The table below looks at the statistics for Dimensional Modelling skills in IT contracts advertised for the Scotland region. Included is a guide to the contractor rates offered in IT contracts that have cited Dimensional Modelling over the 3 months to 8 December 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
8 Dec 2016
Same period 2015 Same period 2014
Dimensional Modelling
Rank 116 132 107
Rank change year-on-year
+16 -25
Contract jobs citing Dimensional Modelling 5 2 20
As % of all contract IT jobs located in Scotland 0.25% 0.070% 0.71%
As % of the Processes & Methodologies category 0.31% 0.088% 0.91%
Number of daily rates quoted 2 1 15
Median daily rate £398 £425 £350
Median daily rate % change year-on-year
-6.47% +21.42%
90% offered a daily rate of more than £376 £425 £310
10% offered a daily rate of more than £420 £425 £395
UK excluding London median daily rate £400 £450 £438
% change year-on-year
-11.11% +2.85%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - £82.00
Dimensional Modelling
UK

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

Processes & Methodologies Category
Scotland
Contract IT job ads with a match in the
Processes & Methodologies category
1596 2271 2186
As % of all contract IT jobs located in Scotland 80.97% 79.21% 77.46%
Number of daily rates quoted 928 1209 1225
Median daily rate £375 £373 £380
Median daily rate % change year-on-year
+0.53% -1.84%
90% offered a daily rate of more than £275 £250 £270
10% offered a daily rate of more than £513 £500 £525
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 32 41 20
Median hourly rate £40.25 £40.00 £35.00
Median hourly rate % change year-on-year
+0.62% +14.28%
90% offered a hourly rate of more than £14.50 £12.35 £17.50
10% offered a hourly rate of more than £45.00 £47.00 £45.00
UK excluding London median hourly rate £31.00 £35.00 £25.00
% change year-on-year
-11.42% +40.00%

Dimensional Modelling
Jobs Demand Trend in Scotland

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

Dimensional Modelling Jobs Demand Trend in Scotland

Dimensional Modelling
Daily Rate Trend in Scotland

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Dimensional Modelling across the Scotland region.

Dimensional Modelling Daily Rate Trend in Scotland

Dimensional Modelling
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Dimensional Modelling within the Scotland region over the 3 months to 8 December 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +23 2 £370 -12.94%
Glasgow - 2 - -
Stirling - 1 £425 -
Dimensional Modelling
UK

Dimensional Modelling
Top 30 Related IT Skills in Scotland

For the 6 months to 8 December 2016, IT contractor 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 contract ads across the Scotland region with a requirement for Dimensional Modelling.

1 11 (78.57%) Data Warehouse
2 10 (71.43%) Data Modelling
2 10 (71.43%) ETL
2 10 (71.43%) Finance
3 9 (64.29%) Data Architecture
4 7 (50.00%) Teradata
5 6 (42.86%) Analytical Skills
6 5 (35.71%) Data Mapping
6 5 (35.71%) Business Intelligence
6 5 (35.71%) BusinessObjects
7 4 (28.57%) Informatica
7 4 (28.57%) SQL
7 4 (28.57%) Oracle
8 3 (21.43%) Agile Software Development
8 3 (21.43%) Enterprise Architecture
8 3 (21.43%) Enterprise Data Warehouse
9 2 (14.29%) Kimball Methodology
9 2 (14.29%) Analytics
9 2 (14.29%) Oracle Database
9 2 (14.29%) QlikView
9 2 (14.29%) BusinessObjects Web Intelligence
9 2 (14.29%) Data Integration
9 2 (14.29%) SAP Data Services
9 2 (14.29%) Tableau
9 2 (14.29%) PL/SQL
9 2 (14.29%) Six Sigma
9 2 (14.29%) Stakeholder Management
9 2 (14.29%) Retail
9 2 (14.29%) Data Management
9 2 (14.29%) SAP

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 1 (7.14%) SAS
Database & Business Intelligence
1 11 (78.57%) Data Warehouse
2 5 (35.71%) BusinessObjects
3 3 (21.43%) Enterprise Data Warehouse
4 2 (14.29%) BusinessObjects Web Intelligence
4 2 (14.29%) Oracle Database
4 2 (14.29%) QlikView
4 2 (14.29%) SAP Data Services
5 1 (7.14%) SQL Server
5 1 (7.14%) SQL Server 2014
5 1 (7.14%) SQL Server Integration Services
5 1 (7.14%) SQL Server Reporting Services
General
1 10 (71.43%) Finance
2 2 (14.29%) Retail
3 1 (7.14%) Banking
3 1 (7.14%) Law
Job Titles
1 8 (57.14%) Architect
1 8 (57.14%) Data Architect
2 5 (35.71%) Data Warehouse Architect
3 4 (28.57%) Solutions Architect
4 2 (14.29%) Designer
5 1 (7.14%) Business Analyst
5 1 (7.14%) Business Consultant
5 1 (7.14%) Business Intelligence Consultant
5 1 (7.14%) Business Intelligence Developer
5 1 (7.14%) Data Business Analyst
5 1 (7.14%) Data Consultant
5 1 (7.14%) Developer
5 1 (7.14%) SAP BI Consultant
5 1 (7.14%) SAP Business Consultant
5 1 (7.14%) SAP Consultant
5 1 (7.14%) SAP Data Consultant
5 1 (7.14%) Senior Analyst
5 1 (7.14%) Senior Business Analyst
5 1 (7.14%) SSIS Specialist
5 1 (7.14%) SSRS Specialist
Miscellaneous
1 6 (42.86%) Analytical Skills
2 2 (14.29%) Data Integration
Processes & Methodologies
1 10 (71.43%) Data Modelling
1 10 (71.43%) ETL
2 9 (64.29%) Data Architecture
3 5 (35.71%) Business Intelligence
3 5 (35.71%) Data Mapping
4 3 (21.43%) Agile Software Development
4 3 (21.43%) Enterprise Architecture
5 2 (14.29%) Analytics
5 2 (14.29%) Data Management
5 2 (14.29%) Kimball Methodology
5 2 (14.29%) PRINCE2
5 2 (14.29%) Six Sigma
5 2 (14.29%) Stakeholder Management
6 1 (7.14%) Data Analysis
6 1 (7.14%) Data Virtualisation
6 1 (7.14%) Logical Data Model
6 1 (7.14%) Master Data Management
6 1 (7.14%) Metadata Management
6 1 (7.14%) Migration
6 1 (7.14%) Software Delivery
Programming Languages
1 4 (28.57%) SQL
2 2 (14.29%) PL/SQL
Quality Assurance & Compliance
1 1 (7.14%) Data Quality
Vendors
1 7 (50.00%) Teradata
2 4 (28.57%) Informatica
2 4 (28.57%) Oracle
3 2 (14.29%) SAP
3 2 (14.29%) Tableau
4 1 (7.14%) Cognos
4 1 (7.14%) MicroStrategy