Period
to 20 February 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 20 February 2018 with a comparison to the same period in the previous 2 years.

Data Transformation
Wales > South Wales
6 months to
20 Feb 2018
Same period 2017 Same period 2016
Rank 89 - 126
Rank change year-on-year - +126 0
Permanent jobs citing Data Transformation 17 0 13
As % of all permanent IT jobs advertised in South Wales 1.23% - 0.55%
As % of the Processes & Methodologies category 1.37% - 0.66%
Number of salaries quoted 16 0 13
South Wales median annual salary £42,500 - £30,000
10th Percentile £25,000 - £27,500
90th Percentile £60,625 - £55,750
Wales median annual salary £42,500 - £30,000

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 1,243 1,692 1,969
As % of all permanent IT jobs advertised in South Wales 90.01% 89.38% 83.08%
Number of salaries quoted 1,095 1,486 1,707
South Wales median annual salary £38,500 £37,500 £37,500
Median salary % change year-on-year +2.67% - +5.63%
10th Percentile £24,750 £23,500 £22,500
90th Percentile £57,500 £55,800 £55,000
Wales median annual salary £40,000 £37,500 £37,000
% change year-on-year +6.67% +1.35% +2.78%

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
Salary Histogram in South Wales

The salary distribution of IT jobs citing Data Transformation in South Wales over the 6 months to 20 February 2018.

Salary histogram 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 20 February 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
Newport - 16 £47,500 - 1
Cardiff - 1 £37,500 -
Data Transformation
Wales

For the 6 months to 20 February 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 8 (47.06%) SQL Server
1 8 (47.06%) Microsoft
1 8 (47.06%) SQL Server 2012
2 6 (35.29%) Windows Server 2008
2 6 (35.29%) ETL
2 6 (35.29%) ITIL
2 6 (35.29%) Windows
2 6 (35.29%) SLA
2 6 (35.29%) Retail
2 6 (35.29%) Windows Server
3 5 (29.41%) SQL Server Reporting Services
3 5 (29.41%) OLAP
3 5 (29.41%) Data Architecture
3 5 (29.41%) SQL Server Integration Services
3 5 (29.41%) Problem Management
4 4 (23.53%) Coaching
4 4 (23.53%) SQL Server Analysis Services
4 4 (23.53%) Dimensional Modelling
4 4 (23.53%) Microsoft Azure
4 4 (23.53%) SQL Server 2008
4 4 (23.53%) Hyper-V
4 4 (23.53%) Team Foundation Server
4 4 (23.53%) SQL
4 4 (23.53%) Visual Studio
4 4 (23.53%) Data Analysis
4 4 (23.53%) Microsoft Analysis Services
4 4 (23.53%) Business Intelligence
4 4 (23.53%) Big Data
4 4 (23.53%) Database Optimisation
4 4 (23.53%) SQL Server 2014

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:

Application Platforms
1 1 (5.88%) Exchange Server 2013
1 1 (5.88%) MS Exchange
1 1 (5.88%) Skype for Business
Applications
1 1 (5.88%) Microsoft Office
Cloud Services
1 4 (23.53%) Microsoft Azure
2 2 (11.76%) Office 365
Communications & Networking
1 1 (5.88%) DHCP
1 1 (5.88%) DNS
1 1 (5.88%) LAN
1 1 (5.88%) SAN
1 1 (5.88%) Skype
1 1 (5.88%) WAN
1 1 (5.88%) WLAN
Database & Business Intelligence
1 8 (47.06%) SQL Server
1 8 (47.06%) SQL Server 2012
2 5 (29.41%) OLAP
2 5 (29.41%) SQL Server Integration Services
2 5 (29.41%) SQL Server Reporting Services
3 4 (23.53%) Big Data
3 4 (23.53%) Data Lake
3 4 (23.53%) Microsoft Analysis Services
3 4 (23.53%) SQL Server 2008
3 4 (23.53%) SQL Server 2014
3 4 (23.53%) SQL Server Analysis Services
4 2 (11.76%) SQL Server 2016
5 1 (5.88%) Data Warehouse
5 1 (5.88%) OLAP Cube
Development Applications
1 4 (23.53%) Team Foundation Server
1 4 (23.53%) Visual Studio
General
1 6 (35.29%) Retail
2 3 (17.65%) Finance
3 1 (5.88%) Legal
Job Titles
1 5 (29.41%) IT Support
2 4 (23.53%) Data Engineer
2 4 (23.53%) IT Supervisor
2 4 (23.53%) Support Supervisor
3 3 (17.65%) Big Data Engineer
3 3 (17.65%) Cloud Engineer
3 3 (17.65%) Head of Architecture
3 3 (17.65%) Head of Data Architecture
3 3 (17.65%) Senior Cloud Engineer
3 3 (17.65%) Senior Data Engineer
4 2 (11.76%) Architect
4 2 (11.76%) Data Architect
4 2 (11.76%) Head of Delivery
5 1 (5.88%) Data Migration Engineer
5 1 (5.88%) Developer
5 1 (5.88%) Migration Engineer
5 1 (5.88%) OLAP Developer
5 1 (5.88%) Python Developer
5 1 (5.88%) Support Team Leader
5 1 (5.88%) Team Leader
Libraries, Frameworks & Software Standards
1 1 (5.88%) Pandas
Miscellaneous
1 1 (5.88%) Analytical Skills
Operating Systems
1 6 (35.29%) Windows
1 6 (35.29%) Windows Server
1 6 (35.29%) Windows Server 2008
2 1 (5.88%) Windows Server 2012
Processes & Methodologies
1 6 (35.29%) ETL
1 6 (35.29%) ITIL
2 5 (29.41%) Data Architecture
2 5 (29.41%) Problem Management
3 4 (23.53%) Business Intelligence
3 4 (23.53%) Coaching
3 4 (23.53%) Data Analysis
3 4 (23.53%) Data Ingestion
3 4 (23.53%) Database Optimisation
3 4 (23.53%) Dimensional Modelling
4 3 (17.65%) Data Governance
4 3 (17.65%) Data Modelling
5 2 (11.76%) Agile Software Development
6 1 (5.88%) Change Management
6 1 (5.88%) Data Migration
6 1 (5.88%) Data Protection
6 1 (5.88%) E-Commerce
6 1 (5.88%) Migration
6 1 (5.88%) Risk Management
6 1 (5.88%) User Acceptance Testing
Programming Languages
1 4 (23.53%) SQL
2 1 (5.88%) Python
2 1 (5.88%) R
Qualifications
1 3 (17.65%) Degree
Quality Assurance & Compliance
1 6 (35.29%) SLA
System Software
1 4 (23.53%) Hyper-V
2 1 (5.88%) Active Directory
Systems Management
1 1 (5.88%) Microsoft Data Protection Manager
1 1 (5.88%) Systems Management Server (SMS)
Vendors
1 8 (47.06%) Microsoft
2 1 (5.88%) Cadence