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 3 months to 28 June 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
Cheshire / Warrington
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 53 - 54
Rank change year-on-year - 0  
Permanent jobs citing Data Modelling 5 0 9
As % of all permanent IT jobs advertised in Warrington 1.31% - 1.83%
As % of the Processes & Methodologies category 1.48% - 1.96%
Number of salaries quoted 5 0 9
Median salary £47,500 - £39,000
90% offered a salary of more than £36,900 - £37,000
10% offered a salary of more than £55,000 - £42,500
UK excluding London median salary £48,750 £47,500 £45,500
% change year-on-year +2.63% +4.39%  

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

Process & Methodology Skills
Warrington
Permanent job vacancies with a requirement for process and methodology skills 338 232 459
As % of all permanent IT job vacancies advertised in Warrington 88.25% 92.43% 93.10%
Number of salaries quoted 287 209 411
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £28,500 £25,000 £25,000
10% offered a salary of more than £62,500 £50,000 £55,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Modelling
Job Vacancy Trend in Warrington

The job posting trend of jobs advertised in Warrington citing Data Modelling as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

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 3 months to 28 June 2017.

Salary histogram for Data Modelling in Warrington

For the 6 months to 28 June 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 7 (100.00%) SQL
2 6 (85.71%) SQL Server Integration Services
3 5 (71.43%) SQL Server Reporting Services
3 5 (71.43%) Business Intelligence
3 5 (71.43%) SQL Server
3 5 (71.43%) Data Warehouse
3 5 (71.43%) ETL
3 5 (71.43%) Microsoft
3 5 (71.43%) SQL Server Analysis Services
4 3 (42.86%) Kimball Methodology
5 2 (28.57%) Star Schema
5 2 (28.57%) Workflow
5 2 (28.57%) Business Analysis
5 2 (28.57%) Ruby
5 2 (28.57%) Use Case
5 2 (28.57%) Python
5 2 (28.57%) JavaScript
5 2 (28.57%) Perl
5 2 (28.57%) Analytical Skills
5 2 (28.57%) Enterprise Data Warehouse
5 2 (28.57%) Workflow Analysis
5 2 (28.57%) Microsoft Azure
5 2 (28.57%) R
5 2 (28.57%) Azure SQL Data Warehouse
6 1 (14.29%) Data Governance
6 1 (14.29%) PowerPivot
6 1 (14.29%) SAS Enterprise Miner
6 1 (14.29%) Data Mapping
6 1 (14.29%) Data Integration
6 1 (14.29%) Data Architecture

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 (14.29%) SAS
Applications
1 1 (14.29%) Microsoft Excel
Cloud Services
1 2 (28.57%) Microsoft Azure
Database & Business Intelligence
1 6 (85.71%) SQL Server Integration Services
2 5 (71.43%) Data Warehouse
2 5 (71.43%) SQL Server
2 5 (71.43%) SQL Server Analysis Services
2 5 (71.43%) SQL Server Reporting Services
3 2 (28.57%) Azure SQL Data Warehouse
3 2 (28.57%) Enterprise Data Warehouse
3 2 (28.57%) Star Schema
4 1 (14.29%) Data Mining
4 1 (14.29%) KNIME
4 1 (14.29%) Power BI
4 1 (14.29%) PowerPivot
4 1 (14.29%) SAS Enterprise Miner
4 1 (14.29%) SQL Server 2016
General
1 1 (14.29%) Advertising
1 1 (14.29%) Finance
1 1 (14.29%) Marketing
Job Titles
1 3 (42.86%) Architect
1 3 (42.86%) Data Architect
1 3 (42.86%) Developer
2 2 (28.57%) Business Intelligence Developer
2 2 (28.57%) Data Warehouse Architect
3 1 (14.29%) Analyst
3 1 (14.29%) Data Warehouse Developer
3 1 (14.29%) Insight Analyst
3 1 (14.29%) Solutions Architect
Miscellaneous
1 2 (28.57%) Analytical Skills
Processes & Methodologies
1 5 (71.43%) Business Intelligence
1 5 (71.43%) ETL
2 3 (42.86%) Kimball Methodology
3 2 (28.57%) Business Analysis
3 2 (28.57%) Use Case
3 2 (28.57%) Workflow
3 2 (28.57%) Workflow Analysis
4 1 (14.29%) Actionable Insight
4 1 (14.29%) Analytics
4 1 (14.29%) Data Architecture
4 1 (14.29%) Data Governance
4 1 (14.29%) Data Integration
4 1 (14.29%) Data Mapping
4 1 (14.29%) Qualitative Analysis
Programming Languages
1 7 (100.00%) SQL
2 2 (28.57%) JavaScript
2 2 (28.57%) Perl
2 2 (28.57%) Python
2 2 (28.57%) R
2 2 (28.57%) Ruby
3 1 (14.29%) T-SQL
Vendors
1 5 (71.43%) Microsoft
2 1 (14.29%) Cognos