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 23 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
23 Jul 2016
Same period 2015 Same period 2014
Data Integration
Rank 65 82 -
Rank change year-on-year
+17 -
Permanent jobs citing Data Integration 6 1 0
As % of all permanent IT jobs located in Cardiff 0.84% 0.12% -
As % of the Miscellaneous category 2.97% 0.42% -
Number of salaries quoted 3 0 0
Median salary £37,500 - -
UK excluding London median salary £53,750 £45,000 £54,000
% change year-on-year
+19.44% -16.66%
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
202 238 212
As % of all permanent IT jobs located in Cardiff 28.37% 29.49% 31.59%
Number of salaries quoted 186 206 177
Median salary £37,500 £35,000 £36,500
Median salary % change year-on-year
+7.14% -4.10%
90% offered a salary of more than £24,000 £25,000 £21,500
10% offered a salary of more than £50,000 £51,500 £52,500
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

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 23 July 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 (75.00%) Data Warehouse
2 5 (62.50%) SQL
2 5 (62.50%) SQL Server Integration Services
3 4 (50.00%) SQL Server
3 4 (50.00%) ETL
3 4 (50.00%) Business Intelligence
4 3 (37.50%) OLAP Cube
4 3 (37.50%) SDLC
4 3 (37.50%) Data Modelling
4 3 (37.50%) OLAP
4 3 (37.50%) T-SQL
4 3 (37.50%) Informatica
4 3 (37.50%) Teradata
4 3 (37.50%) MS Excel
4 3 (37.50%) SQL Server Reporting Services
4 3 (37.50%) MDX
4 3 (37.50%) Data Cleansing
4 3 (37.50%) QA
4 3 (37.50%) SQL Server Analysis Services
4 3 (37.50%) SQL Server 2012
4 3 (37.50%) Kimball Methodology
4 3 (37.50%) Relational Database
5 2 (25.00%) Agile Software Development
5 2 (25.00%) Data Migration
5 2 (25.00%) iSeries
5 2 (25.00%) Data Analysis
5 2 (25.00%) Requirements Analysis
5 2 (25.00%) Project Planning
5 2 (25.00%) Scrum
5 2 (25.00%) Migration

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 1 (12.50%) Apache Spark
1 1 (12.50%) SAS
Applications
1 3 (37.50%) MS Excel
2 1 (12.50%) SPSS
Cloud Services
1 1 (12.50%) Amazon AWS
1 1 (12.50%) Cloud Computing
1 1 (12.50%) Microsoft Azure
Communications & Networking
1 1 (12.50%) Internet
Database & Business Intelligence
1 6 (75.00%) Data Warehouse
2 5 (62.50%) SQL Server Integration Services
3 4 (50.00%) SQL Server
4 3 (37.50%) OLAP
4 3 (37.50%) OLAP Cube
4 3 (37.50%) Relational Database
4 3 (37.50%) SQL Server 2012
4 3 (37.50%) SQL Server Analysis Services
4 3 (37.50%) SQL Server Reporting Services
5 2 (25.00%) Big Data
5 2 (25.00%) Star Schema
6 1 (12.50%) Data Mining
6 1 (12.50%) Hadoop
6 1 (12.50%) NoSQL
Job Titles
1 6 (75.00%) Developer
2 4 (50.00%) SSIS Developer
3 3 (37.50%) Data Warehouse Developer
3 3 (37.50%) Database Developer
3 3 (37.50%) SQL Database Developer
3 3 (37.50%) SQL Developer
3 3 (37.50%) SQL Server Developer
3 3 (37.50%) SSAS Developer
3 3 (37.50%) SSRS Developer
3 3 (37.50%) T-SQL Developer
4 1 (12.50%) Architect
4 1 (12.50%) Big Data Architect
4 1 (12.50%) Data Architect
4 1 (12.50%) Data Scientist
4 1 (12.50%) Informatica Developer
4 1 (12.50%) Lead Architect
4 1 (12.50%) Lead Data Architect
4 1 (12.50%) Lead Software Architect
4 1 (12.50%) Software Architect
4 1 (12.50%) Storage Architect
Libraries, Frameworks & Software Standards
1 3 (37.50%) MDX
2 1 (12.50%) Lucene
2 1 (12.50%) Web Services
Miscellaneous
1 2 (25.00%) iSeries
2 1 (12.50%) Analytical Skills
2 1 (12.50%) Computer Science
2 1 (12.50%) Internet of Things
2 1 (12.50%) Streaming Video
Processes & Methodologies
1 4 (50.00%) Business Intelligence
1 4 (50.00%) ETL
2 3 (37.50%) Data Cleansing
2 3 (37.50%) Data Modelling
2 3 (37.50%) Kimball Methodology
2 3 (37.50%) SDLC
3 2 (25.00%) Agile Software Development
3 2 (25.00%) Data Analysis
3 2 (25.00%) Data Migration
3 2 (25.00%) ITIL
3 2 (25.00%) Logical Data Model
3 2 (25.00%) Migration
3 2 (25.00%) Physical Data Model
3 2 (25.00%) Project Planning
3 2 (25.00%) Requirements Analysis
3 2 (25.00%) Scrum
4 1 (12.50%) Analytics
4 1 (12.50%) Continuous Integration
4 1 (12.50%) Project Management
4 1 (12.50%) System Testing
Programming Languages
1 5 (62.50%) SQL
2 3 (37.50%) T-SQL
3 1 (12.50%) C#
3 1 (12.50%) C++
3 1 (12.50%) Java
3 1 (12.50%) MATLAB
3 1 (12.50%) Python
3 1 (12.50%) Scala
Qualifications
1 1 (12.50%) Degree
Quality Assurance & Compliance
1 3 (37.50%) QA
Vendors
1 3 (37.50%) Informatica
1 3 (37.50%) Teradata
2 2 (25.00%) IBM
2 2 (25.00%) Oracle
3 1 (12.50%) Microsoft