The table below looks at the prevalence of the term Data Integration 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 28 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Sep 2016
Same period 2015 Same period 2014
Data Integration
Rank - 79 65
Permanent jobs citing Data Integration 0 6 3
As % of all permanent IT jobs located in Cardiff - 0.70% 0.49%
As % of the Miscellaneous category - 2.26% 1.65%
Number of salaries quoted 0 6 3
Median salary - £32,500 £33,500
Median salary % change year-on-year
- -2.98%
UK excluding London median salary £45,500 £45,000 £50,000
% change year-on-year
+1.11% -10.00%
Data Integration
South Wales

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

Miscellaneous Category
Cardiff
Permanent IT job ads with a match in the
Miscellaneous category
206 265 182
As % of all permanent IT jobs located in Cardiff 31.60% 30.78% 29.55%
Number of salaries quoted 184 221 166
Median salary £35,000 £35,000 £35,000
90% offered a salary of more than £23,500 £22,600 £20,800
10% offered a salary of more than £45,000 £50,000 £50,000
UK excluding London median salary £42,500 £41,837 £40,000
% change year-on-year
+1.58% +4.59%

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 Miscellaneous 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 28 September 2016, 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 6 (100.00%) Data Warehouse
2 5 (83.33%) SQL Server Integration Services
3 4 (66.67%) SQL
3 4 (66.67%) SQL Server
3 4 (66.67%) ETL
3 4 (66.67%) Business Intelligence
4 3 (50.00%) OLAP Cube
4 3 (50.00%) SDLC
4 3 (50.00%) OLAP
4 3 (50.00%) T-SQL
4 3 (50.00%) MS Excel
4 3 (50.00%) Informatica
4 3 (50.00%) Teradata
4 3 (50.00%) MDX
4 3 (50.00%) QA
4 3 (50.00%) SQL Server Reporting Services
4 3 (50.00%) SQL Server Analysis Services
4 3 (50.00%) Data Cleansing
4 3 (50.00%) SQL Server 2012
4 3 (50.00%) Kimball Methodology
5 2 (33.33%) Relational Database
5 2 (33.33%) iSeries
5 2 (33.33%) Agile Software Development
5 2 (33.33%) Data Migration
5 2 (33.33%) Migration
5 2 (33.33%) Scrum
5 2 (33.33%) Requirements Analysis
5 2 (33.33%) Data Modelling
5 2 (33.33%) Oracle
5 2 (33.33%) ITIL

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:

Applications
1 3 (50.00%) MS Excel
Database & Business Intelligence
1 6 (100.00%) Data Warehouse
2 5 (83.33%) SQL Server Integration Services
3 4 (66.67%) SQL Server
4 3 (50.00%) OLAP
4 3 (50.00%) OLAP Cube
4 3 (50.00%) SQL Server 2012
4 3 (50.00%) SQL Server Analysis Services
4 3 (50.00%) SQL Server Reporting Services
5 2 (33.33%) Relational Database
5 2 (33.33%) Star Schema
Job Titles
1 6 (100.00%) Developer
2 4 (66.67%) SSIS Developer
3 3 (50.00%) Data Warehouse Developer
3 3 (50.00%) Database Developer
3 3 (50.00%) SQL Database Developer
3 3 (50.00%) SQL Developer
3 3 (50.00%) SQL Server Developer
3 3 (50.00%) SSAS Developer
3 3 (50.00%) SSRS Developer
3 3 (50.00%) T-SQL Developer
4 1 (16.67%) Informatica Developer
Libraries, Frameworks & Software Standards
1 3 (50.00%) MDX
Miscellaneous
1 2 (33.33%) iSeries
Processes & Methodologies
1 4 (66.67%) Business Intelligence
1 4 (66.67%) ETL
2 3 (50.00%) Data Cleansing
2 3 (50.00%) Kimball Methodology
2 3 (50.00%) SDLC
3 2 (33.33%) Agile Software Development
3 2 (33.33%) Data Migration
3 2 (33.33%) Data Modelling
3 2 (33.33%) ITIL
3 2 (33.33%) Logical Data Model
3 2 (33.33%) Migration
3 2 (33.33%) Physical Data Model
3 2 (33.33%) Requirements Analysis
3 2 (33.33%) Scrum
4 1 (16.67%) Continuous Integration
4 1 (16.67%) Project Planning
4 1 (16.67%) System Testing
Programming Languages
1 4 (66.67%) SQL
2 3 (50.00%) T-SQL
Quality Assurance & Compliance
1 3 (50.00%) QA
Vendors
1 3 (50.00%) Informatica
1 3 (50.00%) Teradata
2 2 (33.33%) IBM
2 2 (33.33%) Oracle