Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Warrington with a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 6 months to 19 November 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
Cheshire > Warrington
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 69 72 88
Rank change year-on-year +3 +16 -10
Permanent jobs citing Data Modelling 11 9 13
As % of all permanent IT jobs advertised in Warrington 1.71% 1.45% 1.33%
As % of the Processes & Methodologies category 2.03% 1.56% 1.45%
Number of salaries quoted 8 7 12
Warrington median annual salary £42,500 £35,000 £40,000
Median salary % change year-on-year +21.43% -12.50% +2.56%
10th Percentile £26,150 £29,750 £34,500
90th Percentile £45,250 £40,900 £43,750
Cheshire median annual salary £45,000 £35,000 £40,000
% change year-on-year +28.57% -12.50% -5.88%

Data Modelling is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Warrington with a requirement for process or methodology skills.

All Process and Methodology Skills
Warrington
Permanent vacancies with a requirement for process or methodology skills 543 577 898
As % of all permanent IT jobs advertised in Warrington 84.58% 92.77% 91.73%
Number of salaries quoted 441 497 799
Warrington median annual salary £42,500 £38,000 £37,500
Median salary % change year-on-year +11.84% +1.33% -
10th Percentile £25,250 £22,500 £22,500
90th Percentile £63,750 £53,450 £53,750
Cheshire median annual salary £44,000 £37,500 £40,000
% change year-on-year +17.33% -6.25% -

Data Modelling
Job Vacancy Trend in Warrington

Job postings citing Data Modelling as a percentage of all IT jobs advertised in Warrington.

Job vacancy trend for Data Modelling in Warrington

Data Modelling
Salary Trend in Warrington

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

Salary trend for Data Modelling in Warrington

Data Modelling
Salary Histogram in Warrington

The salary distribution of IT jobs citing Data Modelling in Warrington over the 6 months to 19 November 2017.

Salary histogram for Data Modelling in Warrington

For the 6 months to 19 November 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 Warrington region with a requirement for Data Modelling.

1 8 (72.73%) SQL
2 7 (63.64%) T-SQL
2 7 (63.64%) SQL Server Reporting Services
3 6 (54.55%) SQL Server Integration Services
3 6 (54.55%) Data Warehouse
4 5 (45.45%) OO
4 5 (45.45%) ASP.NET
4 5 (45.45%) CSS
4 5 (45.45%) Web Services
4 5 (45.45%) C#
4 5 (45.45%) HTML
4 5 (45.45%) JavaScript
4 5 (45.45%) .NET
4 5 (45.45%) SQL Server
4 5 (45.45%) MVC
4 5 (45.45%) .NET Framework
4 5 (45.45%) Continuous Integration
4 5 (45.45%) Git (software)
4 5 (45.45%) ASP.NET MVC
4 5 (45.45%) NoSQL
4 5 (45.45%) Entity Framework
5 4 (36.36%) Unit Testing
5 4 (36.36%) VBScript
5 4 (36.36%) VB.NET
5 4 (36.36%) Windows
6 3 (27.27%) DTS
6 3 (27.27%) Advertising
6 3 (27.27%) Business Intelligence
6 3 (27.27%) Microsoft
6 3 (27.27%) Cognos

Data Modelling
Co-occurring IT Skills in Warrington 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 (9.09%) SAS
Applications
1 1 (9.09%) Microsoft Excel
Communications & Networking
1 2 (18.18%) Internet
2 1 (9.09%) Intranet
Database & Business Intelligence
1 7 (63.64%) SQL Server Reporting Services
2 6 (54.55%) Data Warehouse
2 6 (54.55%) SQL Server Integration Services
3 5 (45.45%) NoSQL
3 5 (45.45%) SQL Server
4 3 (27.27%) DTS
5 2 (18.18%) Power BI
5 2 (18.18%) RDBMS
5 2 (18.18%) Relational Database
5 2 (18.18%) SQL Server Analysis Services
6 1 (9.09%) BusinessObjects
6 1 (9.09%) BusinessObjects Business Intelligence
6 1 (9.09%) Data Mining
6 1 (9.09%) KNIME
6 1 (9.09%) PowerPivot
6 1 (9.09%) SAP BW
6 1 (9.09%) SAP HANA
6 1 (9.09%) SAS Enterprise Miner
6 1 (9.09%) SQL Server 2016
Development Applications
1 5 (45.45%) Git (software)
General
1 3 (27.27%) Advertising
2 2 (18.18%) Finance
3 1 (9.09%) Marketing
Job Titles
1 7 (63.64%) Developer
2 5 (45.45%) .NET Developer
3 3 (27.27%) Analyst
4 2 (18.18%) Data Warehouse Developer
5 1 (9.09%) Business Analyst
5 1 (9.09%) Consultant
5 1 (9.09%) Data Analyst
5 1 (9.09%) Insight Analyst
5 1 (9.09%) Junior
5 1 (9.09%) Junior Analyst
5 1 (9.09%) Junior Data Analyst
5 1 (9.09%) SAP BW Consultant
5 1 (9.09%) SAP Consultant
Libraries, Frameworks & Software Standards
1 5 (45.45%) .NET
1 5 (45.45%) .NET Framework
1 5 (45.45%) ASP.NET
1 5 (45.45%) ASP.NET MVC
1 5 (45.45%) CSS
1 5 (45.45%) Entity Framework
1 5 (45.45%) HTML
1 5 (45.45%) Web Services
2 2 (18.18%) jQuery
Miscellaneous
1 2 (18.18%) User Experience
2 1 (9.09%) Algorithms
2 1 (9.09%) Analytical Skills
2 1 (9.09%) Computer Science
2 1 (9.09%) Greenfield Project
Operating Systems
1 4 (36.36%) Windows
Processes & Methodologies
1 5 (45.45%) Continuous Integration
1 5 (45.45%) MVC
1 5 (45.45%) OO
2 4 (36.36%) Unit Testing
3 3 (27.27%) Business Intelligence
4 2 (18.18%) Change Control
4 2 (18.18%) Data Entry
4 2 (18.18%) Data Mapping
4 2 (18.18%) ETL
4 2 (18.18%) Kimball Methodology
4 2 (18.18%) Release Management
5 1 (9.09%) Actionable Insight
5 1 (9.09%) Analytics
5 1 (9.09%) Business Analysis
5 1 (9.09%) Business Process Modelling
5 1 (9.09%) Creative Thinking
5 1 (9.09%) Data Flow Diagram
5 1 (9.09%) Mathematics
5 1 (9.09%) Qualitative Analysis
5 1 (9.09%) SDLC
Programming Languages
1 8 (72.73%) SQL
2 7 (63.64%) T-SQL
3 5 (45.45%) C#
3 5 (45.45%) JavaScript
4 4 (36.36%) VB.NET
4 4 (36.36%) VBScript
5 1 (9.09%) ABAP
Qualifications
1 1 (9.09%) Degree
Quality Assurance & Compliance
1 1 (9.09%) SLA
Vendors
1 3 (27.27%) Cognos
1 3 (27.27%) Microsoft
2 1 (9.09%) SAP