Period
to 20 November 2017

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 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

Data Integration
South Wales > Cardiff
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 70 104 107
Rank change year-on-year +34 +3 -8
Permanent jobs citing Data Integration 7 7 9
As % of all permanent IT jobs advertised in Cardiff 0.87% 0.52% 0.57%
As % of the Processes & Methodologies category 0.95% 0.58% 0.67%
Number of salaries quoted 6 6 8
Cardiff median annual salary £35,000 £36,250 £32,500
Median salary % change year-on-year -3.45% +11.54% -2.99%
10th Percentile £32,500 £31,000 £27,500
90th Percentile £48,750 £48,750 £33,750
South Wales median annual salary £35,000 £36,250 £32,500
% change year-on-year -3.45% +11.54% -9.53%

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

All Process and Methodology Skills
Cardiff
Permanent vacancies with a requirement for process or methodology skills 734 1199 1339
As % of all permanent IT jobs advertised in Cardiff 91.52% 88.55% 85.02%
Number of salaries quoted 652 1087 1132
Cardiff median annual salary £40,000 £36,000 £36,500
Median salary % change year-on-year +11.11% -1.37% +4.29%
10th Percentile £24,250 £22,500 £23,275
90th Percentile £56,250 £55,000 £55,000
South Wales median annual salary £39,000 £37,500 £36,500
% change year-on-year +4.00% +2.74% +4.29%

Data Integration
Job Vacancy Trend in Cardiff

Job postings citing Data Integration as a percentage of all IT jobs advertised in Cardiff.

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
Salary Histogram in Cardiff

The salary distribution of IT jobs citing Data Integration in Cardiff over the 6 months to 20 November 2017.

Salary histogram for Data Integration in Cardiff

For the 6 months to 20 November 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 4 (57.14%) SQL
1 4 (57.14%) ETL
1 4 (57.14%) Agile Software Development
1 4 (57.14%) Hadoop
1 4 (57.14%) Visualisation
1 4 (57.14%) Apache Hive
1 4 (57.14%) MapReduce
1 4 (57.14%) Big Data
1 4 (57.14%) Data Analytics
1 4 (57.14%) Analytics
1 4 (57.14%) Apache Pig
1 4 (57.14%) Apache Spark
1 4 (57.14%) ETL Development
2 3 (42.86%) Data Analysis
2 3 (42.86%) Games
3 2 (28.57%) Hibernate
3 2 (28.57%) Scrum
3 2 (28.57%) TDD
3 2 (28.57%) Java
3 2 (28.57%) SOA
3 2 (28.57%) JUnit
3 2 (28.57%) Spring
3 2 (28.57%) QA
3 2 (28.57%) JPA
3 2 (28.57%) RESTful
3 2 (28.57%) Relational Database
3 2 (28.57%) BDD
3 2 (28.57%) Microservices
3 2 (28.57%) R
3 2 (28.57%) REST

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 4 (57.14%) Apache Pig
1 4 (57.14%) Apache Spark
2 1 (14.29%) Cloud Foundry
2 1 (14.29%) JBoss
2 1 (14.29%) WebLogic
2 1 (14.29%) WebSphere
Cloud Services
1 1 (14.29%) Amazon AWS
1 1 (14.29%) Cloud Computing
1 1 (14.29%) PaaS
Database & Business Intelligence
1 4 (57.14%) Apache Hive
1 4 (57.14%) Big Data
1 4 (57.14%) Hadoop
2 2 (28.57%) Relational Database
3 1 (14.29%) Data Warehouse
Development Applications
1 2 (28.57%) JUnit
General
1 3 (42.86%) Games
Job Titles
1 4 (57.14%) Analyst
1 4 (57.14%) Data Analyst
1 4 (57.14%) Data Integration Analyst
1 4 (57.14%) Integration Analyst
2 2 (28.57%) Developer
2 2 (28.57%) Java Developer
3 1 (14.29%) Consultant
3 1 (14.29%) Data Consultant
3 1 (14.29%) Data Quality Consultant
3 1 (14.29%) Senior Consultant
Libraries, Frameworks & Software Standards
1 2 (28.57%) Hibernate
1 2 (28.57%) JPA
1 2 (28.57%) REST
1 2 (28.57%) RESTful
1 2 (28.57%) Spring
2 1 (14.29%) ActiveMQ
2 1 (14.29%) Apache Camel
2 1 (14.29%) JMS
Miscellaneous
1 1 (14.29%) Cloud Native
Processes & Methodologies
1 4 (57.14%) Agile Software Development
1 4 (57.14%) Analytics
1 4 (57.14%) Data Analytics
1 4 (57.14%) ETL
1 4 (57.14%) ETL Development
1 4 (57.14%) MapReduce
1 4 (57.14%) Visualisation
2 3 (42.86%) Data Analysis
3 2 (28.57%) BDD
3 2 (28.57%) Microservices
3 2 (28.57%) Scrum
3 2 (28.57%) SOA
3 2 (28.57%) TDD
4 1 (14.29%) Business Intelligence
4 1 (14.29%) CQRS
4 1 (14.29%) Domain-Driven Design
Programming Languages
1 4 (57.14%) SQL
2 2 (28.57%) Java
2 2 (28.57%) R
3 1 (14.29%) Python
Qualifications
1 1 (14.29%) Degree
Quality Assurance & Compliance
1 2 (28.57%) QA
2 1 (14.29%) Data Quality
Vendors
1 1 (14.29%) Informatica