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 average salaries offered in IT jobs that have cited Dimensional Modelling over the 3 months to 22 August 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
22 Aug 2014
Same period 2013 Same period 2012
Dimensional Modeling
Rank 168 131 150
Rank change year-on-year
-37 +19
Permanent jobs citing Dimensional Modelling 5 24 13
As % of all permanent IT jobs located in Scotland 0.13% 0.77% 0.41%
As % of the Processes & Methodologies category 0.17% 0.95% 0.54%
Number of salaries quoted 2 20 12
Average salary £38,750 £45,000 £60,000
Average salary % change year-on-year
-13.88% -25.00%
90% offered a salary of more than £31,750 £40,900 £40,000
10% offered a salary of more than £45,750 £50,000 £65,000
UK excluding London average salary £45,000 £42,500 £50,000
% change year-on-year
+5.88% -15.00%
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
3012 2530 2397
As % of all permanent IT jobs located in Scotland 80.51% 80.75% 75.69%
Number of salaries quoted 1965 1647 1613
Average salary £42,500 £42,000 £40,000
Average salary % change year-on-year
+1.19% +5.00%
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £60,000 £60,000 £56,500
UK excluding London average salary £42,500 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

Dimensional Modelling
Jobs Demand Trend in Scotland

This chart provides a 3-month moving total of permanent IT jobs citing Dimensional Modelling across the Scotland region as a proportion of the total demand within 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
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Dimensional Modelling across the Scotland region over the 3 months to 22 August 2014.

Dimensional Modelling Salary Histogram in Scotland

Dimensional Modelling
Job Locations in Scotland

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Dimensional Modelling within the Scotland region over the 3 months to 22 August 2014. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh -19 3 £38,750 -18.42%
Glasgow -22 1 - -
West Lothian - 1 - -
Dimensional Modelling
UK

Dimensional Modelling
Top 30 Related IT Skills in Scotland

For the 6 months to 22 August 2014, IT jobs across the Scotland region citing Dimensional Modelling also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Dimensional Modelling.

1 10 (100.00%) SQL
2 8 (80.00%) Data Warehouse
3 7 (70.00%) ETL
4 5 (50.00%) Business Intelligence
5 4 (40.00%) Microsoft
5 4 (40.00%) C#
5 4 (40.00%) .NET
5 4 (40.00%) Oracle
5 4 (40.00%) OLAP
5 4 (40.00%) Finance
6 3 (30.00%) MVC
6 3 (30.00%) Degree
6 3 (30.00%) ASP.NET
6 3 (30.00%) CSS
6 3 (30.00%) XSLT
6 3 (30.00%) VB.NET
6 3 (30.00%) SQL Server
6 3 (30.00%) MS Excel
6 3 (30.00%) SharePoint
6 3 (30.00%) jQuery
6 3 (30.00%) Relational Database
7 2 (20.00%) Oracle Database
7 2 (20.00%) Performance Tuning
7 2 (20.00%) Oracle Database 11g
7 2 (20.00%) Oracle BI EE
7 2 (20.00%) Analytics
7 2 (20.00%) Oracle Discoverer
7 2 (20.00%) PL/SQL
7 2 (20.00%) VB
7 2 (20.00%) Oracle Reports

Dimensional Modelling
Top Related IT Skills in Scotland by Category

For the 6 months to 22 August 2014, IT jobs across the Scotland region citing Dimensional Modelling also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Dimensional Modelling. Up to 20 skills are shown per category.

Application Platforms
1 3 (30.00%) SharePoint
2 1 (10.00%) SAS
Applications
1 3 (30.00%) MS Excel
Communications & Networking
1 1 (10.00%) FTP
1 1 (10.00%) ASN.1
Database & Business Intelligence
1 8 (80.00%) Data Warehouse
2 4 (40.00%) OLAP
3 3 (30.00%) SQL Server
3 3 (30.00%) Relational Database
4 2 (20.00%) Oracle Database
4 2 (20.00%) Oracle Database 11g
4 2 (20.00%) Oracle BI EE
4 2 (20.00%) Oracle Discoverer
4 2 (20.00%) Oracle Reports
4 2 (20.00%) SQL Server Reporting Services
5 1 (10.00%) Hadoop
5 1 (10.00%) SAP Data Services
5 1 (10.00%) Big Data
5 1 (10.00%) Data Mart
5 1 (10.00%) Oracle OLAP
5 1 (10.00%) RDBMS
5 1 (10.00%) Snowflake Schema
5 1 (10.00%) Star Schema
5 1 (10.00%) Oracle ODI
5 1 (10.00%) Cognos Report Studio
Development Applications
1 1 (10.00%) Oracle APEX
1 1 (10.00%) Visual Studio
General
1 4 (40.00%) Finance
2 2 (20.00%) Banking
3 1 (10.00%) Telecoms
Job Titles
1 7 (70.00%) Developer
2 2 (20.00%) Analyst
2 2 (20.00%) Business Intelligence Developer
2 2 (20.00%) .NET Developer
3 1 (10.00%) C# Developer
3 1 (10.00%) Business Intelligence Analyst
3 1 (10.00%) Data Analyst
3 1 (10.00%) Oracle Developer
3 1 (10.00%) C# .NET Developer
3 1 (10.00%) Oracle BI Developer
3 1 (10.00%) OBIEE Developer
3 1 (10.00%) Microsoft Specialist
3 1 (10.00%) Microsoft Developer
3 1 (10.00%) Test Analyst
3 1 (10.00%) Business Developer
3 1 (10.00%) Consultant
3 1 (10.00%) Senior Developer
3 1 (10.00%) Software Developer
Libraries, Frameworks & Software Standards
1 4 (40.00%) .NET
2 3 (30.00%) ASP.NET
2 3 (30.00%) CSS
2 3 (30.00%) XSLT
2 3 (30.00%) jQuery
3 2 (20.00%) XML
Miscellaneous
1 2 (20.00%) Data Integration
2 1 (10.00%) Computer Science
2 1 (10.00%) Enterprise Software
2 1 (10.00%) Data Extraction
Operating Systems
1 2 (20.00%) UNIX
Processes & Methodologies
1 7 (70.00%) ETL
2 5 (50.00%) Business Intelligence
3 3 (30.00%) MVC
4 2 (20.00%) Performance Tuning
4 2 (20.00%) Analytics
4 2 (20.00%) Asset Management
4 2 (20.00%) Data Management
5 1 (10.00%) Data Analysis
5 1 (10.00%) Software Engineering
5 1 (10.00%) TDD
5 1 (10.00%) Data Architecture
5 1 (10.00%) Parallel Processing
5 1 (10.00%) Big Data Analytics
5 1 (10.00%) Data Analytics
5 1 (10.00%) Business Analysis
5 1 (10.00%) Requirements Management
5 1 (10.00%) Enterprise Data Management
5 1 (10.00%) OO
5 1 (10.00%) Change Management
5 1 (10.00%) Data Modelling
Programming Languages
1 10 (100.00%) SQL
2 4 (40.00%) C#
3 3 (30.00%) VB.NET
4 2 (20.00%) PL/SQL
4 2 (20.00%) VB
5 1 (10.00%) Java
5 1 (10.00%) T-SQL
5 1 (10.00%) Shell Script
Qualifications
1 3 (30.00%) Degree
2 1 (10.00%) ISTQB
2 1 (10.00%) ISEB
Vendors
1 4 (40.00%) Microsoft
1 4 (40.00%) Oracle
2 1 (10.00%) SAP
2 1 (10.00%) Informatica
2 1 (10.00%) IBM
2 1 (10.00%) Cognos