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

Dimensional Modelling
UK / Scotland
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 133 140 147
Rank change year-on-year +7 +7  
Permanent jobs citing Dimensional Modelling 3 21 14
As % of all permanent IT jobs advertised in Scotland 0.13% 0.72% 0.45%
As % of the Processes & Methodologies category 0.14% 0.79% 0.51%
Number of salaries quoted 1 17 14
Median salary £40,000 £52,500 £41,250
Median salary % change year-on-year -23.80% +27.27%  
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 Scotland with a requirement for process and methodology skills.

Process & Methodology Skills
Scotland
Permanent job vacancies with a requirement for process and methodology skills 2122 2654 2770
As % of all permanent IT job vacancies advertised in Scotland 91.35% 90.49% 89.04%
Number of salaries quoted 1322 1714 1688
Median salary £45,000 £46,000 £44,000
Median salary % change year-on-year -2.17% +4.54%  
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £70,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Dimensional Modelling
Job Vacancy Trend in Scotland

The job posting trend of jobs advertised in Scotland 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 Scotland

Dimensional Modelling
Salary Trend in Scotland

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

Salary trend for Dimensional Modelling in Scotland

Dimensional Modelling
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Dimensional Modelling within the Scotland region over the 3 months to 28 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
Glasgow +9 3 £40,000 -27.27%
Dimensional Modelling
UK

Dimensional Modelling
Top 28 Co-occurring IT Skills in Scotland

For the 6 months to 28 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 Scotland region with a requirement for Dimensional Modelling.

1 4 (100.00%) Data Warehouse
1 4 (100.00%) Data Modelling
2 3 (75.00%) SAS
2 3 (75.00%) Business Intelligence
2 3 (75.00%) SQL
2 3 (75.00%) Data Management
2 3 (75.00%) Data Analysis
2 3 (75.00%) Master Data Management
3 2 (50.00%) Metadata Management
3 2 (50.00%) Waterfall
3 2 (50.00%) Data Quality
3 2 (50.00%) Logical Data Model
3 2 (50.00%) Software Delivery
3 2 (50.00%) Agile Software Development
3 2 (50.00%) Banking
3 2 (50.00%) Finance
3 2 (50.00%) BusinessObjects
3 2 (50.00%) MicroStrategy
3 2 (50.00%) Cognos
4 1 (25.00%) VBA
4 1 (25.00%) Unix
4 1 (25.00%) Windows
4 1 (25.00%) Stakeholder Management
4 1 (25.00%) Base SAS
4 1 (25.00%) SAS Enterprise Guide
4 1 (25.00%) Spreadsheet
4 1 (25.00%) SDLC
4 1 (25.00%) SAS Data Integration Studio

Dimensional Modelling
Co-occurring IT Skills in Scotland 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 3 (75.00%) SAS
Applications
1 1 (25.00%) Spreadsheet
Database & Business Intelligence
1 4 (100.00%) Data Warehouse
2 2 (50.00%) BusinessObjects
3 1 (25.00%) Base SAS
3 1 (25.00%) SAS Data Integration Studio
3 1 (25.00%) SAS Enterprise Guide
General
1 2 (50.00%) Banking
1 2 (50.00%) Finance
Job Titles
1 3 (75.00%) Analyst
1 3 (75.00%) Senior Analyst
2 2 (50.00%) Business Analyst
2 2 (50.00%) Data Business Analyst
2 2 (50.00%) Senior Business Analyst
3 1 (25.00%) Data Analyst
3 1 (25.00%) Project Leader
3 1 (25.00%) Senior Data Analyst
3 1 (25.00%) Senior Technical Analyst
3 1 (25.00%) Senior Technical Business Analyst
3 1 (25.00%) Technical Analyst
3 1 (25.00%) Technical Business Analyst
Operating Systems
1 1 (25.00%) Unix
1 1 (25.00%) Windows
Processes & Methodologies
1 4 (100.00%) Data Modelling
2 3 (75.00%) Business Intelligence
2 3 (75.00%) Data Analysis
2 3 (75.00%) Data Management
2 3 (75.00%) Master Data Management
3 2 (50.00%) Agile Software Development
3 2 (50.00%) Logical Data Model
3 2 (50.00%) Metadata Management
3 2 (50.00%) Software Delivery
3 2 (50.00%) Waterfall
4 1 (25.00%) SDLC
4 1 (25.00%) Stakeholder Management
Programming Languages
1 3 (75.00%) SQL
2 1 (25.00%) VBA
Quality Assurance & Compliance
1 2 (50.00%) Data Quality
Vendors
1 2 (50.00%) Cognos
1 2 (50.00%) MicroStrategy