The following table provides summary statistics for permanent job vacancies advertised in Cardiff with a requirement for Data Integration skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Integration over the 3 months to 24 June 2017 with a comparison to the same period in the previous 2 years.

Data Integration
South Wales / Cardiff
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 58 69 73
Rank change year-on-year +11 +4  
Permanent jobs citing Data Integration 4 5 1
As % of all permanent IT jobs advertised in Cardiff 0.82% 0.73% 0.13%
As % of the Processes & Methodologies category 0.90% 0.86% 0.15%
Number of salaries quoted 2 2 0
Median salary £52,163 £37,500 -
Median salary % change year-on-year +39.10% -  
UK excluding London median salary £50,000 £53,000 £49,500
% change year-on-year -5.66% +7.07%  

Data Integration 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 Cardiff with a requirement for process and methodology skills.

Process & Methodology Skills
Cardiff
Permanent job vacancies with a requirement for process and methodology skills 443 580 653
As % of all permanent IT job vacancies advertised in Cardiff 90.78% 84.18% 86.15%
Number of salaries quoted 379 508 527
Median salary £40,000 £40,000 £37,500
Median salary % change year-on-year - +6.66%  
90% offered a salary of more than £29,500 £26,500 £27,500
10% offered a salary of more than £57,500 £55,000 £52,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Integration
Job Vacancy Trend in Cardiff

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

Job vacancy trend for Data Integration in Cardiff

Data Integration
Salary Trend in Cardiff

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Integration in Cardiff.

Salary trend for Data Integration in Cardiff

For the 6 months to 24 June 2017, IT jobs citing Data Integration 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 Cardiff region with a requirement for Data Integration.

1 5 (83.33%) SQL
2 3 (50.00%) Data Warehouse
2 3 (50.00%) .NET
2 3 (50.00%) Business Intelligence
2 3 (50.00%) Data Quality
3 2 (33.33%) Oracle SOA Suite
3 2 (33.33%) Bitbucket
3 2 (33.33%) WordPress
3 2 (33.33%) CentOS
3 2 (33.33%) Degree
3 2 (33.33%) JSON
3 2 (33.33%) Welsh Language
3 2 (33.33%) CakePHP
3 2 (33.33%) Yii
3 2 (33.33%) REST
3 2 (33.33%) Tableau
3 2 (33.33%) WSO2
3 2 (33.33%) Amazon Redshift
3 2 (33.33%) Data Structures
3 2 (33.33%) Grafana
3 2 (33.33%) Windows Server
3 2 (33.33%) IT Strategy
3 2 (33.33%) Middleware
3 2 (33.33%) CMS
3 2 (33.33%) LAMP
3 2 (33.33%) Programme Management
3 2 (33.33%) Agile Software Development
3 2 (33.33%) MySQL
3 2 (33.33%) Oracle
3 2 (33.33%) SQL Server

Data Integration
Co-occurring IT Skills in Cardiff 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 (33.33%) CMS
1 2 (33.33%) Oracle SOA Suite
1 2 (33.33%) WordPress
Business Applications
1 1 (16.67%) Dynamics AX
1 1 (16.67%) Dynamics CRM
Cloud Services
1 1 (16.67%) Amazon AWS
1 1 (16.67%) Microsoft Azure
Database & Business Intelligence
1 3 (50.00%) Data Warehouse
2 2 (33.33%) Amazon Redshift
2 2 (33.33%) MySQL
2 2 (33.33%) SQL Server
3 1 (16.67%) Azure SQL Data Warehouse
3 1 (16.67%) Power BI
3 1 (16.67%) QlikView
3 1 (16.67%) SQL Server 2014
3 1 (16.67%) SQL Server 2016
3 1 (16.67%) SQL Server Integration Services
3 1 (16.67%) SQL Server Reporting Services
Development Applications
1 2 (33.33%) Bitbucket
General
1 2 (33.33%) Welsh Language
2 1 (16.67%) Finance
Job Titles
1 3 (50.00%) Development Manager
2 2 (33.33%) Business Intelligence Developer
2 2 (33.33%) Developer
2 2 (33.33%) Software Development Manager
2 2 (33.33%) Software Manager
3 1 (16.67%) Application Development Manager
3 1 (16.67%) Applications Development Manager
3 1 (16.67%) Applications Manager
3 1 (16.67%) Consultant
3 1 (16.67%) Data Consultant
3 1 (16.67%) Data Quality Consultant
3 1 (16.67%) Senior Consultant
3 1 (16.67%) SQL BI Developer
3 1 (16.67%) SQL Developer
Libraries, Frameworks & Software Standards
1 3 (50.00%) .NET
2 2 (33.33%) CakePHP
2 2 (33.33%) CSS
2 2 (33.33%) HTML
2 2 (33.33%) JSON
2 2 (33.33%) LAMP
2 2 (33.33%) Middleware
2 2 (33.33%) REST
2 2 (33.33%) SOAP
2 2 (33.33%) Web Services
2 2 (33.33%) XML
2 2 (33.33%) Yii
3 1 (16.67%) WinForms
Miscellaneous
1 2 (33.33%) Data Structures
Operating Systems
1 2 (33.33%) CentOS
1 2 (33.33%) Linux
1 2 (33.33%) Windows
1 2 (33.33%) Windows Server
Processes & Methodologies
1 3 (50.00%) Business Intelligence
2 2 (33.33%) Agile Software Development
2 2 (33.33%) CRM
2 2 (33.33%) ETL
2 2 (33.33%) IT Strategy
2 2 (33.33%) ITIL
2 2 (33.33%) Programme Management
2 2 (33.33%) SOA
3 1 (16.67%) Analytics
3 1 (16.67%) API Development
3 1 (16.67%) Data Analysis
3 1 (16.67%) Mentoring
3 1 (16.67%) Project Management
Programming Languages
1 5 (83.33%) SQL
2 2 (33.33%) Java
2 2 (33.33%) JavaScript
2 2 (33.33%) PHP
2 2 (33.33%) Python
3 1 (16.67%) C#
3 1 (16.67%) VB
Qualifications
1 2 (33.33%) Degree
Quality Assurance & Compliance
1 3 (50.00%) Data Quality
Systems Management
1 2 (33.33%) Grafana
Vendors
1 2 (33.33%) Oracle
1 2 (33.33%) Tableau
1 2 (33.33%) WSO2
2 1 (16.67%) Informatica
2 1 (16.67%) Microsoft