The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Cardiff region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 28 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jun 2016
Same period 2015 Same period 2014
Data Modelling
Rank 69 71 74
Rank change year-on-year
+2 +3
Permanent jobs citing Data Modelling 3 4 1
As % of all permanent IT jobs located in Cardiff 0.43% 0.53% 0.15%
As % of the Processes & Methodologies category 0.52% 0.63% 0.18%
Number of salaries quoted 3 4 0
Median salary £40,000 £35,000 -
Median salary % change year-on-year
+14.28% -
UK excluding London median salary £47,500 £45,500 £45,000
% change year-on-year
+4.39% +1.11%
Data Modelling
South Wales

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
574 634 552
As % of all permanent IT jobs located in Cardiff 82.00% 84.31% 81.42%
Number of salaries quoted 501 504 470
Median salary £40,000 £37,500 £37,500
Median salary % change year-on-year
+6.66% -
90% offered a salary of more than £26,500 £27,500 £27,500
10% offered a salary of more than £55,000 £55,000 £55,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Modelling
Jobs Demand Trend in Cardiff

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

Data Modelling Jobs Demand Trend in Cardiff

Data Modelling
Salary Trend in Cardiff

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Modelling across the Cardiff region.

Data Modelling Salary Trend in Cardiff

Data Modelling
Top 30 Related IT Skills in Cardiff

For the 6 months to 28 June 2016, IT jobs citing Data Modelling 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 Modelling.

1 6 (46.15%) Agile Software Development
2 5 (38.46%) Oracle
3 4 (30.77%) UML
3 4 (30.77%) SQL
3 4 (30.77%) IBM
3 4 (30.77%) Data Integration
3 4 (30.77%) iSeries
3 4 (30.77%) Relational Database
4 3 (23.08%) Translating Business Requirements
4 3 (23.08%) Data Migration
4 3 (23.08%) Degree
4 3 (23.08%) Data Analysis
4 3 (23.08%) Finance
4 3 (23.08%) Migration
4 3 (23.08%) Teradata
4 3 (23.08%) Data Warehouse
5 2 (15.38%) OOD
5 2 (15.38%) ETL
5 2 (15.38%) SAS
5 2 (15.38%) Business Intelligence
5 2 (15.38%) Star Schema
5 2 (15.38%) OO
5 2 (15.38%) Java
5 2 (15.38%) PL/SQL
5 2 (15.38%) SQL Server
5 2 (15.38%) ITIL
5 2 (15.38%) HND
5 2 (15.38%) AS400
5 2 (15.38%) Telecoms
5 2 (15.38%) Streaming Video

Data Modelling
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 (15.38%) SAS
Communications & Networking
1 2 (15.38%) Internet
Database & Business Intelligence
1 4 (30.77%) Relational Database
2 3 (23.08%) Data Warehouse
3 2 (15.38%) Big Data
3 2 (15.38%) SQL Server
3 2 (15.38%) Star Schema
4 1 (7.69%) BusinessObjects
4 1 (7.69%) Enterprise Data Warehouse
4 1 (7.69%) Hadoop
4 1 (7.69%) QlikView
4 1 (7.69%) SQL Server 2008
4 1 (7.69%) SQL Server 2012
4 1 (7.69%) SQL Server Integration Services
4 1 (7.69%) SQL Server Reporting Services
Development Applications
1 2 (15.38%) Git (software)
1 2 (15.38%) Maven
1 2 (15.38%) Talend Open Studio
General
1 3 (23.08%) Finance
2 2 (15.38%) Telecoms
2 2 (15.38%) Welsh Language
Job Titles
1 4 (30.77%) Analyst
1 4 (30.77%) Developer
2 3 (23.08%) Architect
2 3 (23.08%) Data Architect
3 2 (15.38%) Big Data Architect
3 2 (15.38%) Business Analyst
3 2 (15.38%) Data Warehouse Developer
3 2 (15.38%) Lead Architect
3 2 (15.38%) Lead Data Architect
3 2 (15.38%) Lead Software Architect
3 2 (15.38%) Product Analyst
3 2 (15.38%) Product Owner
3 2 (15.38%) Software Architect
3 2 (15.38%) Storage Architect
4 1 (7.69%) Credit Risk Modeller
4 1 (7.69%) Data Modeller
4 1 (7.69%) Senior DBA
4 1 (7.69%) SQL DBA
4 1 (7.69%) Technical Analyst
4 1 (7.69%) Technical Business Analyst
Miscellaneous
1 4 (30.77%) Data Integration
1 4 (30.77%) iSeries
2 2 (15.38%) AS400
2 2 (15.38%) Internet of Things
2 2 (15.38%) Streaming Video
3 1 (7.69%) Credit Risk
Processes & Methodologies
1 6 (46.15%) Agile Software Development
2 4 (30.77%) UML
3 3 (23.08%) Data Analysis
3 3 (23.08%) Data Migration
3 3 (23.08%) Migration
3 3 (23.08%) Translating Business Requirements
4 2 (15.38%) Business Intelligence
4 2 (15.38%) Data Cleansing
4 2 (15.38%) Data Transformation
4 2 (15.38%) ITIL
4 2 (15.38%) Kimball Methodology
4 2 (15.38%) Logical Data Model
4 2 (15.38%) OO
4 2 (15.38%) Physical Data Model
4 2 (15.38%) Product Management
4 2 (15.38%) Requirements Analysis
4 2 (15.38%) Scrum
4 2 (15.38%) SDLC
4 2 (15.38%) Use Case
4 2 (15.38%) Web Development
Programming Languages
1 4 (30.77%) SQL
2 2 (15.38%) Java
2 2 (15.38%) PL/SQL
3 1 (7.69%) R
Qualifications
1 3 (23.08%) Degree
2 2 (15.38%) HND
3 1 (7.69%) ISEB
Quality Assurance & Compliance
1 2 (15.38%) QA
2 1 (7.69%) SLA
Vendors
1 5 (38.46%) Oracle
2 4 (30.77%) IBM
3 3 (23.08%) Teradata
4 2 (15.38%) Informatica
4 2 (15.38%) Talend
5 1 (7.69%) MicroStrategy
5 1 (7.69%) Netezza
5 1 (7.69%) Tableau