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 average salaries offered in IT jobs that have cited Data Transformation over the 3 months to 23 October 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
23 Oct 2014
Same period 2013 Same period 2012
Data Transformation
Rank 215 166 179
Rank change year-on-year
-49 +13
Permanent jobs citing Data Transformation 1 24 8
As % of all permanent IT jobs located in West Yorkshire 0.019% 0.62% 0.22%
As % of the Processes & Methodologies category 0.023% 0.72% 0.27%
Number of salaries quoted 1 16 4
Average salary £27,500 £37,500 £32,500
Average salary % change year-on-year
-26.66% +15.38%
UK excluding London average salary £41,750 £45,000 £40,000
% change year-on-year
-7.22% +12.50%
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
4352 3321 2945
As % of all permanent IT jobs located in West Yorkshire 84.24% 85.46% 80.14%
Number of salaries quoted 3362 2690 2444
Average salary £40,000 £39,000 £37,500
Average salary % change year-on-year
+2.56% +4.00%
90% offered a salary of more than £28,000 £27,500 £26,000
10% offered a salary of more than £57,500 £55,000 £57,500
UK excluding London average salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

Data Transformation
Jobs Demand Trend in West Yorkshire

This chart provides a 3-month moving total of permanent IT jobs citing Data Transformation across the West Yorkshire region as a proportion of the total demand within 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 23 October 2014, IT jobs across the West Yorkshire region citing Data Transformation also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Transformation.

1 16 (72.73%) Business Intelligence
2 15 (68.18%) Agile Software Development
2 15 (68.18%) Software Engineering
2 15 (68.18%) Hadoop
2 15 (68.18%) MapReduce
2 15 (68.18%) Algorithms
3 12 (54.55%) Apache Hive
4 11 (50.00%) Apache
5 6 (27.27%) SQL Server
5 6 (27.27%) SQL Server Integration Services
5 6 (27.27%) Big Data
6 5 (22.73%) SQL
6 5 (22.73%) T-SQL
7 4 (18.18%) C#
7 4 (18.18%) HBase
7 4 (18.18%) Scala
7 4 (18.18%) Continuous Integration
7 4 (18.18%) Cloudera
8 3 (13.64%) Data Warehouse
9 2 (9.09%) DTS
9 2 (9.09%) PL/SQL
9 2 (9.09%) Finance
9 2 (9.09%) Business Objects
9 2 (9.09%) VBA
9 2 (9.09%) .NET
9 2 (9.09%) Oracle
9 2 (9.09%) MS Excel
9 2 (9.09%) MS Access
9 2 (9.09%) Visual Studio
9 2 (9.09%) XML

Data Transformation
Top Related IT Skills in West Yorkshire by Category

For the 6 months to 23 October 2014, IT jobs across the West Yorkshire region citing Data Transformation also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Transformation. Up to 20 skills are shown per category.

Application Platforms
1 11 (50.00%) Apache
Applications
1 2 (9.09%) MS Excel
2 1 (4.55%) MS Office
Database & Business Intelligence
1 15 (68.18%) Hadoop
2 12 (54.55%) Apache Hive
3 6 (27.27%) SQL Server
3 6 (27.27%) SQL Server Integration Services
3 6 (27.27%) Big Data
4 4 (18.18%) HBase
5 3 (13.64%) Data Warehouse
6 2 (9.09%) DTS
6 2 (9.09%) MS Access
6 2 (9.09%) BusinessObjects Web Intelligence
6 2 (9.09%) SQL Server Analysis Services
6 2 (9.09%) Xcelsius
6 2 (9.09%) SQL Server Reporting Services
6 2 (9.09%) SAP Data Services
6 2 (9.09%) Relational Database
7 1 (4.55%) SQL Server 2005
7 1 (4.55%) Oracle Reports
7 1 (4.55%) SQL Server 2000
Development Applications
1 2 (9.09%) Visual Studio
General
1 2 (9.09%) Finance
2 1 (4.55%) Marketing
2 1 (4.55%) Legal
Job Titles
1 12 (54.55%) Software Engineer
2 11 (50.00%) Senior Software Engineer
3 8 (36.36%) Developer
4 4 (18.18%) Hadoop Developer
5 3 (13.64%) Big Data Developer
6 2 (9.09%) Architect
6 2 (9.09%) Analyst
6 2 (9.09%) Senior Architect
6 2 (9.09%) Business Intelligence Architect
6 2 (9.09%) .NET Developer
7 1 (4.55%) Senior Business Intelligence Developer
7 1 (4.55%) C# Developer
7 1 (4.55%) VB.NET Developer
7 1 (4.55%) Analyst Developer
7 1 (4.55%) Database Developer
7 1 (4.55%) Business Architect
7 1 (4.55%) .NET Web Developer
7 1 (4.55%) Business Intelligence Developer
7 1 (4.55%) C# .NET Developer
7 1 (4.55%) Senior Data Architect
Libraries, Frameworks & Software Standards
1 2 (9.09%) .NET
1 2 (9.09%) XML
1 2 (9.09%) ADO.NET Entity Framework
2 1 (4.55%) .NET Framework
2 1 (4.55%) CSS3
2 1 (4.55%) CSS
2 1 (4.55%) Web Services
2 1 (4.55%) HTML
Miscellaneous
1 15 (68.18%) Algorithms
2 1 (4.55%) Analytical Skills
Operating Systems
1 1 (4.55%) Linux
Processes & Methodologies
1 16 (72.73%) Business Intelligence
2 15 (68.18%) Agile Software Development
2 15 (68.18%) Software Engineering
2 15 (68.18%) MapReduce
3 4 (18.18%) Continuous Integration
4 2 (9.09%) Data Migration
4 2 (9.09%) Data Architecture
4 2 (9.09%) Migration
4 2 (9.09%) Performance Monitoring
5 1 (4.55%) TOGAF
5 1 (4.55%) Problem Management
5 1 (4.55%) User Acceptance Testing
5 1 (4.55%) Volume Testing
5 1 (4.55%) Integration Testing
5 1 (4.55%) Systems Analysis
5 1 (4.55%) Root Cause Analysis
5 1 (4.55%) OOP
5 1 (4.55%) OO
5 1 (4.55%) Service Delivery
5 1 (4.55%) Regression Testing
Programming Languages
1 5 (22.73%) SQL
1 5 (22.73%) T-SQL
2 4 (18.18%) C#
2 4 (18.18%) Scala
3 2 (9.09%) PL/SQL
3 2 (9.09%) VBA
4 1 (4.55%) JavaScript
4 1 (4.55%) VB.NET
Vendors
1 4 (18.18%) Cloudera
2 2 (9.09%) Business Objects
2 2 (9.09%) Oracle
3 1 (4.55%) Microsoft