Period
to 19 November 2017

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 November 2017 with a comparison to the same period in the previous 2 years.

Dimensional Modelling
UK > Wales
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 131 156 159
Rank change year-on-year +25 +3 -11
Permanent jobs citing Dimensional Modelling 10 3 6
As % of all permanent IT jobs advertised in Wales 0.49% 0.11% 0.22%
As % of the Processes & Methodologies category 0.55% 0.13% 0.25%
Number of salaries quoted 8 2 5
Wales median annual salary £56,250 £47,500 £30,000
Median salary % change year-on-year +18.42% +58.33% +9.09%
10th Percentile £34,300 £43,000 £19,750
90th Percentile £60,750 £52,000 £32,500
UK median annual salary £60,000 £52,500 £55,000
% change year-on-year +14.29% -4.55% +7.84%

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 1823 2322 2357
As % of all permanent IT jobs advertised in Wales 90.02% 88.93% 85.58%
Number of salaries quoted 1569 1984 1981
Wales median annual salary £40,000 £37,500 £36,000
Median salary % change year-on-year +6.67% +4.17% +2.86%
10th Percentile £23,500 £22,500 £22,500
90th Percentile £56,700 £55,250 £55,000
UK median annual salary £50,000 £49,476 £47,500
% change year-on-year +1.06% +4.16% +5.56%

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
Salary Histogram in Wales

The salary distribution of IT jobs citing Dimensional Modelling in Wales over the 6 months to 19 November 2017.

Salary histogram 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 November 2017. 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 +41 7 £60,000 +33.33%
West Wales -13 3 £52,500 +5.00%
Dimensional Modelling
UK

For the 6 months to 19 November 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 10 (100.00%) SQL Server
1 10 (100.00%) ETL
1 10 (100.00%) Business Intelligence
1 10 (100.00%) SQL Server Reporting Services
1 10 (100.00%) SQL Server Integration Services
2 9 (90.00%) SQL
3 7 (70.00%) SQL Server Analysis Services
3 7 (70.00%) SQL Server 2012
4 6 (60.00%) Kimball Methodology
4 6 (60.00%) Microsoft Analysis Services
4 6 (60.00%) T-SQL
4 6 (60.00%) Microsoft
4 6 (60.00%) Degree
4 6 (60.00%) Team Foundation Server
5 5 (50.00%) SLA
6 4 (40.00%) OLAP
6 4 (40.00%) Visual Studio
6 4 (40.00%) Data Warehouse
6 4 (40.00%) Microsoft Azure
6 4 (40.00%) Big Data
6 4 (40.00%) Database Optimisation
6 4 (40.00%) Data Transformation
6 4 (40.00%) Coaching
6 4 (40.00%) Data Ingestion
6 4 (40.00%) Data Lake
7 3 (30.00%) Analytical Skills
7 3 (30.00%) Analytics
7 3 (30.00%) SQL Server 2008
7 3 (30.00%) Security Architecture
7 3 (30.00%) Technical Architecture

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 (40.00%) Microsoft Azure
Database & Business Intelligence
1 10 (100.00%) SQL Server
1 10 (100.00%) SQL Server Integration Services
1 10 (100.00%) SQL Server Reporting Services
2 7 (70.00%) SQL Server 2012
2 7 (70.00%) SQL Server Analysis Services
3 6 (60.00%) Microsoft Analysis Services
4 4 (40.00%) Big Data
4 4 (40.00%) Data Lake
4 4 (40.00%) Data Warehouse
4 4 (40.00%) OLAP
5 3 (30.00%) Data Mining
5 3 (30.00%) SQL Server 2005
5 3 (30.00%) SQL Server 2008
6 2 (20.00%) BusinessObjects
6 2 (20.00%) WhereScape RED
Development Applications
1 6 (60.00%) Team Foundation Server
2 4 (40.00%) Visual Studio
General
1 3 (30.00%) Finance
2 2 (20.00%) Law
Job Titles
1 5 (50.00%) Business Intelligence Developer
1 5 (50.00%) Developer
2 3 (30.00%) Big Data Engineer
2 3 (30.00%) Cloud Engineer
2 3 (30.00%) Data Engineer
2 3 (30.00%) Senior Cloud Engineer
2 3 (30.00%) Senior Data Engineer
3 2 (20.00%) Business Developer
4 1 (10.00%) Analyst
4 1 (10.00%) Business Intelligence Analyst
4 1 (10.00%) Developer/Software Engineer
4 1 (10.00%) Programmer
4 1 (10.00%) Software Programmer
4 1 (10.00%) SQL Analyst
4 1 (10.00%) SQL BI Developer
4 1 (10.00%) SQL Developer
4 1 (10.00%) SSRS Analyst
4 1 (10.00%) SSRS Developer
4 1 (10.00%) T-SQL Developer
4 1 (10.00%) T-SQL Programmer
Miscellaneous
1 3 (30.00%) Analytical Skills
Processes & Methodologies
1 10 (100.00%) Business Intelligence
1 10 (100.00%) ETL
2 6 (60.00%) Kimball Methodology
3 4 (40.00%) Coaching
3 4 (40.00%) Data Ingestion
3 4 (40.00%) Data Transformation
3 4 (40.00%) Database Optimisation
4 3 (30.00%) Analytics
4 3 (30.00%) Data Analysis
4 3 (30.00%) Data Modelling
4 3 (30.00%) Security Architecture
4 3 (30.00%) Technical Architecture
5 2 (20.00%) Acceptance Criteria
5 2 (20.00%) Capacity Planning
5 2 (20.00%) Process Improvement
5 2 (20.00%) SDLC
5 2 (20.00%) Test Strategy
6 1 (10.00%) Software Engineering
Programming Languages
1 9 (90.00%) SQL
2 6 (60.00%) T-SQL
3 1 (10.00%) R
Qualifications
1 6 (60.00%) Degree
Quality Assurance & Compliance
1 5 (50.00%) SLA
2 2 (20.00%) QA
Systems Management
1 1 (10.00%) Systems Management Server (SMS)
Vendors
1 6 (60.00%) Microsoft