The table below looks at the statistics for Data Transformation skills in IT jobs advertised for the Berkshire region. Included is a guide to the average salaries offered in IT jobs that have cited Data Transformation over the 3 months to 1 April 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
1 Apr 2015
Same period 2014 Same period 2013
Data Transformation
Rank 197 217 -
Rank change year-on-year
+20 -
Permanent jobs citing Data Transformation 29 3 0
As % of all permanent IT jobs located in Berkshire 0.52% 0.052% -
As % of the Processes & Methodologies category 0.64% 0.067% -
Number of salaries quoted 28 3 0
Average salary £61,250 £52,500 -
Average salary % change year-on-year
+16.66% -
UK excluding London average salary £42,500 £51,250 £35,000
% change year-on-year
-17.07% +46.42%
Data Transformation
South East

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

Processes & Methodologies Category
Berkshire
Permanent IT job ads with a match in the
Processes & Methodologies category
4565 4495 3983
As % of all permanent IT jobs located in Berkshire 81.42% 77.41% 75.00%
Number of salaries quoted 3313 3277 3061
Average salary £52,500 £48,500 £46,000
Average salary % change year-on-year
+8.24% +5.43%
90% offered a salary of more than £35,000 £34,000 £32,000
10% offered a salary of more than £75,000 £65,000 £70,000
UK excluding London average salary £43,800 £42,500 £40,000
% change year-on-year
+3.05% +6.25%

Data Transformation
Jobs Demand Trend in Berkshire

This chart provides a 3-month moving total of permanent IT jobs citing Data Transformation across the Berkshire region as a proportion of the total demand within the Processes & Methodologies category.

Data Transformation Jobs Demand Trend in Berkshire

Data Transformation
Salary Trend in Berkshire

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

Data Transformation Salary Trend in Berkshire

Data Transformation
Salary Histogram in Berkshire

This chart provides a salary histogram for IT jobs citing Data Transformation across the Berkshire region over the 3 months to 1 April 2015.

Data Transformation Salary Histogram in Berkshire

Data Transformation
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Transformation within the Berkshire region over the 3 months to 1 April 2015. 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
Slough - 8 £60,000 -
Reading - 5 £52,000 -
Data Transformation
South East

Data Transformation
Top 30 Related IT Skills in Berkshire

For the 6 months to 1 April 2015, IT jobs across the Berkshire 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 17 (48.57%) Amazon AWS
1 17 (48.57%) Big Data
2 16 (45.71%) SQL
2 16 (45.71%) Business Intelligence
3 15 (42.86%) Games
3 15 (42.86%) Amazon EMR
4 14 (40.00%) Amazon Redshift
5 13 (37.14%) Web Services
5 13 (37.14%) Python
6 12 (34.29%) ETL
7 10 (28.57%) Bash Shell
7 10 (28.57%) DevOps
8 9 (25.71%) C
8 9 (25.71%) Finance
8 9 (25.71%) Analytics
9 8 (22.86%) SOAP
9 8 (22.86%) UNIX
9 8 (22.86%) Microsoft
9 8 (22.86%) Informatica
9 8 (22.86%) VMware
9 8 (22.86%) SSH
9 8 (22.86%) Data Analysis
9 8 (22.86%) VMware Infrastructure
9 8 (22.86%) RESTful
9 8 (22.86%) Amazon EC2
9 8 (22.86%) Amazon S3
9 8 (22.86%) Puppet
9 8 (22.86%) Amazon RDS
9 8 (22.86%) Opscode Chef
9 8 (22.86%) Analytical Skills

Data Transformation
Top Related IT Skills in Berkshire by Category

For the 6 months to 1 April 2015, IT jobs across the Berkshire 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 7 (20.00%) Apache Pig
2 4 (11.43%) Apache Spark
2 4 (11.43%) SAS
3 1 (2.86%) FormScape
Applications
1 5 (14.29%) MS Excel
2 4 (11.43%) SPSS
Business Applications
1 3 (8.57%) Dynamics NAV
1 3 (8.57%) Dynamics AX
1 3 (8.57%) Dynamics GP
1 3 (8.57%) Google Analytics
2 1 (2.86%) Agresso
Cloud Services
1 17 (48.57%) Amazon AWS
2 15 (42.86%) Amazon EMR
3 8 (22.86%) Amazon Glacier
3 8 (22.86%) Amazon EC2
3 8 (22.86%) Amazon S3
4 5 (14.29%) GitHub
Communications & Networking
1 8 (22.86%) SSH
Database & Business Intelligence
1 17 (48.57%) Big Data
2 14 (40.00%) Amazon Redshift
3 8 (22.86%) Amazon RDS
4 7 (20.00%) Sqoop
4 7 (20.00%) Hadoop
4 7 (20.00%) Apache Hive
4 7 (20.00%) Data Warehouse
5 5 (14.29%) PowerCenter
5 5 (14.29%) SQL Server
5 5 (14.29%) SAP Data Services
6 4 (11.43%) Pentaho
6 4 (11.43%) Relational Database
6 4 (11.43%) MS Access
6 4 (11.43%) SQL Server Integration Services
7 2 (5.71%) Spotfire
7 2 (5.71%) SQL Server 2008
7 2 (5.71%) Enterprise Data Warehouse
8 1 (2.86%) QlikView
8 1 (2.86%) DataStage
8 1 (2.86%) SAP BI
Development Applications
1 5 (14.29%) Talend Open Studio
2 4 (11.43%) Visual Studio
General
1 15 (42.86%) Games
2 9 (25.71%) Finance
3 3 (8.57%) Back Office
4 2 (5.71%) Marketing
5 1 (2.86%) Local Government
Job Titles
1 8 (22.86%) DevOps Engineer
2 7 (20.00%) Analyst
3 5 (14.29%) DBA
4 4 (11.43%) Data Analyst
4 4 (11.43%) SQL DBA
4 4 (11.43%) Business Intelligence Analyst
4 4 (11.43%) Web Engineer
4 4 (11.43%) AWS Engineer
5 3 (8.57%) Senior Programmer
5 3 (8.57%) Solutions Consultant
5 3 (8.57%) Senior Analyst Programmer
5 3 (8.57%) Data Scientist
5 3 (8.57%) Developer
5 3 (8.57%) Senior Analyst
5 3 (8.57%) Analyst Programmer
5 3 (8.57%) Programmer
5 3 (8.57%) Consultant
6 2 (5.71%) Business Analyst
6 2 (5.71%) Administrator
6 2 (5.71%) Sales Consultant
Libraries, Frameworks & Software Standards
1 13 (37.14%) Web Services
2 8 (22.86%) RESTful
2 8 (22.86%) SOAP
3 5 (14.29%) Kafka
4 4 (11.43%) .NET
Miscellaneous
1 8 (22.86%) Analytical Skills
2 7 (20.00%) Open Source
2 7 (20.00%) User Experience
3 6 (17.14%) Computer Science
4 4 (11.43%) Visualisation
5 3 (8.57%) Mathematics
5 3 (8.57%) Data Structures
6 1 (2.86%) Mobile App
6 1 (2.86%) Data Integration
6 1 (2.86%) DataPower
Operating Systems
1 8 (22.86%) UNIX
2 1 (2.86%) Windows
Processes & Methodologies
1 16 (45.71%) Business Intelligence
2 12 (34.29%) ETL
3 10 (28.57%) DevOps
4 9 (25.71%) Analytics
5 8 (22.86%) Data Analysis
6 7 (20.00%) MapReduce
7 5 (14.29%) Performance Tuning
7 5 (14.29%) Agile Software Development
8 4 (11.43%) Data Mapping
8 4 (11.43%) Waterfall
8 4 (11.43%) Parallel Processing
8 4 (11.43%) ERP
8 4 (11.43%) Data Modelling
9 3 (8.57%) Project Management
9 3 (8.57%) Workflow
9 3 (8.57%) User Acceptance Testing
9 3 (8.57%) Document Management
9 3 (8.57%) Technical Analysis
10 2 (5.71%) Business Analytics
10 2 (5.71%) OOP
Programming Languages
1 16 (45.71%) SQL
2 13 (37.14%) Python
3 10 (28.57%) Bash Shell
4 9 (25.71%) C
5 7 (20.00%) HiveQL
6 5 (14.29%) T-SQL
7 3 (8.57%) Java
8 2 (5.71%) Perl
Qualifications
1 6 (17.14%) Degree
2 3 (8.57%) PhD
System Software
1 8 (22.86%) VMware Infrastructure
2 7 (20.00%) Apache Flume
Systems Management
1 8 (22.86%) Puppet
1 8 (22.86%) Opscode Chef
Vendors
1 8 (22.86%) Microsoft
1 8 (22.86%) Informatica
1 8 (22.86%) VMware
2 6 (17.14%) SAP
3 5 (14.29%) Talend
4 4 (11.43%) Teradata
4 4 (11.43%) Netezza
4 4 (11.43%) Greenplum
4 4 (11.43%) Red Gate
4 4 (11.43%) Tableau
4 4 (11.43%) Cognos
4 4 (11.43%) Birst
5 3 (8.57%) IBM
5 3 (8.57%) Oracle
5 3 (8.57%) JD Edwards
5 3 (8.57%) Facebook
5 3 (8.57%) Google
6 2 (5.71%) Jaspersoft
6 2 (5.71%) Salesforce.com
6 2 (5.71%) TIBCO