
3 8 (36.36%) DBA
4 7 (31.82%) SQL DBA
5 5 (22.73%) Business Developer
6 4 (18.18%) Administrator
6 4 (18.18%) Business Objects Developer
6 4 (18.18%) SQL Server Developer
7 3 (13.64%) Analyst
7 3 (13.64%) Business Analyst
7 3 (13.64%) Junior
7 3 (13.64%) Junior Developer
7 3 (13.64%) Junior SQL Developer
7 3 (13.64%) Junior SQL Server Developer
7 3 (13.64%) Report Developer
7 3 (13.64%) Senior Developer
7 3 (13.64%) Senior SQL Developer
7 3 (13.64%) Senior SQL Server Developer
8 2 (9.09%) Business Intelligence Developer
8 2 (9.09%) Cognos Developer
Libraries, Frameworks & Software Standards
1 9 (40.91%) .NET
2 4 (18.18%) .NET Framework
2 4 (18.18%) Entity Framework
3 1 (4.55%) CSS
3 1 (4.55%) HTML
3 1 (4.55%) jQuery
3 1 (4.55%) JSON
3 1 (4.55%) Web Services
3 1 (4.55%) XML
Miscellaneous
1 13 (59.09%) Analytical Skills
2 8 (36.36%) Replication
2 8 (36.36%) Statistics
3 4 (18.18%) Visualisation
4 2 (9.09%) Computer Science
4 2 (9.09%) Management Information System
4 2 (9.09%) NHS
5 1 (4.55%) Life Science
5 1 (4.55%) Tandem
Processes & Methodologies
1 8 (36.36%) Performance Monitoring
1 8 (36.36%) Performance Tuning
2 7 (31.82%) Business Intelligence
3 6 (27.27%) ETL
4 5 (22.73%) ETL Development
4 5 (22.73%) User Acceptance Testing
5 4 (18.18%) Agile Software Development
5 4 (18.18%) Analytics
5 4 (18.18%) Business Continuity
5 4 (18.18%) Continuous Integration
5 4 (18.18%) Data Management
5 4 (18.18%) Database Security
5 4 (18.18%) ITIL
5 4 (18.18%) Risk Assessment
6 3 (13.64%) Business Analysis
6 3 (13.64%) Time Management
6 3 (13.64%) Waterfall
7 2 (9.09%) CRUD
7 2 (9.09%) Logical Data Model
7 2 (9.09%) Project Planning
Programming Languages
1 17 (77.27%) SQL
2 8 (36.36%) T-SQL
3 5 (22.73%) C#
4 1 (4.55%) JavaScript
Qualifications
1 2 (9.09%) Degree
1 2 (9.09%) Microsoft Certification
Vendors
1 10 (45.45%) Microsoft
2 4 (18.18%) Cognos
3 3 (13.64%) IDERA
4 1 (4.55%) EPiServer
4 1 (4.55%) SAP
4 1 (4.55%) Sitecore