The table below looks at the statistics for Dimensional Modelling skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited Dimensional Modelling over the 3 months to 6 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
6 May 2016
Same period 2015 Same period 2014
Dimensional Modeling
Rank 155 148 178
Rank change year-on-year
-7 +30
Permanent jobs citing Dimensional Modelling 5 11 9
As % of all permanent IT jobs located in Scotland 0.17% 0.35% 0.22%
As % of the Processes & Methodologies category 0.19% 0.40% 0.26%
Number of salaries quoted 5 11 4
Median salary £52,500 £39,000 £50,000
Median salary % change year-on-year
+34.61% -22.00%
UK excluding London median salary £46,250 £45,000 £45,000
% change year-on-year
+2.77% -
Dimensional Modelling
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Scotland region.

Processes & Methodologies Category
Scotland
Permanent IT job ads with a match in the
Processes & Methodologies category
2565 2752 3399
As % of all permanent IT jobs located in Scotland 89.65% 87.92% 84.76%
Number of salaries quoted 1570 1728 2248
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £31,500 £32,500 £30,000
10% offered a salary of more than £65,000 £58,000 £60,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Dimensional Modelling
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland region citing Dimensional Modelling as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Dimensional Modelling Jobs Demand Trend 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 across the Scotland region.

Dimensional Modelling Salary Trend 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 6 May 2016. 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
(Click see detailed
statistics and trends)
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
Edinburgh +7 5 £52,500 +16.66%
Glasgow -10 5 £52,500 +45.83%
Dimensional Modelling
UK

Dimensional Modelling
Top 30 Related IT Skills in Scotland

For the 6 months to 6 May 2016, 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 30 (85.71%) Oracle
1 30 (85.71%) Data Warehouse
1 30 (85.71%) Business Intelligence
2 26 (74.29%) Data Analysis
3 25 (71.43%) Data Modelling
4 24 (68.57%) SQL
5 22 (62.86%) Banking
6 20 (57.14%) Stakeholder Management
6 20 (57.14%) Finance
6 20 (57.14%) ETL
6 20 (57.14%) Oracle Database 10g
6 20 (57.14%) BusinessObjects
6 20 (57.14%) Informatica
6 20 (57.14%) PowerCenter
6 20 (57.14%) Oracle Database 11g
6 20 (57.14%) Oracle ODI
6 20 (57.14%) Oracle Database
6 20 (57.14%) ETL Development
7 16 (45.71%) Tableau
7 16 (45.71%) DataStage
7 16 (45.71%) Cognos
7 16 (45.71%) Teradata
7 16 (45.71%) BODI
8 12 (34.29%) Asset Management
9 10 (28.57%) Star Schema
9 10 (28.57%) Translating Business Requirements
9 10 (28.57%) Data Transformation
10 9 (25.71%) Analytical Skills
11 8 (22.86%) PL/SQL
11 8 (22.86%) Oracle BI EE

Dimensional Modelling
Top Related 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 4 (11.43%) SAS
Database & Business Intelligence
1 30 (85.71%) Data Warehouse
2 20 (57.14%) BusinessObjects
2 20 (57.14%) Oracle Database
2 20 (57.14%) Oracle Database 10g
2 20 (57.14%) Oracle Database 11g
2 20 (57.14%) Oracle ODI
2 20 (57.14%) PowerCenter
3 16 (45.71%) BODI
3 16 (45.71%) DataStage
4 10 (28.57%) Star Schema
5 8 (22.86%) Oracle BI EE
6 4 (11.43%) BusinessObjects XI
General
1 22 (62.86%) Banking
2 20 (57.14%) Finance
3 5 (14.29%) Spanish Language
Job Titles
1 26 (74.29%) Business Intelligence Consultant
1 26 (74.29%) Consultant
2 22 (62.86%) Business Consultant
3 10 (28.57%) Oracle BI Consultant
3 10 (28.57%) Oracle Consultant
4 9 (25.71%) Analyst
5 5 (14.29%) Data Analyst
5 5 (14.29%) Data Modeller
5 5 (14.29%) ETL Consultant
6 4 (11.43%) Business Intelligence Analyst
Miscellaneous
1 9 (25.71%) Analytical Skills
Processes & Methodologies
1 30 (85.71%) Business Intelligence
2 26 (74.29%) Data Analysis
3 25 (71.43%) Data Modelling
4 20 (57.14%) ETL
4 20 (57.14%) ETL Development
4 20 (57.14%) Stakeholder Management
5 12 (34.29%) Asset Management
6 10 (28.57%) Data Transformation
6 10 (28.57%) Translating Business Requirements
7 5 (14.29%) Data Governance
7 5 (14.29%) Data Management
7 5 (14.29%) Data Migration
7 5 (14.29%) Master Data Management
7 5 (14.29%) Metadata Management
7 5 (14.29%) Migration
7 5 (14.29%) Project Management
7 5 (14.29%) Risk Management
7 5 (14.29%) UML
8 4 (11.43%) Business Analysis
Programming Languages
1 24 (68.57%) SQL
2 8 (22.86%) PL/SQL
Quality Assurance & Compliance
1 5 (14.29%) Data Quality
Vendors
1 30 (85.71%) Oracle
2 20 (57.14%) Informatica
3 16 (45.71%) Cognos
3 16 (45.71%) Tableau
3 16 (45.71%) Teradata