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 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Data Integration
South Wales / Cardiff
Rank 66 73 59
Rank change year-on-year +7 -14  
Permanent jobs citing Data Integration 2 4 8
As % of all permanent IT jobs advertised in Cardiff 0.36% 0.57% 1.24%
As % of the Processes & Methodologies category 0.40% 0.68% 1.45%
Number of salaries quoted 2 4 8
Median salary £46,250 £46,250 £35,000
Median salary % change year-on-year - +32.14%  
UK excluding London median salary £45,000 £45,250 £50,000
% change year-on-year -0.55% -9.50%  

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 501 587 553
As % of all permanent IT job vacancies advertised in Cardiff 89.15% 83.86% 85.47%
Number of salaries quoted 447 473 479
Median salary £40,000 £37,500 £35,000
Median salary % change year-on-year +6.66% +7.14%  
90% offered a salary of more than £27,500 £26,000 £25,000
10% offered a salary of more than £57,500 £52,500 £51,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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

Data Integration
Top 30 Related IT Skills in Cardiff

For the 6 months to 24 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 Cardiff 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
Top Related 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%) 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