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 2 July 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
2 Jul 2015
Same period 2014 Same period 2013
Data Modeling
Rank 100 100 90
Rank change year-on-year
0 -10
Permanent jobs citing Data Modelling 7 2 11
As % of all permanent IT jobs located in Wales 0.50% 0.15% 0.86%
As % of the Processes & Methodologies category 0.62% 0.19% 1.15%
Number of salaries quoted 4 1 9
Average salary £33,750 £45,000 £42,000
Average salary % change year-on-year
-25.00% +7.14%
90% offered a salary of more than £29,000 £45,000 £27,700
10% offered a salary of more than £35,000 £45,000 £50,000
UK excluding London average salary £45,000 £45,000 £45,000
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
1124 1067 953
As % of all permanent IT jobs located in Wales 80.69% 79.45% 74.51%
Number of salaries quoted 906 909 837
Average salary £37,500 £35,783 £35,000
Average salary % change year-on-year
+4.79% +2.23%
90% offered a salary of more than £27,500 £27,500 £27,000
10% offered a salary of more than £55,000 £50,000 £55,000
UK excluding London average salary £44,500 £42,500 £40,000
% change year-on-year
+4.70% +6.25%

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
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 2 July 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
North Wales - 4 £32,500 -
South Wales +4 3 £35,000 -22.22%
Data Modelling
UK

Data Modelling
Top 30 Related IT Skills in Wales

For the 6 months to 2 July 2015, 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 11 (57.89%) SQL
1 11 (57.89%) Data Warehouse
1 11 (57.89%) Business Intelligence
2 7 (36.84%) T-SQL
2 7 (36.84%) Tableau
3 6 (31.58%) Enterprise Data Warehouse
3 6 (31.58%) Data Analysis
4 5 (26.32%) ETL
4 5 (26.32%) Linux
5 4 (21.05%) MS Excel
5 4 (21.05%) Analytical Skills
6 3 (15.79%) Physical Data Model
6 3 (15.79%) Talend Open Studio
6 3 (15.79%) Talend
6 3 (15.79%) Analytics
6 3 (15.79%) Ab Initio
6 3 (15.79%) Teradata
6 3 (15.79%) Statistics
6 3 (15.79%) Dimensional Modelling
6 3 (15.79%) SAS
7 2 (10.53%) HTML
7 2 (10.53%) JavaScript
7 2 (10.53%) MySQL
7 2 (10.53%) SQL Server
7 2 (10.53%) OLAP
7 2 (10.53%) MS Office
7 2 (10.53%) CSS
7 2 (10.53%) CHAID
7 2 (10.53%) Microsoft
7 2 (10.53%) Cognizant

Data Modelling
Top Related IT Skills in Wales by Category

For the 6 months to 2 July 2015, 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 3 (15.79%) SAS
2 2 (10.53%) Node.js
Applications
1 4 (21.05%) MS Excel
2 2 (10.53%) MS Office
2 2 (10.53%) MS PowerPoint
3 1 (5.26%) SPSS
Cloud Services
1 2 (10.53%) SaaS
1 2 (10.53%) GitHub
Communications & Networking
1 2 (10.53%) HTTP
Database & Business Intelligence
1 11 (57.89%) Data Warehouse
2 6 (31.58%) Enterprise Data Warehouse
3 2 (10.53%) MySQL
3 2 (10.53%) SQL Server
3 2 (10.53%) OLAP
3 2 (10.53%) SQL Server 2008
4 1 (5.26%) NoSQL
4 1 (5.26%) Big Data
4 1 (5.26%) DataStage
4 1 (5.26%) SQL Server Integration Services
4 1 (5.26%) QlikView
Development Applications
1 3 (15.79%) Talend Open Studio
2 2 (10.53%) ERwin
General
1 1 (5.26%) Marketing
Job Titles
1 8 (42.11%) Analyst
2 5 (26.32%) Business Intelligence Analyst
3 4 (21.05%) Developer
4 3 (15.79%) Data Analyst
5 2 (10.53%) Data Modeller
5 2 (10.53%) UI Developer
5 2 (10.53%) Front-End Developer
5 2 (10.53%) UI Programmer
6 1 (5.26%) QlikView Developer
6 1 (5.26%) Senior Front-End Developer
6 1 (5.26%) Senior UI Developer
6 1 (5.26%) MI Analyst
6 1 (5.26%) SAS Data Analyst
6 1 (5.26%) Architect
6 1 (5.26%) Project Manager
6 1 (5.26%) ETL Developer
6 1 (5.26%) SAS Analyst
6 1 (5.26%) Senior Consultant
6 1 (5.26%) Consultant
6 1 (5.26%) Data Architect
Libraries, Frameworks & Software Standards
1 2 (10.53%) HTML
1 2 (10.53%) CSS
1 2 (10.53%) JSON
1 2 (10.53%) HTML5
1 2 (10.53%) CSS3
1 2 (10.53%) KnockoutJS
1 2 (10.53%) Ember.js
1 2 (10.53%) AngularJS
1 2 (10.53%) Twitter Bootstrap
Miscellaneous
1 4 (21.05%) Analytical Skills
2 3 (15.79%) Statistics
3 2 (10.53%) User Experience
4 1 (5.26%) Mathematics
4 1 (5.26%) Physics
Operating Systems
1 5 (26.32%) Linux
Processes & Methodologies
1 11 (57.89%) Business Intelligence
2 6 (31.58%) Data Analysis
3 5 (26.32%) ETL
4 3 (15.79%) Dimensional Modelling
4 3 (15.79%) Analytics
4 3 (15.79%) Physical Data Model
5 2 (10.53%) Risk Analysis
5 2 (10.53%) Linear Regression
5 2 (10.53%) Logical Data Model
5 2 (10.53%) Inmon Methodology
5 2 (10.53%) Data Transformation
5 2 (10.53%) Propensity Modelling
5 2 (10.53%) Customer Segmentation
5 2 (10.53%) Performance Tuning
5 2 (10.53%) Data Governance
5 2 (10.53%) Customer Insight
5 2 (10.53%) Kimball Methodology
5 2 (10.53%) Data Management
5 2 (10.53%) Software Architecture
5 2 (10.53%) Predictive Modelling
Programming Languages
1 11 (57.89%) SQL
2 7 (36.84%) T-SQL
3 2 (10.53%) JavaScript
4 1 (5.26%) R
Qualifications
1 2 (10.53%) Degree
Quality Assurance & Compliance
1 1 (5.26%) QA
Vendors
1 7 (36.84%) Tableau
2 3 (15.79%) Ab Initio
2 3 (15.79%) Teradata
2 3 (15.79%) Talend
3 2 (10.53%) Dundas
3 2 (10.53%) Vertica
3 2 (10.53%) Microsoft
3 2 (10.53%) Cognizant
3 2 (10.53%) Informatica
4 1 (5.26%) Oracle
4 1 (5.26%) Trillium
4 1 (5.26%) IBM