The following table provides summary statistics for permanent job vacancies advertised in 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 23 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Dimensional Modelling
UK / Wales
Rank 97 100 96
Rank change year-on-year +3 -4  
Permanent jobs citing Dimensional Modelling 2 3 6
As % of all permanent IT jobs advertised in Wales 0.18% 0.21% 0.45%
As % of the Processes & Methodologies category 0.21% 0.27% 0.54%
Number of salaries quoted 2 3 5
Median salary £46,250 £29,000 £50,000
Median salary % change year-on-year +59.48% -42.00%  
90% offered a salary of more than £45,250 £29,000 £38,400
10% offered a salary of more than £47,250 £29,000 £65,000
UK excluding London median salary £45,000 £45,000 £45,000

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 Wales with a requirement for process and methodology skills.

Process & Methodology Skills
Wales
Permanent job vacancies with a requirement for process and methodology skills 938 1132 1120
As % of all permanent IT job vacancies advertised in Wales 86.37% 81.03% 84.91%
Number of salaries quoted 763 949 955
Median salary £40,000 £37,500 £37,500
Median salary % change year-on-year +6.66% -  
90% offered a salary of more than £27,500 £27,000 £25,500
10% offered a salary of more than £52,500 £55,000 £52,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Dimensional Modelling
Job Vacancy Trend in Wales

The job posting trend of jobs advertised in 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 Wales

Dimensional Modelling
Salary Trend in Wales

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

Salary trend for Dimensional Modelling in Wales

Dimensional 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 Dimensional Modelling within the Wales region over the 3 months to 23 March 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
South Wales +10 1 £45,000 +55.17%
West Wales - 1 £47,500 -
Dimensional Modelling
UK

Dimensional Modelling
Top 30 Related IT Skills in Wales

For the 6 months to 23 March 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 Wales region with a requirement for Dimensional Modelling.

1 3 (100.00%) SQL Server
1 3 (100.00%) Business Intelligence
1 3 (100.00%) SQL Server Reporting Services
1 3 (100.00%) SQL Server Integration Services
2 2 (66.67%) SQL Server 2012
2 2 (66.67%) Kimball Methodology
2 2 (66.67%) ETL
2 2 (66.67%) Finance
2 2 (66.67%) SQL Server Analysis Services
2 2 (66.67%) SQL
2 2 (66.67%) T-SQL
2 2 (66.67%) Data Warehouse
3 1 (33.33%) Data Modelling
3 1 (33.33%) Oracle
3 1 (33.33%) VSS/SourceSafe
3 1 (33.33%) XML
3 1 (33.33%) Oracle Reports
3 1 (33.33%) Cognos
3 1 (33.33%) SharePoint
3 1 (33.33%) SLA
3 1 (33.33%) Microsoft
3 1 (33.33%) BusinessObjects
3 1 (33.33%) Microsoft Certification
3 1 (33.33%) Informatica
3 1 (33.33%) MicroStrategy
3 1 (33.33%) ERwin
3 1 (33.33%) Quality Management
3 1 (33.33%) Data Architecture
3 1 (33.33%) SQL Server 2008
3 1 (33.33%) PerformancePoint

Dimensional 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 1 (33.33%) SAS
1 1 (33.33%) SharePoint
Database & Business Intelligence
1 3 (100.00%) SQL Server
1 3 (100.00%) SQL Server Integration Services
1 3 (100.00%) SQL Server Reporting Services
2 2 (66.67%) Data Warehouse
2 2 (66.67%) SQL Server 2012
2 2 (66.67%) SQL Server Analysis Services
3 1 (33.33%) BusinessObjects
3 1 (33.33%) Enterprise Data Warehouse
3 1 (33.33%) Hadoop
3 1 (33.33%) Microsoft Analysis Services
3 1 (33.33%) Oracle Reports
3 1 (33.33%) PerformancePoint
3 1 (33.33%) Power BI
3 1 (33.33%) QlikView
3 1 (33.33%) SQL Server 2005
3 1 (33.33%) SQL Server 2008
3 1 (33.33%) SQL Server 2016
Development Applications
1 1 (33.33%) ERwin
1 1 (33.33%) Team Foundation Server
1 1 (33.33%) VSS/SourceSafe
General
1 2 (66.67%) Finance
2 1 (33.33%) Advertising
Job Titles
1 1 (33.33%) Architect
1 1 (33.33%) Business Intelligence Lead
1 1 (33.33%) Data Architect
1 1 (33.33%) Team Leader
Libraries, Frameworks & Software Standards
1 1 (33.33%) XML
Processes & Methodologies
1 3 (100.00%) Business Intelligence
2 2 (66.67%) ETL
2 2 (66.67%) Kimball Methodology
3 1 (33.33%) Analytics
3 1 (33.33%) Data Architecture
3 1 (33.33%) Data Management
3 1 (33.33%) Data Modelling
3 1 (33.33%) Quality Management
3 1 (33.33%) Translating Business Requirements
Programming Languages
1 2 (66.67%) SQL
1 2 (66.67%) T-SQL
2 1 (33.33%) C
2 1 (33.33%) Data Analysis Expressions (DAX)
Qualifications
1 1 (33.33%) Microsoft Certification
Quality Assurance & Compliance
1 1 (33.33%) Data Quality
1 1 (33.33%) SLA
Vendors
1 1 (33.33%) Ab Initio
1 1 (33.33%) Cognos
1 1 (33.33%) Informatica
1 1 (33.33%) Microsoft
1 1 (33.33%) MicroStrategy
1 1 (33.33%) Netezza
1 1 (33.33%) Oracle
1 1 (33.33%) Tableau
1 1 (33.33%) Teradata