The table below looks at the statistics for Data Transformation skills in IT jobs advertised for the West Yorkshire region. Included is a guide to the salaries offered in IT jobs that have cited Data Transformation over the 3 months to 16 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
16 Jan 2017
Same period 2016 Same period 2015
Data Transformation
Yorkshire / West Yorkshire
Rank 168 205 212
Rank change year-on-year
+37 +7
Permanent jobs citing Data Transformation 3 2 1
As % of all permanent IT jobs located in West Yorkshire 0.086% 0.048% 0.022%
As % of the Processes & Methodologies category 0.096% 0.054% 0.025%
Number of salaries quoted 2 2 0
Median salary £41,250 £28,250 -
Median salary % change year-on-year
+46.01% -
UK excluding London median salary £42,500 £37,500 £40,000
% change year-on-year
+13.33% -6.25%

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

Processes & Methodologies Category
West Yorkshire
Permanent IT job ads with a match in the
Processes & Methodologies category
3120 3707 4042
As % of all permanent IT jobs located in West Yorkshire 89.48% 88.62% 89.39%
Number of salaries quoted 2701 3117 3254
Median salary £43,000 £43,000 £42,000
Median salary % change year-on-year
- +2.38%
90% offered a salary of more than £30,000 £31,500 £30,000
10% offered a salary of more than £60,000 £57,500 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Transformation
Jobs Demand Trend in West Yorkshire

The demand trend of job ads across the West Yorkshire region citing Data Transformation as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Transformation Jobs Demand Trend in West Yorkshire

Data Transformation
Salary Trend in West Yorkshire

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

Data Transformation Salary Trend in West Yorkshire

Data Transformation
Job Locations in West 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 West Yorkshire region over the 3 months to 16 January 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
Leeds +29 3 £41,250 +46.01%
Data Transformation
Yorkshire

Data Transformation
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 16 January 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 West Yorkshire region with a requirement for Data Transformation.

1 7 (100.00%) SQL Server
2 6 (85.71%) ETL
2 6 (85.71%) Data Quality
3 5 (71.43%) ETL Development
3 5 (71.43%) Microsoft
4 4 (57.14%) Data Analysis
5 3 (42.86%) Data Management
5 3 (42.86%) SQL Server Reporting Services
5 3 (42.86%) Business Intelligence
5 3 (42.86%) Data Warehouse
5 3 (42.86%) Relational Database
5 3 (42.86%) Matrix Organization
5 3 (42.86%) Master Data Management
5 3 (42.86%) Data Integration
5 3 (42.86%) Data Architecture
6 2 (28.57%) Visualisation
6 2 (28.57%) Degree
6 2 (28.57%) Time Management
6 2 (28.57%) Data Visualisation
6 2 (28.57%) Process Improvement
6 2 (28.57%) Data Analytics
6 2 (28.57%) Business Analytics
6 2 (28.57%) Analytics
6 2 (28.57%) Power BI
6 2 (28.57%) E-Commerce
6 2 (28.57%) SQL
6 2 (28.57%) RDBMS
6 2 (28.57%) IBM
6 2 (28.57%) Retail
6 2 (28.57%) SQL Server Integration Services

Data Transformation
Top Related IT Skills in West 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 1 (14.29%) WebSphere
1 1 (14.29%) WebSphere Application Server
1 1 (14.29%) WebSphere Process Server
Database & Business Intelligence
1 7 (100.00%) SQL Server
2 3 (42.86%) Data Warehouse
2 3 (42.86%) Relational Database
2 3 (42.86%) SQL Server Reporting Services
3 2 (28.57%) Power BI
3 2 (28.57%) RDBMS
3 2 (28.57%) SQL Server Integration Services
4 1 (14.29%) Data Mining
4 1 (14.29%) DataStage
4 1 (14.29%) SQL Server Analysis Services
General
1 2 (28.57%) Finance
1 2 (28.57%) Retail
Job Titles
1 3 (42.86%) Developer
2 2 (28.57%) ETL Developer
2 2 (28.57%) ETL Specialist
2 2 (28.57%) Master Data Specialist
2 2 (28.57%) SQL Developer
2 2 (28.57%) SSIS Developer
3 1 (14.29%) Administrator
3 1 (14.29%) Architect
3 1 (14.29%) Data Architect
3 1 (14.29%) Data Manager
3 1 (14.29%) DataStage Developer
3 1 (14.29%) DataStage ETL Developer
3 1 (14.29%) DataStage Specialist
3 1 (14.29%) DBA
3 1 (14.29%) ETL Architect
3 1 (14.29%) Lead Developer
3 1 (14.29%) Master Data Manager
3 1 (14.29%) SQL Server Developer
Miscellaneous
1 3 (42.86%) Data Integration
2 2 (28.57%) Visualisation
3 1 (14.29%) Reference Data
3 1 (14.29%) Replication
Operating Systems
1 1 (14.29%) Linux
1 1 (14.29%) Solaris
1 1 (14.29%) Windows
Processes & Methodologies
1 6 (85.71%) ETL
2 5 (71.43%) ETL Development
3 4 (57.14%) Data Analysis
4 3 (42.86%) Business Intelligence
4 3 (42.86%) Data Architecture
4 3 (42.86%) Data Management
4 3 (42.86%) Master Data Management
4 3 (42.86%) Matrix Organization
5 2 (28.57%) Analytics
5 2 (28.57%) Business Analytics
5 2 (28.57%) Data Analytics
5 2 (28.57%) Data Visualisation
5 2 (28.57%) E-Commerce
5 2 (28.57%) Process Improvement
5 2 (28.57%) Time Management
6 1 (14.29%) Agile Software Development
6 1 (14.29%) Data Migration
6 1 (14.29%) Data Stewardship
6 1 (14.29%) Migration
6 1 (14.29%) SDLC
Programming Languages
1 2 (28.57%) SQL
Qualifications
1 2 (28.57%) Degree
Quality Assurance & Compliance
1 6 (85.71%) Data Quality
Vendors
1 5 (71.43%) Microsoft
2 2 (28.57%) IBM
3 1 (14.29%) Oracle