Period
to 24 January 2018

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 6 months to 24 January 2018 with a comparison to the same period in the previous 2 years.

Dimensional Modelling
Wales > South Wales
6 months to
24 Jan 2018
Same period 2017 Same period 2016
Rank 99 129 138
Rank change year-on-year +30 +9 -1
Permanent jobs citing Dimensional Modelling 7 1 5
As % of all permanent IT jobs advertised in South Wales 0.51% 0.051% 0.22%
As % of the Processes & Methodologies category 0.58% 0.057% 0.26%
Number of salaries quoted 5 1 5
South Wales median annual salary £60,000 £45,000 £30,000
Median salary % change year-on-year +33.33% +50.00% -17.81%
Wales median annual salary £60,000 £45,000 £30,000
% change year-on-year +33.33% +50.00% -17.81%

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 South Wales with a requirement for process or methodology skills.

All Process and Methodology Skills
South Wales
Permanent vacancies with a requirement for process or methodology skills 1,211 1,755 1,934
As % of all permanent IT jobs advertised in South Wales 88.78% 90.14% 83.76%
Number of salaries quoted 1,064 1,571 1,688
South Wales median annual salary £38,500 £37,500 £37,250
Median salary % change year-on-year +2.67% +0.67% +6.43%
10th Percentile £24,000 £23,000 £22,500
90th Percentile £56,250 £56,250 £55,000
Wales median annual salary £40,000 £37,500 £36,500
% change year-on-year +6.67% +2.74% +2.46%

Dimensional Modelling
Job Vacancy Trend in South Wales

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

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
Salary Histogram in South Wales

The salary distribution of IT jobs citing Dimensional Modelling in South Wales over the 6 months to 24 January 2018.

Salary histogram 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 6 months to 24 January 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
Newport 0 4 £60,000 +33.33%
Cardiff - 3 £31,500 -
Dimensional Modelling
Wales

For the 6 months to 24 January 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 South Wales region with a requirement for Dimensional Modelling.

1 7 (100.00%) SQL Server
1 7 (100.00%) ETL
1 7 (100.00%) Business Intelligence
1 7 (100.00%) SQL Server Reporting Services
1 7 (100.00%) SQL Server Integration Services
2 6 (85.71%) Team Foundation Server
2 6 (85.71%) SQL
2 6 (85.71%) Microsoft
3 4 (57.14%) OLAP
3 4 (57.14%) Visual Studio
3 4 (57.14%) Data Warehouse
3 4 (57.14%) Microsoft Azure
3 4 (57.14%) Big Data
3 4 (57.14%) SQL Server 2012
3 4 (57.14%) Microsoft Analysis Services
3 4 (57.14%) Data Transformation
3 4 (57.14%) Coaching
3 4 (57.14%) Database Optimisation
3 4 (57.14%) Data Ingestion
3 4 (57.14%) Data Lake
3 4 (57.14%) SQL Server Analysis Services
4 3 (42.86%) Analytical Skills
4 3 (42.86%) Technical Architecture
4 3 (42.86%) Degree
4 3 (42.86%) Kimball Methodology
4 3 (42.86%) Analytics
4 3 (42.86%) Security Architecture
4 3 (42.86%) Data Modelling
4 3 (42.86%) Data Mining
4 3 (42.86%) T-SQL

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:

Cloud Services
1 4 (57.14%) Microsoft Azure
Database & Business Intelligence
1 7 (100.00%) SQL Server
1 7 (100.00%) SQL Server Integration Services
1 7 (100.00%) SQL Server Reporting Services
2 4 (57.14%) Big Data
2 4 (57.14%) Data Lake
2 4 (57.14%) Data Warehouse
2 4 (57.14%) Microsoft Analysis Services
2 4 (57.14%) OLAP
2 4 (57.14%) SQL Server 2012
2 4 (57.14%) SQL Server Analysis Services
3 3 (42.86%) Data Mining
4 2 (28.57%) BusinessObjects
4 2 (28.57%) WhereScape RED
Development Applications
1 6 (85.71%) Team Foundation Server
2 4 (57.14%) Visual Studio
General
1 3 (42.86%) Finance
2 2 (28.57%) Law
Job Titles
1 3 (42.86%) Big Data Engineer
1 3 (42.86%) Business Intelligence Developer
1 3 (42.86%) Cloud Engineer
1 3 (42.86%) Data Engineer
1 3 (42.86%) Developer
1 3 (42.86%) Senior Cloud Engineer
1 3 (42.86%) Senior Data Engineer
2 1 (14.29%) Business Developer
2 1 (14.29%) Developer/Software Engineer
2 1 (14.29%) Programmer
2 1 (14.29%) Software Engineer
2 1 (14.29%) Software Programmer
2 1 (14.29%) SQL BI Developer
2 1 (14.29%) SQL Developer
2 1 (14.29%) SQL Programmer
2 1 (14.29%) SSIS Developer
2 1 (14.29%) SSRS Developer
2 1 (14.29%) T-SQL Developer
2 1 (14.29%) T-SQL Programmer
Miscellaneous
1 3 (42.86%) Analytical Skills
Processes & Methodologies
1 7 (100.00%) Business Intelligence
1 7 (100.00%) ETL
2 4 (57.14%) Coaching
2 4 (57.14%) Data Ingestion
2 4 (57.14%) Data Transformation
2 4 (57.14%) Database Optimisation
3 3 (42.86%) Analytics
3 3 (42.86%) Data Modelling
3 3 (42.86%) Kimball Methodology
3 3 (42.86%) Security Architecture
3 3 (42.86%) Technical Architecture
4 2 (28.57%) Acceptance Criteria
4 2 (28.57%) Capacity Planning
4 2 (28.57%) Process Improvement
4 2 (28.57%) SDLC
4 2 (28.57%) Test Strategy
5 1 (14.29%) Software Engineering
Programming Languages
1 6 (85.71%) SQL
2 3 (42.86%) T-SQL
3 1 (14.29%) R
Qualifications
1 3 (42.86%) Degree
Quality Assurance & Compliance
1 2 (28.57%) QA
1 2 (28.57%) SLA
Systems Management
1 1 (14.29%) Systems Management Server (SMS)
Vendors
1 6 (85.71%) Microsoft