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 24 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 May 2016
Same period 2015 Same period 2014
Data Modelling
Rank 67 65 70
Rank change year-on-year
-2 +5
Permanent jobs citing Data Modelling 2 4 2
As % of all permanent IT jobs located in Cardiff 0.31% 0.60% 0.30%
As % of the Processes & Methodologies category 0.38% 0.69% 0.36%
Number of salaries quoted 1 4 1
Median salary £32,500 £35,000 £40,000
Median salary % change year-on-year
-7.14% -12.50%
UK excluding London median salary £47,500 £45,000 £45,000
% change year-on-year
+5.55% -
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
527 576 558
As % of all permanent IT jobs located in Cardiff 82.99% 85.71% 84.29%
Number of salaries quoted 454 474 465
Median salary £40,000 £37,500 £37,000
Median salary % change year-on-year
+6.66% +1.35%
90% offered a salary of more than £26,500 £26,500 £28,614
10% offered a salary of more than £52,500 £52,500 £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 24 May 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 9 (60.00%) SQL
2 6 (40.00%) SAS
2 6 (40.00%) Finance
2 6 (40.00%) Data Analysis
3 5 (33.33%) Statistical Analysis
3 5 (33.33%) Credit Risk
3 5 (33.33%) R
4 4 (26.67%) Agile Software Development
4 4 (26.67%) UML
5 3 (20.00%) Oracle
5 3 (20.00%) Translating Business Requirements
6 2 (13.33%) Big Data
6 2 (13.33%) Talend
6 2 (13.33%) Data Transformation
6 2 (13.33%) Relational Database
6 2 (13.33%) Internet of Things
6 2 (13.33%) SQL Server
6 2 (13.33%) OO
6 2 (13.33%) Java
6 2 (13.33%) PL/SQL
6 2 (13.33%) OOD
6 2 (13.33%) IBM
6 2 (13.33%) ISEB
6 2 (13.33%) HND
6 2 (13.33%) Internet
6 2 (13.33%) AS400
6 2 (13.33%) Telecoms
6 2 (13.33%) Streaming Video
6 2 (13.33%) Maven
6 2 (13.33%) Business Analysis

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 6 (40.00%) SAS
Communications & Networking
1 2 (13.33%) Internet
Database & Business Intelligence
1 2 (13.33%) Big Data
1 2 (13.33%) Relational Database
1 2 (13.33%) SQL Server
2 1 (6.67%) BusinessObjects
2 1 (6.67%) Data Warehouse
2 1 (6.67%) Enterprise Data Warehouse
2 1 (6.67%) Hadoop
2 1 (6.67%) QlikView
2 1 (6.67%) SQL Server 2008
2 1 (6.67%) SQL Server 2012
2 1 (6.67%) SQL Server Reporting Services
Development Applications
1 2 (13.33%) Git (software)
1 2 (13.33%) Maven
1 2 (13.33%) Talend Open Studio
General
1 6 (40.00%) Finance
2 2 (13.33%) Telecoms
2 2 (13.33%) Welsh Language
Job Titles
1 5 (33.33%) Data Modeller
2 4 (26.67%) Analyst
2 4 (26.67%) Credit Risk Modeller
3 3 (20.00%) Architect
3 3 (20.00%) Data Architect
4 2 (13.33%) Big Data Architect
4 2 (13.33%) Developer
4 2 (13.33%) Lead Architect
4 2 (13.33%) Lead Data Architect
4 2 (13.33%) Lead Software Architect
4 2 (13.33%) Product Analyst
4 2 (13.33%) Product Owner
4 2 (13.33%) Software Architect
4 2 (13.33%) Storage Architect
5 1 (6.67%) Business Support Analyst
5 1 (6.67%) Senior Data Modeller
5 1 (6.67%) Senior DBA
5 1 (6.67%) Senior SQL DBA
5 1 (6.67%) SQL DBA
5 1 (6.67%) Systems Support Analyst
Miscellaneous
1 5 (33.33%) Credit Risk
2 2 (13.33%) AS400
2 2 (13.33%) Data Integration
2 2 (13.33%) Internet of Things
2 2 (13.33%) iSeries
2 2 (13.33%) Streaming Video
Processes & Methodologies
1 6 (40.00%) Data Analysis
2 5 (33.33%) Statistical Analysis
3 4 (26.67%) Agile Software Development
3 4 (26.67%) UML
4 3 (20.00%) Translating Business Requirements
5 2 (13.33%) Business Analysis
5 2 (13.33%) Data Transformation
5 2 (13.33%) OO
5 2 (13.33%) OOD
5 2 (13.33%) Product Management
5 2 (13.33%) Use Case
5 2 (13.33%) User Acceptance Testing
5 2 (13.33%) Web Development
6 1 (6.67%) Business Intelligence
6 1 (6.67%) Data Migration
6 1 (6.67%) ETL
6 1 (6.67%) Incident Management
6 1 (6.67%) Logistic Regression
6 1 (6.67%) Open Source
6 1 (6.67%) Systems Analysis
Programming Languages
1 9 (60.00%) SQL
2 5 (33.33%) R
3 2 (13.33%) Java
3 2 (13.33%) PL/SQL
Qualifications
1 2 (13.33%) Degree
1 2 (13.33%) HND
1 2 (13.33%) ISEB
Quality Assurance & Compliance
1 2 (13.33%) QA
2 1 (6.67%) SLA
Vendors
1 3 (20.00%) Oracle
2 2 (13.33%) IBM
2 2 (13.33%) Talend
3 1 (6.67%) MicroStrategy
3 1 (6.67%) Netezza
3 1 (6.67%) Tableau
3 1 (6.67%) Teradata