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 6 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
6 Dec 2016
Same period 2015 Same period 2014
Data Transformation
Rank - 220 228
Permanent jobs citing Data Transformation 0 2 2
As % of all permanent IT jobs located in West Yorkshire - 0.045% 0.040%
As % of the Processes & Methodologies category - 0.051% 0.045%
Number of salaries quoted 0 2 1
Median salary - £36,500 £27,500
Median salary % change year-on-year
- +32.72%
UK excluding London median salary £45,000 £37,500 £40,000
% change year-on-year
+20.00% -6.25%
Data Transformation
Yorkshire

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
3347 3940 4481
As % of all permanent IT jobs located in West Yorkshire 90.19% 89.06% 88.75%
Number of salaries quoted 2921 3212 3521
Median salary £43,000 £42,500 £40,000
Median salary % change year-on-year
+1.17% +6.25%
90% offered a salary of more than £30,459 £30,000 £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
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 6 December 2016, 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 4 (66.67%) SQL Server
1 4 (66.67%) Microsoft
1 4 (66.67%) ETL
1 4 (66.67%) Data Analysis
1 4 (66.67%) Data Quality
2 3 (50.00%) Master Data Management
2 3 (50.00%) ETL Development
2 3 (50.00%) Matrix Organization
2 3 (50.00%) Data Management
2 3 (50.00%) Data Integration
2 3 (50.00%) Data Architecture
3 2 (33.33%) JSON
3 2 (33.33%) Release Management
3 2 (33.33%) Time Management
3 2 (33.33%) IBM
3 2 (33.33%) Management Information System
3 2 (33.33%) Active Directory
3 2 (33.33%) SAML
3 2 (33.33%) C#
3 2 (33.33%) HTML
3 2 (33.33%) JavaScript
3 2 (33.33%) SOAP
3 2 (33.33%) XML
3 2 (33.33%) XSLT
3 2 (33.33%) REST
4 1 (16.67%) SDLC
4 1 (16.67%) Translating Business Requirements
4 1 (16.67%) Data Stewardship
4 1 (16.67%) Data Warehouse
4 1 (16.67%) Data Mining

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 (16.67%) WebSphere
1 1 (16.67%) WebSphere Application Server
1 1 (16.67%) WebSphere Process Server
Database & Business Intelligence
1 4 (66.67%) SQL Server
2 1 (16.67%) Data Mining
2 1 (16.67%) Data Warehouse
2 1 (16.67%) DataStage
Job Titles
1 2 (33.33%) Administrator
1 2 (33.33%) ETL Specialist
1 2 (33.33%) Master Data Specialist
1 2 (33.33%) Systems Administrator
2 1 (16.67%) Architect
2 1 (16.67%) Data Architect
2 1 (16.67%) Data Manager
2 1 (16.67%) DataStage Developer
2 1 (16.67%) DataStage ETL Developer
2 1 (16.67%) DataStage Specialist
2 1 (16.67%) Developer
2 1 (16.67%) ETL Architect
2 1 (16.67%) ETL Developer
2 1 (16.67%) Lead Developer
2 1 (16.67%) Master Data Manager
Libraries, Frameworks & Software Standards
1 2 (33.33%) HTML
1 2 (33.33%) JSON
1 2 (33.33%) REST
1 2 (33.33%) SAML
1 2 (33.33%) SOAP
1 2 (33.33%) XML
1 2 (33.33%) XSLT
Miscellaneous
1 3 (50.00%) Data Integration
2 2 (33.33%) Management Information System
3 1 (16.67%) Reference Data
Processes & Methodologies
1 4 (66.67%) Data Analysis
1 4 (66.67%) ETL
2 3 (50.00%) Data Architecture
2 3 (50.00%) Data Management
2 3 (50.00%) ETL Development
2 3 (50.00%) Master Data Management
2 3 (50.00%) Matrix Organization
3 2 (33.33%) Release Management
3 2 (33.33%) Time Management
4 1 (16.67%) Agile Software Development
4 1 (16.67%) Business Intelligence
4 1 (16.67%) Data Migration
4 1 (16.67%) Data Stewardship
4 1 (16.67%) Migration
4 1 (16.67%) SDLC
4 1 (16.67%) Translating Business Requirements
Programming Languages
1 2 (33.33%) C#
1 2 (33.33%) JavaScript
Quality Assurance & Compliance
1 4 (66.67%) Data Quality
System Software
1 2 (33.33%) Active Directory
Vendors
1 4 (66.67%) Microsoft
2 2 (33.33%) IBM
Leeds, West Yorkshire
Searchability
Salary: £45000 - £55000 per annum + benefits
Posted: 3 days ago