The table below looks at the statistics for Data Integration skills in IT jobs advertised for the Cardiff region. Included is a guide to the salaries offered in IT jobs that have cited Data Integration over the 3 months to 25 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
25 Feb 2017
Same period 2016 Same period 2015
Data Integration
South Wales / Cardiff
Rank 58 68 68
Rank change year-on-year
+10 0
Permanent jobs citing Data Integration 1 6 8
As % of all permanent IT jobs located in Cardiff 0.19% 0.82% 1.14%
As % of the Processes & Methodologies category 0.21% 0.98% 1.36%
Number of salaries quoted 1 6 8
Median salary £50,000 £35,000 £35,000
Median salary % change year-on-year
+42.85% -
UK excluding London median salary £48,750 £50,000 £48,500
% change year-on-year
-2.50% +3.09%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Cardiff region.

Processes & Methodologies Category
Cardiff
Permanent IT job ads with a match in the
Processes & Methodologies category
467 615 589
As % of all permanent IT jobs located in Cardiff 90.15% 83.67% 84.02%
Number of salaries quoted 426 511 506
Median salary £38,500 £36,500 £35,000
Median salary % change year-on-year
+5.47% +4.28%
90% offered a salary of more than £27,500 £26,500 £26,000
10% offered a salary of more than £54,000 £47,500 £51,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Integration
Jobs Demand Trend in Cardiff

The demand trend of job ads across the Cardiff region citing Data Integration as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Integration Jobs Demand Trend 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 across the Cardiff region.

Data Integration Salary Trend in Cardiff

Data Integration
Top 30 Related IT Skills in Cardiff

For the 6 months to 25 February 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 (80.00%) Data Warehouse
1 4 (80.00%) Finance
2 3 (60.00%) SQL
2 3 (60.00%) CRM
3 2 (40.00%) SOAP
3 2 (40.00%) Web Services
3 2 (40.00%) Unix
3 2 (40.00%) Oracle
3 2 (40.00%) Data Modelling
3 2 (40.00%) ETL
3 2 (40.00%) SAS
3 2 (40.00%) Business Intelligence
3 2 (40.00%) RDBMS
3 2 (40.00%) Oracle Workflow
3 2 (40.00%) Agile Software Development
3 2 (40.00%) Degree
3 2 (40.00%) Mathematics
3 2 (40.00%) Computer Science
3 2 (40.00%) Data Cleansing
3 2 (40.00%) Pentaho
3 2 (40.00%) RESTful
3 2 (40.00%) Hadoop
3 2 (40.00%) Waterfall
3 2 (40.00%) Apache Hive
3 2 (40.00%) Data Quality
3 2 (40.00%) HBase
3 2 (40.00%) Big Data
3 2 (40.00%) Apache Pig
3 2 (40.00%) Oracle Database
3 2 (40.00%) Relational Database

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 (40.00%) Apache Pig
1 2 (40.00%) Apache Spark
1 2 (40.00%) Oracle Workflow
1 2 (40.00%) SAS
Business Applications
1 1 (20.00%) Dynamics AX
1 1 (20.00%) Dynamics CRM
Database & Business Intelligence
1 4 (80.00%) Data Warehouse
2 2 (40.00%) Apache Hive
2 2 (40.00%) Big Data
2 2 (40.00%) Data Lake
2 2 (40.00%) Hadoop
2 2 (40.00%) HBase
2 2 (40.00%) Oracle Database
2 2 (40.00%) Pentaho
2 2 (40.00%) Presto
2 2 (40.00%) RDBMS
2 2 (40.00%) Relational Database
2 2 (40.00%) SAS Data Integration Studio
3 1 (20.00%) SQL Server
General
1 4 (80.00%) Finance
Job Titles
1 2 (40.00%) Big Data Engineer
1 2 (40.00%) Business Intelligence Developer
1 2 (40.00%) Data Engineer
1 2 (40.00%) Developer
1 2 (40.00%) Hadoop Engineer
2 1 (20.00%) Application Development Manager
2 1 (20.00%) Applications Development Manager
2 1 (20.00%) Applications Manager
2 1 (20.00%) Development Manager
Libraries, Frameworks & Software Standards
1 2 (40.00%) RESTful
1 2 (40.00%) SOAP
1 2 (40.00%) Web Services
2 1 (20.00%) .NET
2 1 (20.00%) WinForms
Miscellaneous
1 2 (40.00%) Computer Science
Operating Systems
1 2 (40.00%) Unix
Processes & Methodologies
1 3 (60.00%) CRM
2 2 (40.00%) Agile Software Development
2 2 (40.00%) Business Intelligence
2 2 (40.00%) Data Cleansing
2 2 (40.00%) Data Modelling
2 2 (40.00%) ETL
2 2 (40.00%) Mathematics
2 2 (40.00%) Waterfall
2 2 (40.00%) Workflow
3 1 (20.00%) Mentoring
3 1 (20.00%) Project Management
Programming Languages
1 3 (60.00%) SQL
2 1 (20.00%) C#
2 1 (20.00%) VB
Qualifications
1 2 (40.00%) Degree
Quality Assurance & Compliance
1 2 (40.00%) Data Quality
System Software
1 2 (40.00%) HDFS
Vendors
1 2 (40.00%) Oracle
2 1 (20.00%) Microsoft