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 salaries offered in IT jobs that have cited Data Transformation over the 3 months to 31 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 Jul 2016
Same period 2015 Same period 2014
Data Transformation
Rank 213 196 216
Rank change year-on-year
-17 +20
Permanent jobs citing Data Transformation 3 18 2
As % of all permanent IT jobs located in Berkshire 0.068% 0.36% 0.036%
As % of the Processes & Methodologies category 0.077% 0.43% 0.045%
Number of salaries quoted 3 17 2
Median salary £42,500 £49,000 £47,500
Median salary % change year-on-year
-13.26% +3.15%
UK excluding London median salary £42,500 £42,500 £42,500
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
3900 4208 4487
As % of all permanent IT jobs located in Berkshire 88.22% 84.50% 80.33%
Number of salaries quoted 3084 3117 3044
Median salary £50,000 £52,500 £50,000
Median salary % change year-on-year
-4.76% +5.00%
90% offered a salary of more than £35,000 £35,000 £30,000
10% offered a salary of more than £72,500 £75,000 £70,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Transformation
Jobs Demand Trend in Berkshire

The demand trend of job ads across the Berkshire 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 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
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Transformation within the Berkshire region over the 3 months to 31 July 2016. 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
(Click see detailed
statistics and trends)
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
Bracknell - 3 £42,500 -
Data Transformation
South East

Data Transformation
Top 30 Related IT Skills in Berkshire

For the 6 months to 31 July 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 Berkshire region with a requirement for Data Transformation.

1 4 (100.00%) SQL
1 4 (100.00%) Data Modelling
1 4 (100.00%) ETL
1 4 (100.00%) Business Intelligence
1 4 (100.00%) Relational Database
1 4 (100.00%) Analytical Skills
2 3 (75.00%) SQL Server 2014
2 3 (75.00%) SQL Server 2016
2 3 (75.00%) OLTP
2 3 (75.00%) Security Management
2 3 (75.00%) T-SQL
2 3 (75.00%) SQL Server
2 3 (75.00%) MS Excel
2 3 (75.00%) Data Warehouse
2 3 (75.00%) Microsoft
2 3 (75.00%) Data Management
2 3 (75.00%) SQL Server Reporting Services
2 3 (75.00%) SQL Server Integration Services
2 3 (75.00%) SQL Server Analysis Services
2 3 (75.00%) Performance Management
2 3 (75.00%) NoSQL
2 3 (75.00%) SQL Server 2012
3 2 (50.00%) Data Analysis
4 1 (25.00%) Analytics
4 1 (25.00%) Performance Tuning
4 1 (25.00%) Big Data
4 1 (25.00%) Security Cleared
4 1 (25.00%) C#
4 1 (25.00%) Java
4 1 (25.00%) Python

Data Transformation
Top Related IT Skills in Berkshire 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:

Applications
1 3 (75.00%) MS Excel
Database & Business Intelligence
1 4 (100.00%) Relational Database
2 3 (75.00%) Data Warehouse
2 3 (75.00%) NoSQL
2 3 (75.00%) OLTP
2 3 (75.00%) SQL Server
2 3 (75.00%) SQL Server 2012
2 3 (75.00%) SQL Server 2014
2 3 (75.00%) SQL Server 2016
2 3 (75.00%) SQL Server Analysis Services
2 3 (75.00%) SQL Server Integration Services
2 3 (75.00%) SQL Server Reporting Services
3 1 (25.00%) Big Data
3 1 (25.00%) RDBMS
Job Titles
1 3 (75.00%) DBA
1 3 (75.00%) SQL DBA
1 3 (75.00%) SQL Server DBA
2 2 (50.00%) Business Intelligence Developer
2 2 (50.00%) Developer
3 1 (25.00%) Business Developer
3 1 (25.00%) SQL BI Developer
3 1 (25.00%) SQL Developer
3 1 (25.00%) SQL Server BI Developer
3 1 (25.00%) SQL Server Developer
Miscellaneous
1 4 (100.00%) Analytical Skills
Processes & Methodologies
1 4 (100.00%) Business Intelligence
1 4 (100.00%) Data Modelling
1 4 (100.00%) ETL
2 3 (75.00%) Data Management
2 3 (75.00%) Performance Management
2 3 (75.00%) Security Management
3 2 (50.00%) Data Analysis
4 1 (25.00%) Analytics
4 1 (25.00%) Performance Tuning
Programming Languages
1 4 (100.00%) SQL
2 3 (75.00%) T-SQL
3 1 (25.00%) C#
3 1 (25.00%) Java
3 1 (25.00%) Python
Qualifications
1 1 (25.00%) Security Cleared
Vendors
1 3 (75.00%) Microsoft