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 7 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
7 Dec 2016
Same period 2015 Same period 2014
Data Integration
Rank 72 71 58
Rank change year-on-year
-1 -13
Permanent jobs citing Data Integration 4 3 4
As % of all permanent IT jobs located in Cardiff 0.61% 0.43% 0.68%
As % of the Miscellaneous category 1.68% 1.44% 2.22%
Number of salaries quoted 3 3 4
Median salary £35,000 £32,500 £33,500
Median salary % change year-on-year
+7.69% -2.98%
UK excluding London median salary £47,500 £50,000 £53,458
% change year-on-year
-5.00% -6.46%
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
238 208 180
As % of all permanent IT jobs located in Cardiff 36.12% 30.06% 30.51%
Number of salaries quoted 225 169 166
Median salary £37,500 £35,000 £35,000
Median salary % change year-on-year
+7.14% -
90% offered a salary of more than £25,000 £22,000 £25,000
10% offered a salary of more than £67,500 £55,000 £52,500
UK excluding London median salary £42,500 £42,500 £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
Salary Histogram in Cardiff

This chart provides a salary histogram for IT jobs citing Data Integration across the Cardiff region over the 3 months to 7 December 2016.

Data Integration Salary Histogram in Cardiff

Data Integration
Top 30 Related IT Skills in Cardiff

For the 6 months to 7 December 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 7 (100.00%) Data Warehouse
2 5 (71.43%) Data Cleansing
3 4 (57.14%) Relational Database
3 4 (57.14%) Finance
3 4 (57.14%) Agile Software Development
3 4 (57.14%) Data Modelling
3 4 (57.14%) Oracle
4 3 (42.86%) SQL
4 3 (42.86%) Informatica
4 3 (42.86%) Business Intelligence
4 3 (42.86%) ETL
4 3 (42.86%) Teradata
4 3 (42.86%) SDLC
4 3 (42.86%) Kimball Methodology
5 2 (28.57%) Apache Pig
5 2 (28.57%) Oracle Database
5 2 (28.57%) Data Lake
5 2 (28.57%) Data Migration
5 2 (28.57%) HDFS
5 2 (28.57%) SAS Data Integration Studio
5 2 (28.57%) Apache Spark
5 2 (28.57%) Logical Data Model
5 2 (28.57%) Physical Data Model
5 2 (28.57%) Presto
5 2 (28.57%) iSeries
5 2 (28.57%) Pentaho
5 2 (28.57%) RESTful
5 2 (28.57%) Hadoop
5 2 (28.57%) Waterfall
5 2 (28.57%) 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 (28.57%) Apache Pig
1 2 (28.57%) Apache Spark
1 2 (28.57%) Oracle Workflow
1 2 (28.57%) SAS
Database & Business Intelligence
1 7 (100.00%) Data Warehouse
2 4 (57.14%) Relational Database
3 2 (28.57%) Apache Hive
3 2 (28.57%) Big Data
3 2 (28.57%) Data Lake
3 2 (28.57%) Hadoop
3 2 (28.57%) HBase
3 2 (28.57%) Oracle Database
3 2 (28.57%) Pentaho
3 2 (28.57%) Presto
3 2 (28.57%) RDBMS
3 2 (28.57%) SAS Data Integration Studio
3 2 (28.57%) SQL Server Integration Services
3 2 (28.57%) Star Schema
4 1 (14.29%) SQL Server
General
1 4 (57.14%) Finance
Job Titles
1 5 (71.43%) Developer
2 3 (42.86%) Data Warehouse Developer
3 2 (28.57%) Big Data Engineer
3 2 (28.57%) Business Intelligence Developer
3 2 (28.57%) Data Engineer
3 2 (28.57%) Hadoop Engineer
4 1 (14.29%) Informatica Developer
4 1 (14.29%) SSIS Developer
Libraries, Frameworks & Software Standards
1 2 (28.57%) RESTful
1 2 (28.57%) SOAP
1 2 (28.57%) Web Services
Miscellaneous
1 2 (28.57%) Computer Science
1 2 (28.57%) iSeries
1 2 (28.57%) Mathematics
Operating Systems
1 2 (28.57%) Unix
Processes & Methodologies
1 5 (71.43%) Data Cleansing
2 4 (57.14%) Agile Software Development
2 4 (57.14%) Data Modelling
3 3 (42.86%) Business Intelligence
3 3 (42.86%) ETL
3 3 (42.86%) Kimball Methodology
3 3 (42.86%) SDLC
4 2 (28.57%) CRM
4 2 (28.57%) Data Migration
4 2 (28.57%) ITIL
4 2 (28.57%) Logical Data Model
4 2 (28.57%) Migration
4 2 (28.57%) Physical Data Model
4 2 (28.57%) Requirements Analysis
4 2 (28.57%) Scrum
4 2 (28.57%) Waterfall
4 2 (28.57%) Workflow
5 1 (14.29%) Continuous Integration
5 1 (14.29%) Project Planning
5 1 (14.29%) System Testing
Programming Languages
1 3 (42.86%) SQL
Qualifications
1 2 (28.57%) Degree
Quality Assurance & Compliance
1 2 (28.57%) Data Quality
System Software
1 2 (28.57%) HDFS
Vendors
1 4 (57.14%) Oracle
2 3 (42.86%) Informatica
2 3 (42.86%) Teradata
3 2 (28.57%) IBM