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 28 August 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
28 Aug 2014
Same period 2013 Same period 2012
Data Transformation
Rank 196 149 166
Rank change year-on-year
-47 +17
Permanent jobs citing Data Transformation 10 20 14
As % of all permanent IT jobs located in West Yorkshire 0.20% 0.56% 0.37%
As % of the Processes & Methodologies category 0.25% 0.66% 0.47%
Number of salaries quoted 10 1 8
Average salary £40,000 £35,000 £40,000
Average salary % change year-on-year
+14.28% -12.50%
90% offered a salary of more than £32,500 £35,000 £39,250
10% offered a salary of more than £61,000 £35,000 £40,650
UK excluding London average salary £40,000 £43,000 £40,500
% change year-on-year
-6.97% +6.17%
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
4030 3023 3003
As % of all permanent IT jobs located in West Yorkshire 82.40% 84.11% 80.10%
Number of salaries quoted 3114 2351 2515
Average salary £40,000 £37,500 £37,500
Average salary % change year-on-year
+6.66% -
90% offered a salary of more than £27,500 £27,500 £26,000
10% offered a salary of more than £55,000 £55,000 £57,500
UK excluding London average salary £42,500 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

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
Salary Histogram in West Yorkshire

This chart provides a salary histogram for IT jobs citing Data Transformation across the West Yorkshire region over the 3 months to 28 August 2014.

Data Transformation Salary Histogram in West Yorkshire

Data Transformation
Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Transformation within the West Yorkshire region over the 3 months to 28 August 2014. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Leeds -45 7 £40,000 +14.28%
Bradford - 1 £32,500 -
Huddersfield - 1 £32,500 -
Data Transformation
Yorkshire

Data Transformation
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 28 August 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 25 (80.65%) Software Engineering
2 23 (74.19%) Agile Software Development
2 23 (74.19%) Hadoop
2 23 (74.19%) Business Intelligence
2 23 (74.19%) MapReduce
3 20 (64.52%) Apache Hive
4 18 (58.06%) Apache
5 7 (22.58%) SQL
5 7 (22.58%) SQL Server
5 7 (22.58%) Continuous Integration
5 7 (22.58%) Big Data
6 6 (19.35%) C#
7 5 (16.13%) T-SQL
7 5 (16.13%) SQL Server Integration Services
7 5 (16.13%) Scala
7 5 (16.13%) Cloudera
7 5 (16.13%) HBase
8 4 (12.90%) .NET
8 4 (12.90%) Data Warehouse
9 3 (9.68%) MS Excel
10 2 (6.45%) Performance Monitoring
10 2 (6.45%) Relational Database
10 2 (6.45%) SAP Data Services
10 2 (6.45%) ADO.NET Entity Framework
10 2 (6.45%) DTS
10 2 (6.45%) PL/SQL
10 2 (6.45%) Oracle
10 2 (6.45%) Business Objects
10 2 (6.45%) XML
10 2 (6.45%) Linux

Data Transformation
Top Related IT Skills in West Yorkshire by Category

For the 6 months to 28 August 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 18 (58.06%) Apache
Applications
1 3 (9.68%) MS Excel
2 1 (3.23%) MS Office
Database & Business Intelligence
1 23 (74.19%) Hadoop
2 20 (64.52%) Apache Hive
3 7 (22.58%) SQL Server
3 7 (22.58%) Big Data
4 5 (16.13%) SQL Server Integration Services
4 5 (16.13%) HBase
5 4 (12.90%) Data Warehouse
6 2 (6.45%) Relational Database
6 2 (6.45%) SAP Data Services
6 2 (6.45%) DTS
6 2 (6.45%) SQL Server Reporting Services
6 2 (6.45%) BusinessObjects Web Intelligence
6 2 (6.45%) SQL Server Analysis Services
6 2 (6.45%) Xcelsius
7 1 (3.23%) SQL Server 2005
7 1 (3.23%) Oracle Reports
7 1 (3.23%) SQL Server 2000
7 1 (3.23%) MS Access
Development Applications
1 2 (6.45%) FitNesse
1 2 (6.45%) NUnit
1 2 (6.45%) CruiseControl
2 1 (3.23%) Visual Studio
General
1 2 (6.45%) Finance
2 1 (3.23%) Legal
2 1 (3.23%) Marketing
Job Titles
1 22 (70.97%) Software Engineer
2 18 (58.06%) Senior Software Engineer
3 9 (29.03%) Developer
4 5 (16.13%) Hadoop Developer
5 3 (9.68%) Big Data Developer
6 2 (6.45%) Architect
6 2 (6.45%) Senior Architect
6 2 (6.45%) Business Intelligence Architect
6 2 (6.45%) .NET Developer
7 1 (3.23%) Business Intelligence Developer
7 1 (3.23%) C# Developer
7 1 (3.23%) VB.NET Developer
7 1 (3.23%) Analyst Developer
7 1 (3.23%) Database Developer
7 1 (3.23%) Business Architect
7 1 (3.23%) .NET Web Developer
7 1 (3.23%) Senior Data Architect
7 1 (3.23%) Analyst
7 1 (3.23%) Web Developer
7 1 (3.23%) Business Developer
Libraries, Frameworks & Software Standards
1 4 (12.90%) .NET
2 2 (6.45%) ADO.NET Entity Framework
2 2 (6.45%) XML
3 1 (3.23%) .NET Framework
3 1 (3.23%) CSS
3 1 (3.23%) Web Services
3 1 (3.23%) HTML
3 1 (3.23%) CSS3
Operating Systems
1 2 (6.45%) Linux
Processes & Methodologies
1 25 (80.65%) Software Engineering
2 23 (74.19%) Agile Software Development
2 23 (74.19%) Business Intelligence
2 23 (74.19%) MapReduce
3 7 (22.58%) Continuous Integration
4 2 (6.45%) Performance Monitoring
4 2 (6.45%) Data Migration
4 2 (6.45%) Data Architecture
4 2 (6.45%) Migration
4 2 (6.45%) TDD
5 1 (3.23%) TOGAF
5 1 (3.23%) Systems Analysis
5 1 (3.23%) Problem Management
5 1 (3.23%) User Acceptance Testing
5 1 (3.23%) Volume Testing
5 1 (3.23%) Integration Testing
5 1 (3.23%) OOP
5 1 (3.23%) OO
5 1 (3.23%) Service Delivery
5 1 (3.23%) Regression Testing
Programming Languages
1 7 (22.58%) SQL
2 6 (19.35%) C#
3 5 (16.13%) T-SQL
3 5 (16.13%) Scala
4 2 (6.45%) PL/SQL
5 1 (3.23%) JavaScript
5 1 (3.23%) VB.NET
5 1 (3.23%) VBA
Vendors
1 5 (16.13%) Cloudera
2 2 (6.45%) Oracle
2 2 (6.45%) Business Objects