Period
to 21 May 2018

The following table provides summary statistics for permanent job vacancies advertised in South Wales with a requirement for Data Transformation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Transformation over the 6 months to 21 May 2018 with a comparison to the same period in the previous 2 years.

Data Transformation
Wales > South Wales
6 months to
21 May 2018
Same period 2017 Same period 2016
Rank 103 - 119
Rank change year-on-year - +119 +17
Permanent jobs citing Data Transformation 2 0 24
As % of all permanent IT jobs advertised in South Wales 0.15% - 1.02%
As % of the Processes & Methodologies category 0.17% - 1.22%
Number of salaries quoted 1 0 24
South Wales median annual salary £37,500 - £50,000
Wales median annual salary £37,500 - £50,000

Data Transformation is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in South Wales with a requirement for process or methodology skills.

All Process and Methodology Skills
South Wales
Permanent vacancies with a requirement for process or methodology skills 1,198 1,429 1,975
As % of all permanent IT jobs advertised in South Wales 91.87% 88.98% 84.08%
Number of salaries quoted 1,059 1,222 1,700
South Wales median annual salary £40,000 £40,000 £37,500
Median salary % change year-on-year - +6.67% +1.35%
10th Percentile £25,000 £24,275 £22,500
90th Percentile £60,000 £56,250 £55,250
Wales median annual salary £40,000 £40,000 £37,500
% change year-on-year - +6.67% +1.35%

Data Transformation
Job Vacancy Trend in South Wales

Job postings citing Data Transformation as a percentage of all IT jobs advertised in South Wales.

Job vacancy trend for Data Transformation in South Wales

Data Transformation
Salary Trend in South Wales

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

Salary trend for Data Transformation in South Wales

Data Transformation
Job Locations in South Wales

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Transformation within the South Wales region over the 6 months to 21 May 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cardiff - 1 £37,500 -
Newport - 1 - -
Data Transformation
Wales

For the 6 months to 21 May 2018, IT jobs citing Data Transformation also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the South Wales region with a requirement for Data Transformation.

1 2 (100.00%) ETL
2 1 (50.00%) Finance
2 1 (50.00%) Migration
2 1 (50.00%) SQL Server Reporting Services
2 1 (50.00%) Data Analysis
2 1 (50.00%) SQL Server Integration Services
2 1 (50.00%) User Acceptance Testing
2 1 (50.00%) Data Migration
2 1 (50.00%) Data Mapping
2 1 (50.00%) Pandas
2 1 (50.00%) Analytical Skills
2 1 (50.00%) OLAP Cube
2 1 (50.00%) Problem-Solving
2 1 (50.00%) SQL
2 1 (50.00%) OLAP
2 1 (50.00%) Python

Data Transformation
Co-occurring IT Skills in South Wales 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:

Database & Business Intelligence
1 1 (50.00%) OLAP
1 1 (50.00%) OLAP Cube
1 1 (50.00%) SQL Server Integration Services
1 1 (50.00%) SQL Server Reporting Services
General
1 1 (50.00%) Finance
Job Titles
1 1 (50.00%) Data Engineer
1 1 (50.00%) Data Migration Engineer
1 1 (50.00%) Developer
1 1 (50.00%) Migration Engineer
1 1 (50.00%) OLAP Developer
1 1 (50.00%) Python Developer
Libraries, Frameworks & Software Standards
1 1 (50.00%) Pandas
Miscellaneous
1 1 (50.00%) Analytical Skills
Processes & Methodologies
1 2 (100.00%) ETL
2 1 (50.00%) Data Analysis
2 1 (50.00%) Data Mapping
2 1 (50.00%) Data Migration
2 1 (50.00%) Migration
2 1 (50.00%) Problem-Solving
2 1 (50.00%) User Acceptance Testing
Programming Languages
1 1 (50.00%) Python
1 1 (50.00%) SQL