The following table provides summary statistics for permanent job vacancies advertised in Cheshire 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 22 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
22 Mar 2017
Same period 2016 Same period 2015
Data Modelling
North West / Cheshire
Rank 81 103 114
Rank change year-on-year +22 +11  
Permanent jobs citing Data Modelling 12 4 13
As % of all permanent IT jobs advertised in Cheshire 1.14% 0.31% 0.74%
As % of the Processes & Methodologies category 1.31% 0.36% 0.82%
Number of salaries quoted 5 3 8
Median salary £45,000 £60,000 £42,000
Median salary % change year-on-year -25.00% +42.85%  
90% offered a salary of more than £37,500 £60,000 £37,150
10% offered a salary of more than £61,500 £60,000 £44,750
UK excluding London median salary £50,000 £47,500 £47,500
% change year-on-year +5.26% -  

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 Cheshire with a requirement for process and methodology skills.

Process & Methodology Skills
Cheshire
Permanent job vacancies with a requirement for process and methodology skills 916 1111 1595
As % of all permanent IT job vacancies advertised in Cheshire 87.16% 85.20% 90.83%
Number of salaries quoted 734 936 1223
Median salary £42,000 £40,000 £40,000
Median salary % change year-on-year +5.00% -  
90% offered a salary of more than £30,000 £26,000 £27,500
10% offered a salary of more than £62,500 £57,500 £55,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Modelling
Job Vacancy Trend in Cheshire

The job posting trend of jobs advertised in Cheshire 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 Cheshire

Data Modelling
Salary Trend in Cheshire

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

Salary trend for Data Modelling in Cheshire

Data Modelling
Salary Histogram in Cheshire

The salary distribution of IT jobs citing Data Modelling in Cheshire over the 3 months to 22 March 2017.

Salary histogram for Data Modelling in Cheshire

Data Modelling
Job Locations in Cheshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the Cheshire region over the 3 months to 22 March 2017. 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 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
Warrington - 3 £45,000 - 1
Chester - 2 £60,000 - 1
Sandbach - 2 - - 1
Ellesmere Port - 1 £37,500 -
Data Modelling
North West

Data Modelling
Top 30 Related IT Skills in Cheshire

For the 6 months to 22 March 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 Cheshire region with a requirement for Data Modelling.

1 17 (77.27%) SQL
2 13 (59.09%) Business Intelligence
3 11 (50.00%) ETL
3 11 (50.00%) SQL Server Integration Services
4 10 (45.45%) SQL Server Reporting Services
4 10 (45.45%) Data Warehouse
5 9 (40.91%) SQL Server Analysis Services
6 8 (36.36%) Kimball Methodology
7 7 (31.82%) SQL Server
8 5 (22.73%) Microsoft
8 5 (22.73%) Oracle
8 5 (22.73%) Teradata
8 5 (22.73%) Analytics
8 5 (22.73%) Relational Database
8 5 (22.73%) Data Quality
9 4 (18.18%) Big Data
9 4 (18.18%) Performance Tuning
9 4 (18.18%) Analytical Skills
9 4 (18.18%) Power BI
9 4 (18.18%) Unit Testing
9 4 (18.18%) Data Analysis
9 4 (18.18%) Predictive Analytics
9 4 (18.18%) Degree
9 4 (18.18%) Data Mining
10 3 (13.64%) Windows
10 3 (13.64%) Snowflake Schema
10 3 (13.64%) Star Schema
10 3 (13.64%) PL/SQL
10 3 (13.64%) T-SQL
10 3 (13.64%) .NET

Data Modelling
Top Related IT Skills in Cheshire 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:

Business Applications
1 3 (13.64%) Oracle EBS R12
Cloud Services
1 3 (13.64%) Microsoft Azure
2 1 (4.55%) Cloud Computing
2 1 (4.55%) Force.com
Database & Business Intelligence
1 11 (50.00%) SQL Server Integration Services
2 10 (45.45%) Data Warehouse
2 10 (45.45%) SQL Server Reporting Services
3 9 (40.91%) SQL Server Analysis Services
4 7 (31.82%) SQL Server
5 5 (22.73%) Relational Database
6 4 (18.18%) Big Data
6 4 (18.18%) Data Mining
6 4 (18.18%) Power BI
7 3 (13.64%) Oracle Reports
7 3 (13.64%) Snowflake Schema
7 3 (13.64%) Star Schema
8 2 (9.09%) Azure SQL Database
8 2 (9.09%) QlikView
9 1 (4.55%) SQL Server 2014
Development Applications
1 3 (13.64%) Oracle Forms
1 3 (13.64%) Visual Studio
2 1 (4.55%) Oracle APEX
General
1 3 (13.64%) Manufacturing
2 1 (4.55%) Advertising
2 1 (4.55%) Finance
2 1 (4.55%) Retail
Job Titles
1 13 (59.09%) Developer
2 6 (27.27%) Analyst
3 5 (22.73%) Business Intelligence Analyst
4 4 (18.18%) Architect
5 3 (13.64%) Business Intelligence Developer
5 3 (13.64%) Database Developer
5 3 (13.64%) Oracle Developer
6 2 (9.09%) Data Warehouse Developer
6 2 (9.09%) Java Architect
6 2 (9.09%) Java Developer
6 2 (9.09%) Senior Architect
6 2 (9.09%) Senior Developer
6 2 (9.09%) Senior Java Architect
6 2 (9.09%) Senior Java Developer
6 2 (9.09%) SSIS Developer
6 2 (9.09%) SSRS Developer
7 1 (4.55%) Information Systems Analyst
7 1 (4.55%) Salesforce Consultant
7 1 (4.55%) Salesforce Technical Consultant
7 1 (4.55%) Systems Analyst Programmer
Libraries, Frameworks & Software Standards
1 3 (13.64%) .NET
1 3 (13.64%) Java EE
1 3 (13.64%) RESTful
2 2 (9.09%) JDBC
2 2 (9.09%) ODBC
3 1 (4.55%) DHTML
3 1 (4.55%) HTML
3 1 (4.55%) Visualforce
Miscellaneous
1 4 (18.18%) Analytical Skills
2 3 (13.64%) Computer Science
2 3 (13.64%) Life Science
Operating Systems
1 3 (13.64%) Windows
1 3 (13.64%) Windows Server
2 2 (9.09%) Linux
Processes & Methodologies
1 13 (59.09%) Business Intelligence
2 11 (50.00%) ETL
3 8 (36.36%) Kimball Methodology
4 5 (22.73%) Analytics
5 4 (18.18%) Data Analysis
5 4 (18.18%) Performance Tuning
5 4 (18.18%) Predictive Analytics
5 4 (18.18%) Unit Testing
6 3 (13.64%) Agile Software Development
6 3 (13.64%) DevOps
6 3 (13.64%) OO
6 3 (13.64%) OOA/OOD
6 3 (13.64%) SDLC
6 3 (13.64%) Software Architecture
6 3 (13.64%) Statistical Analysis
6 3 (13.64%) UML
7 2 (9.09%) Data Integration
8 1 (4.55%) CRM
8 1 (4.55%) Data Analytics
8 1 (4.55%) Data Architecture
Programming Languages
1 17 (77.27%) SQL
2 3 (13.64%) C#
2 3 (13.64%) Java
2 3 (13.64%) PL/SQL
2 3 (13.64%) T-SQL
3 1 (4.55%) Apex Code
3 1 (4.55%) JavaScript
Qualifications
1 4 (18.18%) Degree
Quality Assurance & Compliance
1 5 (22.73%) Data Quality
2 3 (13.64%) QA
Vendors
1 5 (22.73%) Microsoft
1 5 (22.73%) Oracle
1 5 (22.73%) Teradata
2 1 (4.55%) Salesforce.com
Chester, Cheshire
Elevate Recruitment
Salary: Competitive salary plus benefits
Posted: 12 hours ago
Sandbach, Cheshire
Adria Solutions Ltd
Salary: £1 per annum + Benefits
Posted: 2 days ago
Warrington
Robert Walters UK
Salary: £40000 - £50000 per annum
Posted: 15 days ago