The following table provides summary statistics for permanent job vacancies advertised in South Wales with a requirement for Dimensional Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Dimensional Modelling over the 3 months to 28 April 2017 with a comparison to the same period in the previous 2 years.

Dimensional Modelling
Wales / South Wales
3 months to
28 Apr 2017
Same period 2016 Same period 2015
Rank 85 91 96
Rank change year-on-year +6 +5  
Permanent jobs citing Dimensional Modelling 1 2 3
As % of all permanent IT jobs advertised in South Wales 0.12% 0.17% 0.25%
As % of the Processes & Methodologies category 0.13% 0.20% 0.30%
Number of salaries quoted 1 2 3
Median salary £45,000 £29,000 £65,000
Median salary % change year-on-year +55.17% -55.38%  
UK excluding London median salary £42,500 £47,500 £45,000
% change year-on-year -10.52% +5.55%  

Dimensional Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in South Wales with a requirement for process and methodology skills.

Process & Methodology Skills
South Wales
Permanent job vacancies with a requirement for process and methodology skills 743 996 1003
As % of all permanent IT job vacancies advertised in South Wales 87.00% 83.63% 84.00%
Number of salaries quoted 632 852 868
Median salary £40,000 £40,000 £38,000
Median salary % change year-on-year - +5.26%  
90% offered a salary of more than £27,500 £27,000 £26,500
10% offered a salary of more than £55,000 £55,000 £55,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Dimensional Modelling
Job Vacancy Trend in South Wales

The job posting trend of jobs advertised in South Wales citing Dimensional Modelling as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Dimensional Modelling in South Wales

Dimensional Modelling
Salary Trend in South Wales

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

Salary trend for Dimensional Modelling in South Wales

Dimensional 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 Dimensional Modelling within the South Wales region over the 3 months to 28 April 2017. 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 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
Cardiff +2 1 £45,000 +55.17%
Dimensional Modelling
Wales

For the 6 months to 28 April 2017, IT jobs citing Dimensional 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 Dimensional Modelling.

1 1 (100.00%) C
1 1 (100.00%) Oracle
1 1 (100.00%) SQL Server
1 1 (100.00%) XML
1 1 (100.00%) Oracle Reports
1 1 (100.00%) Data Warehouse
1 1 (100.00%) Data Modelling
1 1 (100.00%) ETL
1 1 (100.00%) SAS
1 1 (100.00%) Business Intelligence
1 1 (100.00%) BusinessObjects
1 1 (100.00%) Informatica
1 1 (100.00%) MicroStrategy
1 1 (100.00%) ERwin
1 1 (100.00%) Quality Management
1 1 (100.00%) Finance
1 1 (100.00%) Ab Initio
1 1 (100.00%) Teradata
1 1 (100.00%) Data Management
1 1 (100.00%) SQL Server Reporting Services
1 1 (100.00%) Netezza
1 1 (100.00%) SQL Server Integration Services
1 1 (100.00%) QlikView
1 1 (100.00%) Data Architecture
1 1 (100.00%) Hadoop
1 1 (100.00%) Tableau
1 1 (100.00%) Data Quality
1 1 (100.00%) Analytics
1 1 (100.00%) Enterprise Data Warehouse
1 1 (100.00%) Translating Business Requirements

Dimensional Modelling
Co-occurring 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 1 (100.00%) SAS
Database & Business Intelligence
1 1 (100.00%) BusinessObjects
1 1 (100.00%) Data Warehouse
1 1 (100.00%) Enterprise Data Warehouse
1 1 (100.00%) Hadoop
1 1 (100.00%) Oracle Reports
1 1 (100.00%) QlikView
1 1 (100.00%) SQL Server
1 1 (100.00%) SQL Server Integration Services
1 1 (100.00%) SQL Server Reporting Services
Development Applications
1 1 (100.00%) ERwin
General
1 1 (100.00%) Finance
Job Titles
1 1 (100.00%) Architect
1 1 (100.00%) Data Architect
Libraries, Frameworks & Software Standards
1 1 (100.00%) XML
Processes & Methodologies
1 1 (100.00%) Analytics
1 1 (100.00%) Business Intelligence
1 1 (100.00%) Data Architecture
1 1 (100.00%) Data Management
1 1 (100.00%) Data Modelling
1 1 (100.00%) ETL
1 1 (100.00%) Quality Management
1 1 (100.00%) Translating Business Requirements
Programming Languages
1 1 (100.00%) C
Quality Assurance & Compliance
1 1 (100.00%) Data Quality
Vendors
1 1 (100.00%) Ab Initio
1 1 (100.00%) Informatica
1 1 (100.00%) MicroStrategy
1 1 (100.00%) Netezza
1 1 (100.00%) Oracle
1 1 (100.00%) Tableau
1 1 (100.00%) Teradata