The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Cheshire region. Included is a guide to the average salaries offered in IT jobs that have cited Data Modelling over the 3 months to 10 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
10 Feb 2016
Same period 2015 Same period 2014
Data Modeling
Rank - 116 94
Permanent jobs citing Data Modelling 0 11 27
As % of all permanent IT jobs located in Cheshire - 0.60% 1.69%
As % of the Processes & Methodologies category - 0.68% 2.03%
Number of salaries quoted 0 7 11
Average salary - £42,500 £55,000
Average salary % change year-on-year
- -22.72%
UK excluding London average salary £47,500 £46,000 £47,500
% change year-on-year
+3.26% -3.15%
Data Modelling
North West

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

Processes & Methodologies Category
Cheshire
Permanent IT job ads with a match in the
Processes & Methodologies category
1070 1624 1332
As % of all permanent IT jobs located in Cheshire 83.33% 88.12% 83.25%
Number of salaries quoted 939 1326 992
Average salary £40,000 £40,000 £40,000
90% offered a salary of more than £27,000 £27,500 £30,000
10% offered a salary of more than £54,000 £55,000 £61,215
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

Data Modelling
Jobs Demand Trend in Cheshire

This chart provides a 3-month moving total of permanent IT jobs citing Data Modelling across the Cheshire region as a proportion of the total demand within the Processes & Methodologies category.

Data Modelling Jobs Demand Trend 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 across the Cheshire region.

Data Modelling Salary Trend in Cheshire

Data Modelling
Top 30 Related IT Skills in Cheshire

For the 6 months to 10 February 2016, IT jobs across the Cheshire region citing Data Modelling also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Modelling.

1 8 (61.54%) SQL
2 6 (46.15%) SQL Server
2 6 (46.15%) Data Management
3 5 (38.46%) SQL Server Reporting Services
3 5 (38.46%) Migration
3 5 (38.46%) ETL
4 4 (30.77%) Business Intelligence
4 4 (30.77%) IBM
4 4 (30.77%) T-SQL
4 4 (30.77%) Oracle
4 4 (30.77%) Finance
4 4 (30.77%) Teradata
4 4 (30.77%) Banking
4 4 (30.77%) SQL Server Integration Services
4 4 (30.77%) Master Data Management
5 3 (23.08%) SQL Server 2012
5 3 (23.08%) Analytical Skills
5 3 (23.08%) SQL Server Analysis Services
5 3 (23.08%) SQL Server 2008
5 3 (23.08%) Retail
5 3 (23.08%) Data Warehouse
5 3 (23.08%) SAP
5 3 (23.08%) UML
5 3 (23.08%) Microsoft
6 2 (15.38%) Microsoft Certification
6 2 (15.38%) Informatica
6 2 (15.38%) Embarcadero
6 2 (15.38%) ITIL
6 2 (15.38%) VBA
6 2 (15.38%) Agile Software Development

Data Modelling
Top Related IT Skills in Cheshire by Category

For the 6 months to 10 February 2016, IT jobs across the Cheshire region citing Data Modelling also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Modelling. Up to 20 skills are shown per category.

Application Platforms
1 1 (7.69%) SAS
Applications
1 1 (7.69%) MS Excel
1 1 (7.69%) Spreadsheet
Database & Business Intelligence
1 6 (46.15%) SQL Server
2 5 (38.46%) SQL Server Reporting Services
3 4 (30.77%) SQL Server Integration Services
4 3 (23.08%) Data Warehouse
4 3 (23.08%) SQL Server 2008
4 3 (23.08%) SQL Server 2012
4 3 (23.08%) SQL Server Analysis Services
5 2 (15.38%) IBM InfoSphere
6 1 (7.69%) BusinessObjects
6 1 (7.69%) Oracle BI EE
6 1 (7.69%) Oracle Reports
6 1 (7.69%) Power BI
6 1 (7.69%) Relational Database
Development Applications
1 1 (7.69%) Visual Studio
General
1 4 (30.77%) Banking
1 4 (30.77%) Finance
2 3 (23.08%) Retail
3 2 (15.38%) Retail Banking
4 1 (7.69%) Advertising
4 1 (7.69%) Pharmaceutical
Job Titles
1 4 (30.77%) Analyst
2 3 (23.08%) Business Analyst
2 3 (23.08%) Developer
3 2 (15.38%) Architect
3 2 (15.38%) Business Intelligence Developer
3 2 (15.38%) Data Architect
3 2 (15.38%) Data Modeller
3 2 (15.38%) DBA
3 2 (15.38%) Senior Analyst
3 2 (15.38%) Senior Business Analyst
3 2 (15.38%) SQL DBA
4 1 (7.69%) Business Intelligence Specialist
4 1 (7.69%) Business Systems Analyst
4 1 (7.69%) Data Analyst
4 1 (7.69%) MicroStrategy Developer
4 1 (7.69%) Server Analyst
4 1 (7.69%) SQL Analyst
4 1 (7.69%) SQL Data Analyst
4 1 (7.69%) SQL Server Analyst
4 1 (7.69%) Systems Analyst
Libraries, Frameworks & Software Standards
1 1 (7.69%) .NET
1 1 (7.69%) MDX
Miscellaneous
1 3 (23.08%) Analytical Skills
2 2 (15.38%) Computer Science
2 2 (15.38%) Replication
3 1 (7.69%) Economics
3 1 (7.69%) Life Science
3 1 (7.69%) Statistics
3 1 (7.69%) Visualisation
Operating Systems
1 1 (7.69%) Unix
Processes & Methodologies
1 6 (46.15%) Data Management
2 5 (38.46%) ETL
2 5 (38.46%) Migration
3 4 (30.77%) Business Intelligence
3 4 (30.77%) Master Data Management
4 3 (23.08%) UML
5 2 (15.38%) Agile Software Development
5 2 (15.38%) Analytics
5 2 (15.38%) BPMN
5 2 (15.38%) Data Architecture
5 2 (15.38%) Data Mapping
5 2 (15.38%) Data Migration
5 2 (15.38%) ITIL
5 2 (15.38%) Kimball Methodology
5 2 (15.38%) Logical Data Model
5 2 (15.38%) Mentoring
5 2 (15.38%) Performance Monitoring
5 2 (15.38%) Performance Optimisation
5 2 (15.38%) Physical Data Model
5 2 (15.38%) Stakeholder Management
Programming Languages
1 8 (61.54%) SQL
2 4 (30.77%) T-SQL
3 2 (15.38%) VBA
4 1 (7.69%) C
4 1 (7.69%) C++
Qualifications
1 2 (15.38%) Degree
1 2 (15.38%) MCITP
1 2 (15.38%) Microsoft Certification
2 1 (7.69%) ISEB
Vendors
1 4 (30.77%) IBM
1 4 (30.77%) Oracle
1 4 (30.77%) Teradata
2 3 (23.08%) Microsoft
2 3 (23.08%) SAP
3 2 (15.38%) Embarcadero
3 2 (15.38%) Informatica
4 1 (7.69%) Ab Initio
4 1 (7.69%) Cognizant
4 1 (7.69%) Cognos
4 1 (7.69%) MicroStrategy