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 salaries offered in IT jobs that have cited Data Modelling over the 3 months to 28 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 May 2016
Same period 2015 Same period 2014
Data Modelling
Rank 81 98 107
Rank change year-on-year
+17 +9
Permanent jobs citing Data Modelling 18 9 2
As % of all permanent IT jobs located in Wales 1.38% 0.66% 0.15%
As % of the Processes & Methodologies category 1.68% 0.78% 0.18%
Number of salaries quoted 14 4 1
Median salary £37,500 £35,000 £40,000
Median salary % change year-on-year
+7.14% -12.50%
UK excluding London median salary £47,500 £45,500 £45,000
% change year-on-year
+4.39% +1.11%
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
1071 1153 1087
As % of all permanent IT jobs located in Wales 82.19% 84.10% 83.55%
Number of salaries quoted 916 960 927
Median salary £40,000 £38,000 £35,000
Median salary % change year-on-year
+5.26% +8.57%
90% offered a salary of more than £26,500 £27,489 £27,500
10% offered a salary of more than £55,000 £55,000 £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 Wales

The demand trend of job ads across the 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 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 28 May 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 median salaries quoted in IT jobs citing Data Modelling within the Wales region over the 3 months to 28 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
South Wales +18 15 £35,000 - 2
North Wales +7 1 - -
Mid Wales - 1 - -
West Wales - 1 £47,500 -
Data Modelling
UK

Data Modelling
Top 30 Related IT Skills in Wales

For the 6 months to 28 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 Wales region with a requirement for Data Modelling.

1 25 (52.08%) SQL
2 16 (33.33%) Advertising
3 15 (31.25%) SQL Server
4 14 (29.17%) ETL
5 13 (27.08%) Agile Software Development
5 13 (27.08%) Finance
6 11 (22.92%) Business Analysis
6 11 (22.92%) C
6 11 (22.92%) ISEB
7 10 (20.83%) User Acceptance Testing
7 10 (20.83%) SQL Server 2008
7 10 (20.83%) SQL Server 2012
7 10 (20.83%) Performance Tuning
8 9 (18.75%) Complex ETL
8 9 (18.75%) Mathematics
8 9 (18.75%) Data Analysis
8 9 (18.75%) Microsoft
8 9 (18.75%) Configuration Management
8 9 (18.75%) Windows
8 9 (18.75%) UML
9 8 (16.67%) Business Intelligence
10 7 (14.58%) Oracle
10 7 (14.58%) Migration
10 7 (14.58%) Data Security
10 7 (14.58%) Use Case
10 7 (14.58%) Data Privacy
11 6 (12.50%) Data Integration
11 6 (12.50%) SQL Server Integration Services
11 6 (12.50%) Telecoms
11 6 (12.50%) PL/SQL

Data Modelling
Top Related IT Skills in 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 (12.50%) SAS
2 1 (2.08%) IBM Notes
Applications
1 1 (2.08%) MS PowerPoint
Business Applications
1 1 (2.08%) assyst
Cloud Services
1 3 (6.25%) SaaS
Communications & Networking
1 2 (4.17%) Internet
Database & Business Intelligence
1 15 (31.25%) SQL Server
2 10 (20.83%) SQL Server 2008
2 10 (20.83%) SQL Server 2012
3 6 (12.50%) Data Warehouse
3 6 (12.50%) SQL Server Integration Services
4 4 (8.33%) Microsoft Analysis Services
4 4 (8.33%) MySQL
4 4 (8.33%) QlikView
4 4 (8.33%) SQL Server Analysis Services
5 2 (4.17%) Big Data
5 2 (4.17%) Relational Database
6 1 (2.08%) BusinessObjects
6 1 (2.08%) Enterprise Data Warehouse
6 1 (2.08%) Hadoop
6 1 (2.08%) SQL Server Reporting Services
Development Applications
1 2 (4.17%) Git (software)
1 2 (4.17%) Maven
1 2 (4.17%) Talend Open Studio
General
1 16 (33.33%) Advertising
2 13 (27.08%) Finance
3 6 (12.50%) Telecoms
4 3 (6.25%) Banking
5 2 (4.17%) Welsh Language
Job Titles
1 21 (43.75%) Analyst
2 10 (20.83%) Business Analyst
2 10 (20.83%) DBA
2 10 (20.83%) SQL DBA
3 9 (18.75%) SQL Server DBA
4 7 (14.58%) Change Analyst
5 6 (12.50%) Developer
6 5 (10.42%) Data Modeller
7 4 (8.33%) Credit Risk Modeller
8 3 (6.25%) Architect
8 3 (6.25%) Data Analyst
8 3 (6.25%) Data Architect
8 3 (6.25%) Product Analyst
9 2 (4.17%) Business Systems Analyst
9 2 (4.17%) Consultant
9 2 (4.17%) Oracle Developer
9 2 (4.17%) Report Analyst
9 2 (4.17%) Software Architect
9 2 (4.17%) SQL Developer
9 2 (4.17%) Systems Analyst
Miscellaneous
1 9 (18.75%) Mathematics
2 6 (12.50%) Data Integration
3 5 (10.42%) Credit Risk
4 4 (8.33%) Analytical Skills
4 4 (8.33%) Enterprise Software
5 2 (4.17%) AS400
5 2 (4.17%) Internet of Things
5 2 (4.17%) iSeries
5 2 (4.17%) Management Information System
5 2 (4.17%) Streaming Video
6 1 (2.08%) Data Structures
Operating Systems
1 9 (18.75%) Windows
Processes & Methodologies
1 14 (29.17%) ETL
2 13 (27.08%) Agile Software Development
3 11 (22.92%) Business Analysis
4 10 (20.83%) Performance Tuning
4 10 (20.83%) User Acceptance Testing
5 9 (18.75%) Complex ETL
5 9 (18.75%) Configuration Management
5 9 (18.75%) Data Analysis
5 9 (18.75%) UML
6 8 (16.67%) Business Intelligence
7 7 (14.58%) Data Privacy
7 7 (14.58%) Data Security
7 7 (14.58%) Migration
7 7 (14.58%) Use Case
8 5 (10.42%) Statistical Analysis
8 5 (10.42%) User Stories
8 5 (10.42%) Validation
9 4 (8.33%) Stakeholder Management
9 4 (8.33%) Translating Business Requirements
9 4 (8.33%) Waterfall
Programming Languages
1 25 (52.08%) SQL
2 11 (22.92%) C
3 6 (12.50%) PL/SQL
3 6 (12.50%) T-SQL
4 5 (10.42%) R
5 2 (4.17%) Java
Qualifications
1 11 (22.92%) ISEB
2 5 (10.42%) Degree
3 2 (4.17%) HND
4 1 (2.08%) ITIL Certification
4 1 (2.08%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 4 (8.33%) QA
2 2 (4.17%) SLA
Vendors
1 9 (18.75%) Microsoft
2 7 (14.58%) Oracle
3 2 (4.17%) IBM
3 2 (4.17%) Talend
4 1 (2.08%) Lotus
4 1 (2.08%) MicroStrategy
4 1 (2.08%) Netezza
4 1 (2.08%) ServiceNow
4 1 (2.08%) Tableau
4 1 (2.08%) Teradata