The following table provides summary statistics for permanent job vacancies advertised in York 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 26 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Data Modelling
Rank 46 43 55
Rank change year-on-year -3 +12  
Permanent jobs citing Data Modelling 6 13 3
As % of all permanent IT jobs advertised in York 1.83% 3.04% 0.79%
As % of the Processes & Methodologies category 1.91% 3.32% 0.87%
Number of salaries quoted 5 13 3
Median salary £45,000 £42,500 £32,500
Median salary % change year-on-year +5.88% +30.76%  
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 York with a requirement for process and methodology skills.

Process & Methodology Skills
York
Permanent job vacancies with a requirement for process and methodology skills 314 391 343
As % of all permanent IT job vacancies advertised in York 95.73% 91.57% 89.79%
Number of salaries quoted 260 348 269
Median salary £43,000 £40,000 £38,000
Median salary % change year-on-year +7.50% +5.26%  
90% offered a salary of more than £32,500 £29,500 £26,600
10% offered a salary of more than £50,000 £52,500 £50,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Modelling
Job Vacancy Trend in York

The job posting trend of jobs advertised in York 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 York

Data Modelling
Salary Trend in York

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

Salary trend for Data Modelling in York

Data Modelling
Salary Histogram in York

The salary distribution of IT jobs citing Data Modelling in York over the 3 months to 26 March 2017.

Salary histogram for Data Modelling in York

Data Modelling
Top 30 Related IT Skills in York

For the 6 months to 26 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 York region with a requirement for Data Modelling.

1 10 (76.92%) SQL
1 10 (76.92%) T-SQL
1 10 (76.92%) SQL Server
1 10 (76.92%) Data Warehouse
1 10 (76.92%) SQL Server Reporting Services
1 10 (76.92%) SQL Server Integration Services
1 10 (76.92%) SQL Server Analysis Services
2 9 (69.23%) .NET
2 9 (69.23%) C#
2 9 (69.23%) ASP.NET
3 7 (53.85%) Agile Software Development
4 6 (46.15%) SQL Server 2008
5 5 (38.46%) Business Intelligence
5 5 (38.46%) VB.NET
5 5 (38.46%) CRM
5 5 (38.46%) MS Excel
5 5 (38.46%) SQL Server 2012
6 4 (30.77%) Power BI
6 4 (30.77%) SQL Server 2016
6 4 (30.77%) Marketing
6 4 (30.77%) Web Development
6 4 (30.77%) .NET Framework
6 4 (30.77%) Entity Framework
6 4 (30.77%) Data Visualisation
6 4 (30.77%) Analytics
6 4 (30.77%) Visualisation
6 4 (30.77%) Continuous Integration
6 4 (30.77%) MS Access
6 4 (30.77%) ETL
6 4 (30.77%) HTML

Data Modelling
Top Related IT Skills in York 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 (7.69%) SharePoint
1 1 (7.69%) SharePoint Server
Applications
1 5 (38.46%) MS Excel
2 1 (7.69%) MS Office
Business Applications
1 1 (7.69%) Cognos Business Intelligence
1 1 (7.69%) Cognos TM1
1 1 (7.69%) SAP BPC
Database & Business Intelligence
1 10 (76.92%) Data Warehouse
1 10 (76.92%) SQL Server
1 10 (76.92%) SQL Server Analysis Services
1 10 (76.92%) SQL Server Integration Services
1 10 (76.92%) SQL Server Reporting Services
2 6 (46.15%) SQL Server 2008
3 5 (38.46%) SQL Server 2012
4 4 (30.77%) MS Access
4 4 (30.77%) Power BI
4 4 (30.77%) SQL Server 2016
5 1 (7.69%) Microsoft Analysis Services
5 1 (7.69%) SQL Server 2014
General
1 4 (30.77%) Marketing
2 1 (7.69%) Finance
Job Titles
1 6 (46.15%) Developer
1 6 (46.15%) SQL Developer
2 5 (38.46%) .NET Developer
2 5 (38.46%) C# .NET Developer
2 5 (38.46%) C# Developer
2 5 (38.46%) CRM Developer
2 5 (38.46%) Database Developer
2 5 (38.46%) SQL Database Developer
2 5 (38.46%) T-SQL Developer
3 4 (30.77%) Data Manager
3 4 (30.77%) Development Manager
3 4 (30.77%) Web Development Manager
3 4 (30.77%) Web Manager
4 3 (23.08%) Graduate
4 3 (23.08%) Junior
5 2 (15.38%) Graduate Programmer
5 2 (15.38%) Junior Programmer
5 2 (15.38%) Programmer
6 1 (7.69%) Business Intelligence Developer
6 1 (7.69%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 9 (69.23%) .NET
1 9 (69.23%) ASP.NET
2 4 (30.77%) .NET Framework
2 4 (30.77%) CSS
2 4 (30.77%) Entity Framework
2 4 (30.77%) HTML
Miscellaneous
1 3 (23.08%) Computer Science
2 1 (7.69%) Analytical Skills
Operating Systems
1 1 (7.69%) Windows
1 1 (7.69%) Windows Server
Processes & Methodologies
1 7 (53.85%) Agile Software Development
2 5 (38.46%) Business Intelligence
2 5 (38.46%) CRM
3 4 (30.77%) Analytics
3 4 (30.77%) Continuous Integration
3 4 (30.77%) Data Visualisation
3 4 (30.77%) ETL
3 4 (30.77%) MVC
3 4 (30.77%) Project Management
3 4 (30.77%) Scrum
3 4 (30.77%) Visualisation
3 4 (30.77%) Web Development
4 3 (23.08%) Logical Data Model
4 3 (23.08%) Physical Data Model
5 1 (7.69%) Performance Management
5 1 (7.69%) Performance Tuning
Programming Languages
1 10 (76.92%) SQL
1 10 (76.92%) T-SQL
2 9 (69.23%) C#
3 5 (38.46%) VB.NET
4 4 (30.77%) JavaScript
Qualifications
1 3 (23.08%) Degree
2 1 (7.69%) AAT
2 1 (7.69%) CIMA
System Software
1 1 (7.69%) Active Directory
Vendors
1 1 (7.69%) Cognos
1 1 (7.69%) IBM
1 1 (7.69%) Microsoft
1 1 (7.69%) SAP
1 1 (7.69%) VMware