The following table provides summary statistics for permanent job vacancies advertised in South Wales 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 28 March 2017 with a comparison to the same period in the previous 2 years.

Data Integration
Wales / South Wales
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 87 97 92
Rank change year-on-year +10 -5  
Permanent jobs citing Data Integration 2 4 7
As % of all permanent IT jobs advertised in South Wales 0.23% 0.32% 0.58%
As % of the Processes & Methodologies category 0.27% 0.39% 0.69%
Number of salaries quoted 2 4 7
Median salary £46,250 £46,250 £35,000
Median salary % change year-on-year - +32.14%  
UK excluding London median salary £45,000 £45,000 £50,000
% change year-on-year - -10.00%  

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 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 737 1014 1016
As % of all permanent IT job vacancies advertised in South Wales 85.01% 81.84% 84.18%
Number of salaries quoted 636 860 885
Median salary £40,000 £38,500 £37,500
Median salary % change year-on-year +3.89% +2.66%  
90% offered a salary of more than £27,500 £27,000 £26,000
10% offered a salary of more than £55,000 £55,000 £53,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Integration
Job Vacancy Trend in South Wales

The job posting trend of jobs advertised in South Wales 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 South Wales

Data Integration
Salary Trend in South Wales

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

Salary trend for Data Integration in South Wales

Data Integration
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 Integration within the South Wales region over the 3 months to 28 March 2017. 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 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
Cardiff +2 2 £46,250 -
Data Integration
Wales

Data Integration
Top 30 Co-occurring IT Skills in South Wales

For the 6 months to 28 March 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 South Wales region with a requirement for Data Integration.

1 5 (83.33%) Data Warehouse
2 4 (66.67%) SQL
2 4 (66.67%) Finance
3 3 (50.00%) Data Quality
3 3 (50.00%) CRM
3 3 (50.00%) Business Intelligence
3 3 (50.00%) ETL
3 3 (50.00%) Agile Software Development
4 2 (33.33%) SAS
4 2 (33.33%) Degree
4 2 (33.33%) Mathematics
4 2 (33.33%) Computer Science
4 2 (33.33%) Data Cleansing
4 2 (33.33%) Pentaho
4 2 (33.33%) RESTful
4 2 (33.33%) Hadoop
4 2 (33.33%) RDBMS
4 2 (33.33%) Data Modelling
4 2 (33.33%) Oracle
4 2 (33.33%) SOAP
4 2 (33.33%) Web Services
4 2 (33.33%) Unix
4 2 (33.33%) HBase
4 2 (33.33%) Big Data
4 2 (33.33%) Oracle Workflow
4 2 (33.33%) Apache Pig
4 2 (33.33%) Oracle Database
4 2 (33.33%) Relational Database
4 2 (33.33%) Waterfall
4 2 (33.33%) Apache Hive

Data Integration
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 (33.33%) Apache Pig
1 2 (33.33%) Apache Spark
1 2 (33.33%) Oracle Workflow
1 2 (33.33%) SAS
Business Applications
1 1 (16.67%) Dynamics AX
1 1 (16.67%) Dynamics CRM
Cloud Services
1 1 (16.67%) Amazon AWS
Database & Business Intelligence
1 5 (83.33%) Data Warehouse
2 2 (33.33%) Apache Hive
2 2 (33.33%) Big Data
2 2 (33.33%) Data Lake
2 2 (33.33%) Hadoop
2 2 (33.33%) HBase
2 2 (33.33%) Oracle Database
2 2 (33.33%) Pentaho
2 2 (33.33%) Presto
2 2 (33.33%) RDBMS
2 2 (33.33%) Relational Database
2 2 (33.33%) SAS Data Integration Studio
3 1 (16.67%) Amazon Redshift
3 1 (16.67%) SQL Server
General
1 4 (66.67%) Finance
Job Titles
1 3 (50.00%) Business Intelligence Developer
1 3 (50.00%) Developer
2 2 (33.33%) Big Data Engineer
2 2 (33.33%) Data Engineer
2 2 (33.33%) Hadoop Engineer
3 1 (16.67%) Application Development Manager
3 1 (16.67%) Applications Development Manager
3 1 (16.67%) Applications Manager
3 1 (16.67%) Development Manager
Libraries, Frameworks & Software Standards
1 2 (33.33%) RESTful
1 2 (33.33%) SOAP
1 2 (33.33%) Web Services
2 1 (16.67%) .NET
2 1 (16.67%) WinForms
Miscellaneous
1 2 (33.33%) Computer Science
2 1 (16.67%) Data Structures
Operating Systems
1 2 (33.33%) Unix
Processes & Methodologies
1 3 (50.00%) Agile Software Development
1 3 (50.00%) Business Intelligence
1 3 (50.00%) CRM
1 3 (50.00%) ETL
2 2 (33.33%) Data Cleansing
2 2 (33.33%) Data Modelling
2 2 (33.33%) Mathematics
2 2 (33.33%) Waterfall
2 2 (33.33%) Workflow
3 1 (16.67%) Analytics
3 1 (16.67%) Data Analysis
3 1 (16.67%) Mentoring
3 1 (16.67%) Project Management
Programming Languages
1 4 (66.67%) SQL
2 1 (16.67%) C#
2 1 (16.67%) Python
2 1 (16.67%) VB
Qualifications
1 2 (33.33%) Degree
Quality Assurance & Compliance
1 3 (50.00%) Data Quality
System Software
1 2 (33.33%) HDFS
Vendors
1 2 (33.33%) Oracle
2 1 (16.67%) Microsoft
2 1 (16.67%) Tableau