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 average salaries offered in IT jobs that have cited Data Modelling over the 3 months to 27 May 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
27 May 2015
Same period 2014 Same period 2013
Data Modeling
Rank 95 93 78
Rank change year-on-year
-2 -15
Permanent jobs citing Data Modelling 4 2 8
As % of all permanent IT jobs located in South Wales 0.34% 0.19% 0.76%
As % of the Processes & Methodologies category 0.41% 0.23% 1.03%
Number of salaries quoted 4 1 8
Average salary £35,000 £40,000 £31,750
Average salary % change year-on-year
-12.50% +25.98%
90% offered a salary of more than £29,750 £40,000 £26,500
10% offered a salary of more than £42,700 £40,000 £50,000
UK excluding London average salary £45,000 £45,000 £45,000
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
972 884 778
As % of all permanent IT jobs located in South Wales 81.75% 82.93% 74.38%
Number of salaries quoted 839 760 700
Average salary £38,250 £35,000 £35,000
Average salary % change year-on-year
+9.28% -
90% offered a salary of more than £27,500 £28,500 £26,500
10% offered a salary of more than £55,000 £50,000 £52,500
UK excluding London average salary £44,750 £42,500 £40,000
% change year-on-year
+5.29% +6.25%

Data Modelling
Jobs Demand Trend in South Wales

This chart provides a 3-month moving total of permanent IT jobs citing Data Modelling across the South Wales region as a proportion of the total demand within 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
Salary Histogram in South Wales

This chart provides a salary histogram for IT jobs citing Data Modelling across the South Wales region over the 3 months to 27 May 2015.

Data Modelling Salary Histogram in South Wales

Data Modelling
Job Locations in South 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 South Wales region over the 3 months to 27 May 2015. 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
Cardiff +9 4 £35,000 -12.50%
Data Modelling
Wales

Data Modelling
Top 30 Related IT Skills in South Wales

For the 6 months to 27 May 2015, IT jobs across the South 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 4 (33.33%) HTML
1 4 (33.33%) JavaScript
1 4 (33.33%) CSS
1 4 (33.33%) Linux
1 4 (33.33%) HTTP
1 4 (33.33%) JSON
1 4 (33.33%) SaaS
1 4 (33.33%) Software Architecture
1 4 (33.33%) HTML5
1 4 (33.33%) Node.js
1 4 (33.33%) CSS3
1 4 (33.33%) GitHub
1 4 (33.33%) Ember.js
1 4 (33.33%) AngularJS
1 4 (33.33%) KnockoutJS
1 4 (33.33%) Twitter Bootstrap
1 4 (33.33%) User Experience
2 3 (25.00%) Analytical Skills
2 3 (25.00%) Predictive Modelling
2 3 (25.00%) Statistics
2 3 (25.00%) Teradata
2 3 (25.00%) SAS
2 3 (25.00%) Data Warehouse
2 3 (25.00%) SQL
3 2 (16.67%) MS Office
3 2 (16.67%) MS Excel
3 2 (16.67%) Business Intelligence
3 2 (16.67%) Microsoft
3 2 (16.67%) Cognizant
3 2 (16.67%) CHAID

Data Modelling
Top Related IT Skills in South Wales by Category

For the 6 months to 27 May 2015, IT jobs across the South 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 4 (33.33%) Node.js
2 3 (25.00%) SAS
Applications
1 2 (16.67%) MS Office
1 2 (16.67%) MS Excel
1 2 (16.67%) MS PowerPoint
2 1 (8.33%) EViews
2 1 (8.33%) SPSS
Cloud Services
1 4 (33.33%) SaaS
1 4 (33.33%) GitHub
Communications & Networking
1 4 (33.33%) HTTP
Database & Business Intelligence
1 3 (25.00%) Data Warehouse
2 1 (8.33%) Data Mining
2 1 (8.33%) Big Data
Development Applications
1 2 (16.67%) ERwin
2 1 (8.33%) Subversion
2 1 (8.33%) Git (software)
General
1 1 (8.33%) Finance
1 1 (8.33%) Retail
Job Titles
1 4 (33.33%) Developer
1 4 (33.33%) Analyst
1 4 (33.33%) UI Developer
1 4 (33.33%) UI Programmer
2 3 (25.00%) Front-End Developer
2 3 (25.00%) Data Analyst
3 2 (16.67%) Data Modeller
3 2 (16.67%) Senior UI Developer
3 2 (16.67%) Senior Developer
3 2 (16.67%) Senior Front-End Developer
4 1 (8.33%) Full Stack Developer
4 1 (8.33%) Lead Developer
4 1 (8.33%) Data Architect
4 1 (8.33%) Architect
4 1 (8.33%) Project Manager
4 1 (8.33%) Credit Analyst
4 1 (8.33%) SAS Analyst
4 1 (8.33%) Risk Analyst
4 1 (8.33%) MI Analyst
4 1 (8.33%) Credit Risk Analyst
Libraries, Frameworks & Software Standards
1 4 (33.33%) HTML
1 4 (33.33%) CSS
1 4 (33.33%) JSON
1 4 (33.33%) HTML5
1 4 (33.33%) CSS3
1 4 (33.33%) KnockoutJS
1 4 (33.33%) Ember.js
1 4 (33.33%) AngularJS
1 4 (33.33%) Twitter Bootstrap
Miscellaneous
1 4 (33.33%) User Experience
2 3 (25.00%) Analytical Skills
2 3 (25.00%) Statistics
3 1 (8.33%) Mathematics
3 1 (8.33%) Credit Risk
3 1 (8.33%) Economics
Operating Systems
1 4 (33.33%) Linux
2 1 (8.33%) UNIX
Processes & Methodologies
1 4 (33.33%) Software Architecture
2 3 (25.00%) Predictive Modelling
3 2 (16.67%) Regression Analysis
3 2 (16.67%) Customer Insight
3 2 (16.67%) Kimball Methodology
3 2 (16.67%) Analytics
3 2 (16.67%) Inmon Methodology
3 2 (16.67%) Business Intelligence
3 2 (16.67%) CHAID
3 2 (16.67%) Data Management
3 2 (16.67%) Data Transformation
3 2 (16.67%) Propensity Modelling
3 2 (16.67%) Customer Segmentation
3 2 (16.67%) Data Governance
3 2 (16.67%) Linear Regression
3 2 (16.67%) Physical Data Model
4 1 (8.33%) ETL
4 1 (8.33%) Logical Data Model
4 1 (8.33%) Performance Improvement
4 1 (8.33%) Markov Chain
Programming Languages
1 4 (33.33%) JavaScript
2 3 (25.00%) SQL
3 1 (8.33%) ECMAScript
3 1 (8.33%) MATLAB
3 1 (8.33%) R
3 1 (8.33%) C
3 1 (8.33%) C++
3 1 (8.33%) Java
Qualifications
1 2 (16.67%) Degree
2 1 (8.33%) Postgraduate
Quality Assurance & Compliance
1 1 (8.33%) Basel II
Vendors
1 3 (25.00%) Teradata
2 2 (16.67%) Microsoft
2 2 (16.67%) Cognizant
3 1 (8.33%) Informatica
3 1 (8.33%) Oracle
3 1 (8.33%) Trillium
3 1 (8.33%) IBM