The following table provides summary statistics for permanent job vacancies advertised in South Wales with a requirement for Data Architecture skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Architecture over the 3 months to 23 June 2017 with a comparison to the same period in the previous 2 years.

Data Architecture
Wales / South Wales
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank - - 100
Permanent jobs citing Data Architecture 0 0 1
As % of all permanent IT jobs advertised in South Wales - - 0.080%
As % of the Processes & Methodologies category - - 0.094%
Number of salaries quoted 0 0 1
Median salary - - £27,500
UK excluding London median salary £57,000 £57,500 £55,000
% change year-on-year -0.86% +4.54%  

Data Architecture is in the process and methodology skills category. The next 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 and methodology skills.

Process & Methodology Skills
South Wales
Permanent job vacancies with a requirement for process and methodology skills 655 957 1067
As % of all permanent IT job vacancies advertised in South Wales 89.97% 85.52% 85.70%
Number of salaries quoted 561 837 903
Median salary £40,000 £40,000 £37,500
Median salary % change year-on-year - +6.66%  
90% offered a salary of more than £29,000 £26,500 £27,500
10% offered a salary of more than £55,000 £55,000 £57,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Architecture
Job Vacancy Trend in South Wales

The job posting trend of jobs advertised in South Wales citing Data Architecture as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Architecture in South Wales

Data Architecture
Salary Trend in South Wales

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

Salary trend for Data Architecture in South Wales

For the 6 months to 23 June 2017, IT jobs citing Data Architecture 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 South Wales region with a requirement for Data Architecture.

1 3 (75.00%) XML
2 2 (50.00%) Data Security
2 2 (50.00%) CMS
2 2 (50.00%) W3C
2 2 (50.00%) Intranet
2 2 (50.00%) JavaScript
2 2 (50.00%) PHP
2 2 (50.00%) SQL
2 2 (50.00%) .NET
2 2 (50.00%) C#
2 2 (50.00%) HTML
2 2 (50.00%) CSS
2 2 (50.00%) SOAP
2 2 (50.00%) Web Services
2 2 (50.00%) CRM
2 2 (50.00%) e-Learning
2 2 (50.00%) Content Management
2 2 (50.00%) Ajax
2 2 (50.00%) Web Development
2 2 (50.00%) Android
2 2 (50.00%) Git (software)
2 2 (50.00%) jQuery
2 2 (50.00%) HTML5
2 2 (50.00%) Apple iOS
2 2 (50.00%) CSS3
2 2 (50.00%) Mobile App
3 1 (25.00%) C
3 1 (25.00%) HDFS
3 1 (25.00%) Apache Spark
3 1 (25.00%) Enterprise Data Warehouse

Data Architecture
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 2 (50.00%) CMS
2 1 (25.00%) Apache Spark
2 1 (25.00%) SAS
Communications & Networking
1 2 (50.00%) Intranet
Database & Business Intelligence
1 1 (25.00%) Apache Hive
1 1 (25.00%) Big Data
1 1 (25.00%) BusinessObjects
1 1 (25.00%) Data Warehouse
1 1 (25.00%) Enterprise Data Warehouse
1 1 (25.00%) Hadoop
1 1 (25.00%) Oracle Reports
1 1 (25.00%) QlikView
1 1 (25.00%) SQL Server
1 1 (25.00%) SQL Server Integration Services
1 1 (25.00%) SQL Server Reporting Services
1 1 (25.00%) Sqoop
Development Applications
1 2 (50.00%) Git (software)
2 1 (25.00%) ERwin
General
1 1 (25.00%) Finance
Job Titles
1 3 (75.00%) Developer
2 2 (50.00%) HTML CSS Developer
2 2 (50.00%) HTML Developer
2 2 (50.00%) PHP Developer
2 2 (50.00%) PHP Web Developer
2 2 (50.00%) Web Developer
3 1 (25.00%) Architect
3 1 (25.00%) Data Architect
3 1 (25.00%) Lead Developer
Libraries, Frameworks & Software Standards
1 3 (75.00%) XML
2 2 (50.00%) .NET
2 2 (50.00%) Ajax
2 2 (50.00%) CSS
2 2 (50.00%) CSS3
2 2 (50.00%) HTML
2 2 (50.00%) HTML5
2 2 (50.00%) jQuery
2 2 (50.00%) SOAP
2 2 (50.00%) Web Services
3 1 (25.00%) Middleware
Miscellaneous
1 2 (50.00%) e-Learning
1 2 (50.00%) Mobile App
1 2 (50.00%) W3C
Operating Systems
1 2 (50.00%) Android
1 2 (50.00%) Apple iOS
2 1 (25.00%) Unix
Processes & Methodologies
1 2 (50.00%) Content Management
1 2 (50.00%) CRM
1 2 (50.00%) Data Security
1 2 (50.00%) Web Development
2 1 (25.00%) Analytics
2 1 (25.00%) Business Intelligence
2 1 (25.00%) Data Management
2 1 (25.00%) Data Modelling
2 1 (25.00%) Dimensional Modelling
2 1 (25.00%) ETL
2 1 (25.00%) Quality Management
2 1 (25.00%) Translating Business Requirements
Programming Languages
1 2 (50.00%) C#
1 2 (50.00%) JavaScript
1 2 (50.00%) PHP
1 2 (50.00%) SQL
2 1 (25.00%) C
2 1 (25.00%) Java
2 1 (25.00%) Python
2 1 (25.00%) Ruby
2 1 (25.00%) Scala
Quality Assurance & Compliance
1 1 (25.00%) Data Quality
System Software
1 1 (25.00%) HDFS
Vendors
1 1 (25.00%) Ab Initio
1 1 (25.00%) Informatica
1 1 (25.00%) MicroStrategy
1 1 (25.00%) Netezza
1 1 (25.00%) Oracle
1 1 (25.00%) Tableau
1 1 (25.00%) Teradata