Period
to 19 December 2018

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 6 months to 19 December 2018 with a comparison to the same period in the previous 2 years.

Dimensional Modelling
UK > Wales
6 months to
19 Dec 2018
Same period 2017 Same period 2016
Rank 132 135 157
Rank change year-on-year +3 +22 -4
Permanent jobs citing Dimensional Modelling 5 8 1
As % of all permanent IT jobs advertised in Wales 0.25% 0.39% 0.039%
As % of the Processes & Methodologies category 0.28% 0.42% 0.043%
Number of salaries quoted 5 6 1
Wales median annual salary £42,500 £60,000 £45,000
Median salary % change year-on-year -29.17% +33.33% +50.00%
10th Percentile £41,250 £39,250 £42,500
90th Percentile £43,750 £61,250 £47,500
UK median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% -4.55%

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

All Process and Methodology Skills
Wales
Permanent vacancies with a requirement for process or methodology skills 1,755 1,886 2,351
As % of all permanent IT jobs advertised in Wales 88.32% 93.00% 90.74%
Number of salaries quoted 1,420 1,601 2,003
Wales median annual salary £40,000 £40,000 £37,500
Median salary % change year-on-year - +6.67% +4.17%
10th Percentile £25,750 £23,750 £22,500
90th Percentile £63,750 £56,250 £55,250
UK median annual salary £52,500 £50,000 £48,500
% change year-on-year +5.00% +3.09% +2.11%

Dimensional Modelling
Job Vacancy Trend in Wales

Job postings citing Dimensional Modelling as a percentage of all IT jobs advertised in Wales.

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 6 months to 19 December 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
South Wales -6 5 £42,500 -29.17%
Dimensional Modelling
UK

For the 6 months to 19 December 2018, IT jobs citing Dimensional Modelling also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Wales region with a requirement for Dimensional Modelling.

1 5 (100.00%) Data Warehouse
1 5 (100.00%) ETL
1 5 (100.00%) Business Intelligence
1 5 (100.00%) SQL
1 5 (100.00%) SQL Server
1 5 (100.00%) Data Security
1 5 (100.00%) SDLC
2 4 (80.00%) SQL Server 2016
2 4 (80.00%) Problem-Solving
2 4 (80.00%) Agile Software Development
2 4 (80.00%) SQL Server Reporting Services
2 4 (80.00%) SQL Server Integration Services
2 4 (80.00%) SQL Server Analysis Services
2 4 (80.00%) Visualisation
2 4 (80.00%) Microsoft Azure
2 4 (80.00%) Amazon AWS
2 4 (80.00%) Data Visualisation
2 4 (80.00%) Tableau
2 4 (80.00%) Analytical Skills
2 4 (80.00%) Finance
2 4 (80.00%) MCSA
2 4 (80.00%) CRM
2 4 (80.00%) T-SQL
2 4 (80.00%) Microsoft
2 4 (80.00%) Microsoft Certification
2 4 (80.00%) Salesforce.com

Dimensional Modelling
Co-occurring 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:

Cloud Services
1 4 (80.00%) Amazon AWS
1 4 (80.00%) Microsoft Azure
Database & Business Intelligence
1 5 (100.00%) Data Warehouse
1 5 (100.00%) SQL Server
2 4 (80.00%) SQL Server 2016
2 4 (80.00%) SQL Server Analysis Services
2 4 (80.00%) SQL Server Integration Services
2 4 (80.00%) SQL Server Reporting Services
General
1 4 (80.00%) Finance
Job Titles
1 2 (40.00%) Developer
2 1 (20.00%) Data Warehouse Developer
2 1 (20.00%) Database Developer
2 1 (20.00%) DBA
2 1 (20.00%) SQL Database Developer
2 1 (20.00%) SQL DBA
2 1 (20.00%) SQL Developer
Miscellaneous
1 4 (80.00%) Analytical Skills
Processes & Methodologies
1 5 (100.00%) Business Intelligence
1 5 (100.00%) Data Security
1 5 (100.00%) ETL
1 5 (100.00%) SDLC
2 4 (80.00%) Agile Software Development
2 4 (80.00%) CRM
2 4 (80.00%) Data Visualisation
2 4 (80.00%) Problem-Solving
2 4 (80.00%) Visualisation
Programming Languages
1 5 (100.00%) SQL
2 4 (80.00%) T-SQL
Qualifications
1 4 (80.00%) MCSA
1 4 (80.00%) Microsoft Certification
Vendors
1 4 (80.00%) Microsoft
1 4 (80.00%) Salesforce.com
1 4 (80.00%) Tableau