The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the South Wales region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 27 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 May 2016
Same period 2015 Same period 2014
Data Modelling
Rank 78 96 94
Rank change year-on-year
+18 -2
Permanent jobs citing Data Modelling 15 4 2
As % of all permanent IT jobs located in South Wales 1.31% 0.34% 0.19%
As % of the Processes & Methodologies category 1.57% 0.41% 0.22%
Number of salaries quoted 13 4 1
Median salary £35,000 £35,000 £40,000
Median salary % change year-on-year
- -12.50%
UK excluding London median salary £47,500 £45,500 £45,000
% change year-on-year
+4.39% +1.11%
Data Modelling
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 South Wales region.

Processes & Methodologies Category
South Wales
Permanent IT job ads with a match in the
Processes & Methodologies category
957 978 896
As % of all permanent IT jobs located in South Wales 83.58% 83.52% 84.13%
Number of salaries quoted 823 847 769
Median salary £40,000 £37,500 £35,000
Median salary % change year-on-year
+6.66% +7.14%
90% offered a salary of more than £26,500 £27,000 £28,500
10% offered a salary of more than £57,500 £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 South Wales

The demand trend of job ads across the South Wales 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 South Wales

Data Modelling
Salary Trend in South Wales

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

Data Modelling Salary Trend in South Wales

Data Modelling
Job Locations in South Wales

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the South Wales region over the 3 months to 27 May 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Newport - 14 £37,500 -
Cardiff -1 2 £32,500 -7.14% 2
Data Modelling
Wales

Data Modelling
Top 30 Related IT Skills in South Wales

For the 6 months to 27 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 South Wales region with a requirement for Data Modelling.

1 21 (52.50%) SQL
2 16 (40.00%) Advertising
3 13 (32.50%) Agile Software Development
4 11 (27.50%) Business Analysis
4 11 (27.50%) ISEB
4 11 (27.50%) SQL Server
5 10 (25.00%) ETL
5 10 (25.00%) Finance
5 10 (25.00%) SQL Server 2008
5 10 (25.00%) User Acceptance Testing
5 10 (25.00%) SQL Server 2012
5 10 (25.00%) Performance Tuning
6 9 (22.50%) Complex ETL
6 9 (22.50%) Mathematics
6 9 (22.50%) Configuration Management
6 9 (22.50%) Microsoft
6 9 (22.50%) C
6 9 (22.50%) Windows
6 9 (22.50%) UML
7 7 (17.50%) Data Security
7 7 (17.50%) Use Case
7 7 (17.50%) Data Privacy
8 6 (15.00%) Telecoms
8 6 (15.00%) Data Analysis
8 6 (15.00%) SAS
9 5 (12.50%) User Stories
9 5 (12.50%) Credit Risk
9 5 (12.50%) Degree
9 5 (12.50%) Statistical Analysis
9 5 (12.50%) R

Data Modelling
Top Related IT Skills in South Wales 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 (15.00%) SAS
2 1 (2.50%) IBM Notes
Business Applications
1 1 (2.50%) assyst
Cloud Services
1 3 (7.50%) SaaS
Communications & Networking
1 2 (5.00%) Internet
Database & Business Intelligence
1 11 (27.50%) SQL Server
2 10 (25.00%) SQL Server 2008
2 10 (25.00%) SQL Server 2012
3 2 (5.00%) Big Data
3 2 (5.00%) Relational Database
3 2 (5.00%) SQL Server Integration Services
4 1 (2.50%) BusinessObjects
4 1 (2.50%) Data Warehouse
4 1 (2.50%) Enterprise Data Warehouse
4 1 (2.50%) Hadoop
4 1 (2.50%) QlikView
4 1 (2.50%) SQL Server Reporting Services
Development Applications
1 2 (5.00%) Git (software)
1 2 (5.00%) Maven
1 2 (5.00%) Talend Open Studio
General
1 16 (40.00%) Advertising
2 10 (25.00%) Finance
3 6 (15.00%) Telecoms
4 2 (5.00%) Welsh Language
Job Titles
1 18 (45.00%) Analyst
2 10 (25.00%) Business Analyst
2 10 (25.00%) DBA
2 10 (25.00%) SQL DBA
3 9 (22.50%) SQL Server DBA
4 7 (17.50%) Change Analyst
5 5 (12.50%) Data Modeller
6 4 (10.00%) Credit Risk Modeller
7 3 (7.50%) Architect
7 3 (7.50%) Data Architect
7 3 (7.50%) Product Analyst
8 2 (5.00%) Big Data Architect
8 2 (5.00%) Business Systems Analyst
8 2 (5.00%) Consultant
8 2 (5.00%) Developer
8 2 (5.00%) Lead Architect
8 2 (5.00%) Lead Software Architect
8 2 (5.00%) Product Owner
8 2 (5.00%) Software Architect
8 2 (5.00%) Systems Analyst
Miscellaneous
1 9 (22.50%) Mathematics
2 5 (12.50%) Credit Risk
3 4 (10.00%) Analytical Skills
4 2 (5.00%) AS400
4 2 (5.00%) Data Integration
4 2 (5.00%) Internet of Things
4 2 (5.00%) iSeries
4 2 (5.00%) Streaming Video
5 1 (2.50%) Data Structures
5 1 (2.50%) Management Information System
Operating Systems
1 9 (22.50%) Windows
Processes & Methodologies
1 13 (32.50%) Agile Software Development
2 11 (27.50%) Business Analysis
3 10 (25.00%) ETL
3 10 (25.00%) Performance Tuning
3 10 (25.00%) User Acceptance Testing
4 9 (22.50%) Complex ETL
4 9 (22.50%) Configuration Management
4 9 (22.50%) UML
5 7 (17.50%) Data Privacy
5 7 (17.50%) Data Security
5 7 (17.50%) Use Case
6 6 (15.00%) Data Analysis
7 5 (12.50%) Statistical Analysis
7 5 (12.50%) User Stories
8 4 (10.00%) Stakeholder Management
8 4 (10.00%) Translating Business Requirements
8 4 (10.00%) Waterfall
9 3 (7.50%) ITIL
9 3 (7.50%) Scrum
9 3 (7.50%) Systems Analysis
Programming Languages
1 21 (52.50%) SQL
2 9 (22.50%) C
3 5 (12.50%) R
4 2 (5.00%) Java
4 2 (5.00%) PL/SQL
4 2 (5.00%) T-SQL
Qualifications
1 11 (27.50%) ISEB
2 5 (12.50%) Degree
3 2 (5.00%) HND
4 1 (2.50%) ITIL Certification
4 1 (2.50%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 3 (7.50%) QA
2 2 (5.00%) SLA
Vendors
1 9 (22.50%) Microsoft
2 3 (7.50%) Oracle
3 2 (5.00%) IBM
3 2 (5.00%) Talend
4 1 (2.50%) Lotus
4 1 (2.50%) MicroStrategy
4 1 (2.50%) Netezza
4 1 (2.50%) ServiceNow
4 1 (2.50%) Tableau
4 1 (2.50%) Teradata