The following table provides summary statistics for permanent job vacancies advertised in Cardiff with a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 3 months to 27 June 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
South Wales / Cardiff
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank - 71 71
Permanent jobs citing Data Modelling 0 2 4
As % of all permanent IT jobs advertised in Cardiff - 0.29% 0.53%
As % of the Processes & Methodologies category - 0.34% 0.62%
Number of salaries quoted 0 2 4
Median salary - £44,500 £35,000
Median salary % change year-on-year - +27.14%  
UK excluding London median salary £48,500 £47,500 £45,500
% change year-on-year +2.10% +4.39%  

Data Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cardiff with a requirement for process and methodology skills.

Process & Methodology Skills
Cardiff
Permanent job vacancies with a requirement for process and methodology skills 455 580 644
As % of all permanent IT job vacancies advertised in Cardiff 90.82% 83.45% 85.64%
Number of salaries quoted 392 508 514
Median salary £40,000 £40,000 £37,500
Median salary % change year-on-year - +6.66%  
90% offered a salary of more than £29,500 £26,500 £27,500
10% offered a salary of more than £57,500 £55,000 £55,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Modelling
Job Vacancy Trend in Cardiff

The job posting trend of jobs advertised in Cardiff citing Data Modelling as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Modelling 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 in Cardiff.

Salary trend for Data Modelling in Cardiff

For the 6 months to 27 June 2017, 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 3 (100.00%) Business Intelligence
1 3 (100.00%) Finance
1 3 (100.00%) Tableau
2 2 (66.67%) Analytics
2 2 (66.67%) Legal
2 2 (66.67%) XML
3 1 (33.33%) Oracle Reports
3 1 (33.33%) CRM
3 1 (33.33%) Data Warehouse
3 1 (33.33%) ETL
3 1 (33.33%) SAS
3 1 (33.33%) FTP
3 1 (33.33%) C
3 1 (33.33%) SQL
3 1 (33.33%) Oracle
3 1 (33.33%) SQL Server
3 1 (33.33%) Quality Management
3 1 (33.33%) Data Security
3 1 (33.33%) BusinessObjects
3 1 (33.33%) Informatica
3 1 (33.33%) MicroStrategy
3 1 (33.33%) ERwin
3 1 (33.33%) Ab Initio
3 1 (33.33%) Teradata
3 1 (33.33%) Agile Software Development
3 1 (33.33%) Data Management
3 1 (33.33%) SQL Server Reporting Services
3 1 (33.33%) Google
3 1 (33.33%) Netezza
3 1 (33.33%) SQL Server Integration Services

Data Modelling
Co-occurring 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 (33.33%) SAS
Cloud Services
1 1 (33.33%) Google Analytics
Communications & Networking
1 1 (33.33%) FTP
Database & Business Intelligence
1 1 (33.33%) BusinessObjects
1 1 (33.33%) Data Warehouse
1 1 (33.33%) Enterprise Data Warehouse
1 1 (33.33%) Hadoop
1 1 (33.33%) Oracle Reports
1 1 (33.33%) QlikView
1 1 (33.33%) SQL Server
1 1 (33.33%) SQL Server Integration Services
1 1 (33.33%) SQL Server Reporting Services
Development Applications
1 1 (33.33%) ERwin
1 1 (33.33%) Team Foundation Server
General
1 3 (100.00%) Finance
2 2 (66.67%) Legal
3 1 (33.33%) Marketing
Job Titles
1 2 (66.67%) Analyst
2 1 (33.33%) Architect
2 1 (33.33%) Business Analyst
2 1 (33.33%) Business Intelligence Analyst
2 1 (33.33%) Data Architect
Libraries, Frameworks & Software Standards
1 2 (66.67%) XML
Miscellaneous
1 1 (33.33%) Analytical Skills
1 1 (33.33%) User Experience
Processes & Methodologies
1 3 (100.00%) Business Intelligence
2 2 (66.67%) Analytics
3 1 (33.33%) Agile Software Development
3 1 (33.33%) CRM
3 1 (33.33%) Data Architecture
3 1 (33.33%) Data Management
3 1 (33.33%) Data Security
3 1 (33.33%) Dimensional Modelling
3 1 (33.33%) Direct Marketing
3 1 (33.33%) ETL
3 1 (33.33%) Mathematics
3 1 (33.33%) Quality Management
3 1 (33.33%) Single Customer View
3 1 (33.33%) Translating Business Requirements
3 1 (33.33%) User Stories
Programming Languages
1 1 (33.33%) C
1 1 (33.33%) SQL
Quality Assurance & Compliance
1 1 (33.33%) Data Quality
Vendors
1 3 (100.00%) Tableau
2 1 (33.33%) Ab Initio
2 1 (33.33%) Google
2 1 (33.33%) Informatica
2 1 (33.33%) MicroStrategy
2 1 (33.33%) Netezza
2 1 (33.33%) Oracle
2 1 (33.33%) Teradata