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 29 December 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
29 Dec 2014
Same period 2013 Same period 2012
Dimensional Modeling
Rank 155 148 152
Rank change year-on-year
-7 +4
Permanent jobs citing Dimensional Modelling 4 17 3
As % of all permanent IT jobs located in Scotland 0.13% 0.52% 0.098%
As % of the Processes & Methodologies category 0.16% 0.64% 0.12%
Number of salaries quoted 2 13 1
Average salary £46,250 £50,000 £60,000
Average salary % change year-on-year
-7.50% -16.66%
UK excluding London average salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
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
2580 2650 2442
As % of all permanent IT jobs located in Scotland 84.92% 81.01% 79.99%
Number of salaries quoted 1706 1673 1694
Average salary £42,500 £42,500 £40,000
Average salary % change year-on-year
- +6.25%
90% offered a salary of more than £31,200 £30,000 £28,000
10% offered a salary of more than £61,500 £60,000 £62,500
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

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
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 29 December 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 -12 4 £46,250 -7.50% 3
Dimensional Modelling
UK

Dimensional Modelling
Top 30 Related IT Skills in Scotland

For the 6 months to 29 December 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 5 (83.33%) Business Intelligence
2 4 (66.67%) Oracle
3 3 (50.00%) Data Warehouse
3 3 (50.00%) Data Modelling
3 3 (50.00%) SQL
4 2 (33.33%) Finance
4 2 (33.33%) Microsoft
4 2 (33.33%) PowerDesigner
4 2 (33.33%) SAP
4 2 (33.33%) ETL
4 2 (33.33%) ERP
4 2 (33.33%) SQL Server
4 2 (33.33%) Data Analysis
4 2 (33.33%) Data Architecture
4 2 (33.33%) Oracle Database
4 2 (33.33%) Relational Database
4 2 (33.33%) RDBMS
5 1 (16.67%) Star Schema
5 1 (16.67%) OLAP Cube
5 1 (16.67%) Logical Data Model
5 1 (16.67%) Physical Data Model
5 1 (16.67%) Hadoop
5 1 (16.67%) Parallel Processing
5 1 (16.67%) Data Quality
5 1 (16.67%) Big Data
5 1 (16.67%) Big Data Analytics
5 1 (16.67%) Data Analytics
5 1 (16.67%) Kimball Methodology
5 1 (16.67%) Analytics
5 1 (16.67%) Inmon Methodology

Dimensional Modelling
Top Related IT Skills in Scotland by Category

For the 6 months to 29 December 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.

Communications & Networking
1 1 (16.67%) FTP
1 1 (16.67%) ASN.1
Database & Business Intelligence
1 3 (50.00%) Data Warehouse
2 2 (33.33%) SQL Server
2 2 (33.33%) RDBMS
2 2 (33.33%) Oracle Database
2 2 (33.33%) Relational Database
3 1 (16.67%) OLAP Cube
3 1 (16.67%) Star Schema
3 1 (16.67%) PowerCenter
3 1 (16.67%) Data Mart
3 1 (16.67%) Oracle OLAP
3 1 (16.67%) Hadoop
3 1 (16.67%) Big Data
3 1 (16.67%) OLAP
3 1 (16.67%) Oracle Discoverer
Development Applications
1 2 (33.33%) PowerDesigner
2 1 (16.67%) ERwin
General
1 2 (33.33%) Finance
2 1 (16.67%) Banking
2 1 (16.67%) Telecoms
Job Titles
1 3 (50.00%) Analyst
2 2 (33.33%) Data Analyst
3 1 (16.67%) .NET Developer
3 1 (16.67%) C# Developer
3 1 (16.67%) Data Modeller
3 1 (16.67%) Data Migration Analyst
3 1 (16.67%) Business Intelligence Analyst
3 1 (16.67%) Informatica Consultant
3 1 (16.67%) C# .NET Developer
3 1 (16.67%) Test Analyst
3 1 (16.67%) Consultant
3 1 (16.67%) Data Architect
3 1 (16.67%) Architect
3 1 (16.67%) Developer
Libraries, Frameworks & Software Standards
1 1 (16.67%) .NET
1 1 (16.67%) XML
Miscellaneous
1 1 (16.67%) Computer Science
1 1 (16.67%) Data Integration
1 1 (16.67%) Enterprise Software
Operating Systems
1 1 (16.67%) UNIX
Processes & Methodologies
1 5 (83.33%) Business Intelligence
2 3 (50.00%) Data Modelling
3 2 (33.33%) ETL
3 2 (33.33%) ERP
3 2 (33.33%) Data Architecture
3 2 (33.33%) Data Analysis
4 1 (16.67%) Software Engineering
4 1 (16.67%) Requirements Management
4 1 (16.67%) Enterprise Data Management
4 1 (16.67%) Unit Testing
4 1 (16.67%) Multithreading
4 1 (16.67%) Data Migration
4 1 (16.67%) Parallel Processing
4 1 (16.67%) Big Data Analytics
4 1 (16.67%) Data Analytics
4 1 (16.67%) Kimball Methodology
4 1 (16.67%) Analytics
4 1 (16.67%) Inmon Methodology
4 1 (16.67%) Logical Data Model
4 1 (16.67%) Physical Data Model
Programming Languages
1 3 (50.00%) SQL
2 1 (16.67%) VBScript
2 1 (16.67%) C#
2 1 (16.67%) Java
Qualifications
1 1 (16.67%) ISEB
1 1 (16.67%) ISTQB
Quality Assurance & Compliance
1 1 (16.67%) Data Quality
Vendors
1 4 (66.67%) Oracle
2 2 (33.33%) SAP
2 2 (33.33%) Microsoft
3 1 (16.67%) Informatica
3 1 (16.67%) Teradata
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