The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for Data Transformation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Transformation over the 3 months to 26 June 2017 with a comparison to the same period in the previous 2 years.

Data Transformation
England / Yorkshire
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 240 230 253
Rank change year-on-year -10 +23  
Permanent jobs citing Data Transformation 1 6 4
As % of all permanent IT jobs advertised in Yorkshire 0.018% 0.11% 0.059%
As % of the Processes & Methodologies category 0.020% 0.12% 0.065%
Number of salaries quoted 1 6 3
Median salary £34,355 £37,500 £34,750
Median salary % change year-on-year -8.38% +7.91%  
UK excluding London median salary £47,500 £42,500 £42,500
% change year-on-year +11.76% -  

Data Transformation 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 Yorkshire with a requirement for process and methodology skills.

Process & Methodology Skills
Yorkshire
Permanent job vacancies with a requirement for process and methodology skills 4964 4982 6117
As % of all permanent IT job vacancies advertised in Yorkshire 91.55% 89.75% 89.47%
Number of salaries quoted 4172 4172 5010
Median salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25%  
90% offered a salary of more than £30,000 £29,500 £27,500
10% offered a salary of more than £60,000 £60,000 £61,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Transformation
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Data Transformation in Yorkshire

Data Transformation
Salary Trend in Yorkshire

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

Salary trend for Data Transformation in Yorkshire

Data Transformation
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Transformation within the Yorkshire region over the 3 months to 26 June 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
North Yorkshire - 1 £34,355 -
Data Transformation
England

For the 6 months to 26 June 2017, IT jobs citing Data Transformation 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 Yorkshire region with a requirement for Data Transformation.

1 9 (81.82%) SQL
1 9 (81.82%) SQL Server
2 5 (45.45%) Windows
2 5 (45.45%) Microsoft
2 5 (45.45%) SQL Server Reporting Services
3 4 (36.36%) Web Development
3 4 (36.36%) .NET Framework
3 4 (36.36%) LINQ
3 4 (36.36%) jQuery
3 4 (36.36%) Time Management
3 4 (36.36%) ASP.NET MVC
3 4 (36.36%) Entity Framework
3 4 (36.36%) REST
3 4 (36.36%) CSS3
3 4 (36.36%) Continuous Improvement
3 4 (36.36%) MVC
3 4 (36.36%) Finance
3 4 (36.36%) Validation
3 4 (36.36%) Data Warehouse
3 4 (36.36%) Business Intelligence
3 4 (36.36%) .NET
3 4 (36.36%) C#
3 4 (36.36%) HTML
3 4 (36.36%) JavaScript
3 4 (36.36%) IIS
3 4 (36.36%) Microsoft Office
3 4 (36.36%) ASP.NET
3 4 (36.36%) CSS
3 4 (36.36%) Web Services
3 4 (36.36%) ASP.NET Web API

Data Transformation
Co-occurring IT Skills in Yorkshire 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 4 (36.36%) IIS
2 2 (18.18%) SharePoint
Applications
1 4 (36.36%) Microsoft Office
Database & Business Intelligence
1 9 (81.82%) SQL Server
2 5 (45.45%) SQL Server Reporting Services
3 4 (36.36%) Data Warehouse
4 3 (27.27%) Relational Database
5 2 (18.18%) Power BI
5 2 (18.18%) RDBMS
5 2 (18.18%) SQL Server Integration Services
6 1 (9.09%) Crystal Reports
6 1 (9.09%) SQL Server Analysis Services
General
1 4 (36.36%) Finance
2 2 (18.18%) Retail
3 1 (9.09%) Legal
Job Titles
1 10 (90.91%) Developer
2 4 (36.36%) .NET Developer
3 2 (18.18%) .NET Web Developer
3 2 (18.18%) C# .NET Developer
3 2 (18.18%) C# Developer
3 2 (18.18%) Data Warehouse Developer
3 2 (18.18%) SQL Developer
3 2 (18.18%) SSIS Developer
3 2 (18.18%) Web Developer
4 1 (9.09%) Administrator
4 1 (9.09%) C# Web Developer
4 1 (9.09%) Crystal Reports Developer
4 1 (9.09%) DBA
4 1 (9.09%) ETL Developer
4 1 (9.09%) Report Developer
4 1 (9.09%) SQL Server Developer
4 1 (9.09%) Systems Developer
Libraries, Frameworks & Software Standards
1 4 (36.36%) .NET
1 4 (36.36%) .NET Framework
1 4 (36.36%) ASP.NET
1 4 (36.36%) ASP.NET MVC
1 4 (36.36%) ASP.NET Web API
1 4 (36.36%) CSS
1 4 (36.36%) CSS3
1 4 (36.36%) Entity Framework
1 4 (36.36%) HTML
1 4 (36.36%) jQuery
1 4 (36.36%) LINQ
1 4 (36.36%) REST
1 4 (36.36%) Web Services
Miscellaneous
1 2 (18.18%) Management Information System
2 1 (9.09%) Replication
Operating Systems
1 5 (45.45%) Windows
2 1 (9.09%) Linux
2 1 (9.09%) Solaris
Processes & Methodologies
1 4 (36.36%) Business Intelligence
1 4 (36.36%) Continuous Improvement
1 4 (36.36%) MVC
1 4 (36.36%) Time Management
1 4 (36.36%) Validation
1 4 (36.36%) Web Development
2 2 (18.18%) Analytics
2 2 (18.18%) Business Analytics
2 2 (18.18%) Data Analysis
2 2 (18.18%) Data Analytics
2 2 (18.18%) Data Visualisation
2 2 (18.18%) E-Commerce
2 2 (18.18%) ETL
2 2 (18.18%) ETL Development
2 2 (18.18%) Migration
2 2 (18.18%) Practice Management
2 2 (18.18%) Process Improvement
2 2 (18.18%) Quality Management
2 2 (18.18%) Visualisation
3 1 (9.09%) Dashboard Development
Programming Languages
1 9 (81.82%) SQL
2 4 (36.36%) C#
2 4 (36.36%) JavaScript
Qualifications
1 3 (27.27%) Degree
2 1 (9.09%) HND
Quality Assurance & Compliance
1 3 (27.27%) Data Quality
Vendors
1 5 (45.45%) Microsoft
2 1 (9.09%) Oracle
2 1 (9.09%) Tableau