The following table provides summary statistics for permanent job vacancies advertised in Halifax 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 27 June 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
West Yorkshire / Halifax
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 26 - 35
Rank change year-on-year - 0  
Permanent jobs citing Data Modelling 5 0 3
As % of all permanent IT jobs advertised in Halifax 4.20% - 1.41%
As % of the Processes & Methodologies category 4.35% - 1.59%
Number of salaries quoted 5 0 3
Median salary £70,000 - £55,000
UK excluding London median salary £48,500 £47,500 £45,500
% change year-on-year +2.10% +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 Halifax with a requirement for process and methodology skills.

Process & Methodology Skills
Halifax
Permanent job vacancies with a requirement for process and methodology skills 115 102 189
As % of all permanent IT job vacancies advertised in Halifax 96.64% 90.27% 88.73%
Number of salaries quoted 100 92 139
Median salary £50,000 £45,000 £36,000
Median salary % change year-on-year +11.11% +25.00%  
90% offered a salary of more than £40,000 £27,500 £25,000
10% offered a salary of more than £70,000 £47,500 £60,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Modelling
Job Vacancy Trend in Halifax

The job posting trend of jobs advertised in Halifax 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 Halifax

Data Modelling
Salary Trend in Halifax

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

Salary trend for Data Modelling in Halifax

For the 6 months to 27 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 Halifax region with a requirement for Data Modelling.

1 19 (100.00%) SQL Server
1 19 (100.00%) Microsoft
1 19 (100.00%) Analytics
2 18 (94.74%) Greenfield Project
2 18 (94.74%) SQL Server Integration Services
2 18 (94.74%) SQL Server Analysis Services
2 18 (94.74%) Stakeholder Engagement
2 18 (94.74%) Management Information System
2 18 (94.74%) Finance
2 18 (94.74%) TOGAF
2 18 (94.74%) SQL Server Reporting Services
2 18 (94.74%) Data Warehouse
2 18 (94.74%) E-Commerce
2 18 (94.74%) ETL
2 18 (94.74%) Business Intelligence
3 4 (21.05%) SQL
4 1 (5.26%) Microservices
4 1 (5.26%) gulp
4 1 (5.26%) Windows 10
4 1 (5.26%) SOLID
4 1 (5.26%) Windows Server
4 1 (5.26%) Twitter Bootstrap
4 1 (5.26%) TypeScript
4 1 (5.26%) ASP.NET Web API
4 1 (5.26%) ASP.NET MVC
4 1 (5.26%) HTML5
4 1 (5.26%) Team Foundation Server
4 1 (5.26%) Microsoft Azure
4 1 (5.26%) JSON
4 1 (5.26%) ReSharper

Data Modelling
Co-occurring IT Skills in Halifax 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:

Cloud Services
1 1 (5.26%) Microsoft Azure
Communications & Networking
1 1 (5.26%) HTTP
1 1 (5.26%) Internet
1 1 (5.26%) SMTP
1 1 (5.26%) SSL
Database & Business Intelligence
1 19 (100.00%) SQL Server
2 18 (94.74%) Data Warehouse
2 18 (94.74%) SQL Server Analysis Services
2 18 (94.74%) SQL Server Integration Services
2 18 (94.74%) SQL Server Reporting Services
3 1 (5.26%) Apache Hive
3 1 (5.26%) Big Data
Development Applications
1 1 (5.26%) Fiddler
1 1 (5.26%) gulp
1 1 (5.26%) ReSharper
1 1 (5.26%) Team Foundation Server
1 1 (5.26%) Visual Studio
General
1 18 (94.74%) Finance
Job Titles
1 19 (100.00%) Architect
2 18 (94.74%) Data Architect
2 18 (94.74%) SQL Server Architect
3 15 (78.95%) Enterprise Architect
3 15 (78.95%) Enterprise Data Architect
4 3 (15.79%) Digital Architect
5 1 (5.26%) Lead Architect
5 1 (5.26%) Lead Solutions Architect
5 1 (5.26%) Solutions Architect
5 1 (5.26%) Technical Architect
5 1 (5.26%) Technical Leader
5 1 (5.26%) Technical Solutions Architect
Libraries, Frameworks & Software Standards
1 1 (5.26%) .NET
1 1 (5.26%) AngularJS
1 1 (5.26%) ASP.NET
1 1 (5.26%) ASP.NET MVC
1 1 (5.26%) ASP.NET Web API
1 1 (5.26%) CSS
1 1 (5.26%) CSS3
1 1 (5.26%) EDI
1 1 (5.26%) HTML
1 1 (5.26%) HTML5
1 1 (5.26%) JSON
1 1 (5.26%) REST
1 1 (5.26%) SOAP
1 1 (5.26%) Twitter Bootstrap
1 1 (5.26%) WCF
1 1 (5.26%) XML
Miscellaneous
1 18 (94.74%) Greenfield Project
1 18 (94.74%) Management Information System
Operating Systems
1 1 (5.26%) Windows
1 1 (5.26%) Windows 10
1 1 (5.26%) Windows 8
1 1 (5.26%) Windows Server
Processes & Methodologies
1 19 (100.00%) Analytics
2 18 (94.74%) Business Intelligence
2 18 (94.74%) E-Commerce
2 18 (94.74%) ETL
2 18 (94.74%) Stakeholder Engagement
2 18 (94.74%) TOGAF
3 1 (5.26%) Agile Software Development
3 1 (5.26%) BDD
3 1 (5.26%) Big Data Analytics
3 1 (5.26%) Continuous Improvement
3 1 (5.26%) Data Analytics
3 1 (5.26%) Microservices
3 1 (5.26%) MVC
3 1 (5.26%) SOA
3 1 (5.26%) Software Engineering
3 1 (5.26%) SOLID
3 1 (5.26%) TDD
3 1 (5.26%) Waterfall
Programming Languages
1 4 (21.05%) SQL
2 1 (5.26%) C#
2 1 (5.26%) JavaScript
2 1 (5.26%) TypeScript
Vendors
1 19 (100.00%) Microsoft