The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Wales region. Included is a guide to the average salaries offered in IT jobs that have cited Data Modelling over the 3 months to 12 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
12 Feb 2016
Same period 2015 Same period 2014
Data Modeling
Rank 79 98 -
Rank change year-on-year
+19 -
Permanent jobs citing Data Modelling 27 13 0
As % of all permanent IT jobs located in Wales 2.04% 0.95% -
As % of the Processes & Methodologies category 2.58% 1.14% -
Number of salaries quoted 27 10 0
Average salary £40,000 £43,000 -
Average salary % change year-on-year
-6.97% -
UK excluding London average salary £47,500 £46,000 £47,500
% change year-on-year
+3.26% -3.15%
Data Modelling
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Wales region.

Processes & Methodologies Category
Wales
Permanent IT job ads with a match in the
Processes & Methodologies category
1045 1141 887
As % of all permanent IT jobs located in Wales 78.99% 83.28% 83.36%
Number of salaries quoted 905 976 752
Average salary £37,500 £37,500 £38,000
Average salary % change year-on-year
- -1.31%
90% offered a salary of more than £27,000 £29,051 £27,500
10% offered a salary of more than £53,500 £55,000 £57,500
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

Data Modelling
Jobs Demand Trend in Wales

This chart provides a 3-month moving total of permanent IT jobs citing Data Modelling across the Wales region as a proportion of the total demand within the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in Wales

Data Modelling
Salary Trend in Wales

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

Data Modelling Salary Trend in Wales

Data Modelling
Salary Histogram in Wales

This chart provides a salary histogram for IT jobs citing Data Modelling across the Wales region over the 3 months to 12 February 2016.

Data Modelling Salary Histogram in Wales

Data Modelling
Job Locations in Wales

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Modelling within the Wales region over the 3 months to 12 February 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
South Wales +21 23 £42,500 -7.60% 4
Mid Wales - 3 £32,000 -
North Wales +7 1 £26,500 -33.75%
Data Modelling
UK

Data Modelling
Top 30 Related IT Skills in Wales

For the 6 months to 12 February 2016, IT jobs across the Wales region citing Data Modelling also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Modelling.

1 36 (57.14%) SQL
2 28 (44.44%) Agile Software Development
3 25 (39.68%) Business Analysis
3 25 (39.68%) Microsoft
4 23 (36.51%) Finance
5 18 (28.57%) User Acceptance Testing
5 18 (28.57%) ISEB
6 17 (26.98%) Oracle
7 16 (25.40%) MS Office
8 15 (23.81%) ETL
8 15 (23.81%) Systems Analysis
9 14 (22.22%) Stakeholder Management
9 14 (22.22%) Waterfall
10 13 (20.63%) Advertising
11 12 (19.05%) Validation
11 12 (19.05%) Use Case
11 12 (19.05%) Analytical Skills
12 11 (17.46%) PL/SQL
12 11 (17.46%) UML
13 10 (15.87%) SQL Server
13 10 (15.87%) SAS
13 10 (15.87%) SAP
13 10 (15.87%) Mathematics
14 9 (14.29%) ITIL
14 9 (14.29%) User Stories
15 8 (12.70%) Telecoms
15 8 (12.70%) QlikView
15 8 (12.70%) Incident Management
15 8 (12.70%) Scrum
16 7 (11.11%) Data Analysis

Data Modelling
Top Related IT Skills in Wales by Category

For the 6 months to 12 February 2016, IT jobs across the Wales region citing Data Modelling also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Modelling. Up to 20 skills are shown per category.

Application Platforms
1 10 (15.87%) SAS
2 1 (1.59%) IIS
Applications
1 16 (25.40%) MS Office
2 5 (7.94%) SPSS
3 2 (3.17%) MS Excel
Cloud Services
1 7 (11.11%) SaaS
2 3 (4.76%) Amazon AWS
Communications & Networking
1 2 (3.17%) Internet
Database & Business Intelligence
1 10 (15.87%) SQL Server
2 8 (12.70%) QlikView
3 6 (9.52%) SQL Server 2008
3 6 (9.52%) SQL Server 2012
4 5 (7.94%) Spotfire
5 4 (6.35%) Relational Database
6 3 (4.76%) Data Warehouse
6 3 (4.76%) Microsoft Analysis Services
6 3 (4.76%) MySQL
6 3 (4.76%) SQL Server Analysis Services
6 3 (4.76%) SQL Server Integration Services
7 2 (3.17%) Big Data
8 1 (1.59%) SAP BW
Development Applications
1 2 (3.17%) Git (software)
1 2 (3.17%) Maven
1 2 (3.17%) Talend Open Studio
2 1 (1.59%) Subversion
2 1 (1.59%) Team Foundation Server
General
1 23 (36.51%) Finance
2 13 (20.63%) Advertising
3 8 (12.70%) Telecoms
4 2 (3.17%) Welsh Language
5 1 (1.59%) Banking
Job Titles
1 31 (49.21%) Analyst
2 24 (38.10%) Business Analyst
3 10 (15.87%) DBA
4 9 (14.29%) Developer
5 7 (11.11%) Business Support Analyst
6 6 (9.52%) SQL DBA
7 5 (7.94%) Agile Business Analyst
7 5 (7.94%) Business Systems Analyst
7 5 (7.94%) Data Modeller
7 5 (7.94%) ERP Manager
7 5 (7.94%) SQL Server DBA
7 5 (7.94%) Systems Analyst
8 4 (6.35%) Business Change Business Analyst
8 4 (6.35%) Credit Risk Modeller
8 4 (6.35%) Data Governance Analyst
8 4 (6.35%) Data Governance Manager
8 4 (6.35%) Development Specialist
8 4 (6.35%) Governance Manager
8 4 (6.35%) Oracle Specialist
8 4 (6.35%) Support Specialist
Libraries, Frameworks & Software Standards
1 1 (1.59%) .NET
1 1 (1.59%) Ajax
1 1 (1.59%) ASP.NET
1 1 (1.59%) ASP.NET MVC
1 1 (1.59%) COM
1 1 (1.59%) CSS
1 1 (1.59%) HTML
1 1 (1.59%) jQuery
1 1 (1.59%) SOAP
1 1 (1.59%) Web Services
1 1 (1.59%) XForms
1 1 (1.59%) XML
1 1 (1.59%) XSLT
Miscellaneous
1 12 (19.05%) Analytical Skills
2 10 (15.87%) Mathematics
3 7 (11.11%) iSeries
4 6 (9.52%) Visualisation
5 5 (7.94%) Computer Science
5 5 (7.94%) Credit Risk
5 5 (7.94%) Data Integration
6 3 (4.76%) Enterprise Software
7 2 (3.17%) AS400
7 2 (3.17%) Internet of Things
7 2 (3.17%) Management Information System
7 2 (3.17%) Streaming Video
Operating Systems
1 5 (7.94%) Windows
2 4 (6.35%) Unix
Processes & Methodologies
1 28 (44.44%) Agile Software Development
2 25 (39.68%) Business Analysis
3 18 (28.57%) User Acceptance Testing
4 15 (23.81%) ETL
4 15 (23.81%) Systems Analysis
5 14 (22.22%) Stakeholder Management
5 14 (22.22%) Waterfall
6 12 (19.05%) Use Case
6 12 (19.05%) Validation
7 11 (17.46%) UML
8 9 (14.29%) ITIL
8 9 (14.29%) User Stories
9 8 (12.70%) Incident Management
9 8 (12.70%) Scrum
10 7 (11.11%) Configure, Price, Quote (CPQ)
10 7 (11.11%) Data Analysis
10 7 (11.11%) Test Scripting
11 6 (9.52%) Analytics
11 6 (9.52%) Dashboard Development
11 6 (9.52%) Data Visualisation
Programming Languages
1 36 (57.14%) SQL
2 11 (17.46%) PL/SQL
3 6 (9.52%) C
4 5 (7.94%) R
5 4 (6.35%) Shell Script
6 3 (4.76%) T-SQL
7 2 (3.17%) Java
8 1 (1.59%) C#
8 1 (1.59%) JavaScript
8 1 (1.59%) VB
8 1 (1.59%) VBScript
8 1 (1.59%) XPath
Qualifications
1 18 (28.57%) ISEB
2 6 (9.52%) Degree
3 5 (7.94%) Security Cleared
4 4 (6.35%) HND
5 3 (4.76%) Oracle Certification
5 3 (4.76%) SAP Certification
6 2 (3.17%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 3 (4.76%) ISO 9001
1 3 (4.76%) ISO/IEC 27001
1 3 (4.76%) ISO22301
2 2 (3.17%) QA
Vendors
1 25 (39.68%) Microsoft
2 17 (26.98%) Oracle
3 10 (15.87%) SAP
4 5 (7.94%) Tableau
5 3 (4.76%) HP
5 3 (4.76%) IBM
5 3 (4.76%) VMware
6 2 (3.17%) Talend
Cardiff, South Glamorgan
Computer Recruiter Ltd
Salary: £30000 - £35000 Per Annum c.£35K + Shares + Excellent Benefits
Posted: 16 hours ago
Newport, Gwent
CPS Group UK
Salary: £30000 - £40000 per annum + Bonus + Excellent Bens
Posted: 2 days ago
Cardiff, South Glamorgan
Intapeople
Salary: £35000 - £45000 per annum
Posted: 3 days ago
Cardiff with some Remote Working
TRG
Salary: 50000 Per Annum Plus Excellent Benefits
Posted: 26 days ago