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 29 July 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
29 Jul 2016
Same period 2015 Same period 2014
Dimensional Modelling
Rank 118 134 121
Rank change year-on-year
+16 -13
Contract jobs citing Dimensional Modelling 17 4 15
As % of all contract IT jobs located in Scotland 0.69% 0.12% 0.55%
As % of the Processes & Methodologies category 0.82% 0.15% 0.69%
Number of daily rates quoted 12 2 9
Median daily rate £500 £346 £350
Median daily rate % change year-on-year
+44.40% -1.07%
UK excluding London median daily rate £420 £400 £388
% change year-on-year
+5.00% +3.22%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £20.50 - £67.00
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
2062 2613 2188
As % of all contract IT jobs located in Scotland 83.15% 81.55% 79.51%
Number of daily rates quoted 1225 1321 1152
Median daily rate £356 £375 £375
Median daily rate % change year-on-year
-5.06% -
90% offered a daily rate of more than £245 £270 £250
10% offered a daily rate of more than £475 £475 £500
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 30 57 34
Median hourly rate £39.50 £30.00 £24.00
Median hourly rate % change year-on-year
+31.66% +25.00%
90% offered a hourly rate of more than £11.93 £12.35 £12.00
10% offered a hourly rate of more than £47.25 £46.70 £165.00
UK excluding London median hourly rate £30.00 £30.00 £27.00
% change year-on-year
- +11.11%

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 29 July 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 +14 17 £500 +31.57%
Dimensional Modelling
UK

Dimensional Modelling
Top 29 Related IT Skills in Scotland

For the 6 months to 29 July 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 18 (100.00%) ETL
2 17 (94.44%) Data Modelling
2 17 (94.44%) Data Architecture
3 15 (83.33%) Finance
4 14 (77.78%) Data Warehouse
5 13 (72.22%) Teradata
6 9 (50.00%) Data Mapping
7 7 (38.89%) Enterprise Data Warehouse
8 6 (33.33%) Stakeholder Management
9 4 (22.22%) Software Testing
9 4 (22.22%) Law
10 3 (16.67%) Enterprise Architecture
10 3 (16.67%) Analytical Skills
11 2 (11.11%) Retail
11 2 (11.11%) Migration
12 1 (5.56%) Business Intelligence
12 1 (5.56%) Microsoft
12 1 (5.56%) SQL
12 1 (5.56%) T-SQL
12 1 (5.56%) SQL Server
12 1 (5.56%) OLAP
12 1 (5.56%) SQL Server Reporting Services
12 1 (5.56%) SQL Server Analysis Services
12 1 (5.56%) SQL Server Integration Services
12 1 (5.56%) SQL Server 2008
12 1 (5.56%) Team Foundation Server
12 1 (5.56%) Solvency II
12 1 (5.56%) PowerPivot
12 1 (5.56%) Analytics

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:

Database & Business Intelligence
1 14 (77.78%) Data Warehouse
2 7 (38.89%) Enterprise Data Warehouse
3 1 (5.56%) OLAP
3 1 (5.56%) PowerPivot
3 1 (5.56%) SQL Server
3 1 (5.56%) SQL Server 2008
3 1 (5.56%) SQL Server Analysis Services
3 1 (5.56%) SQL Server Integration Services
3 1 (5.56%) SQL Server Reporting Services
Development Applications
1 1 (5.56%) Team Foundation Server
General
1 15 (83.33%) Finance
2 4 (22.22%) Law
3 2 (11.11%) Retail
Job Titles
1 17 (94.44%) Architect
1 17 (94.44%) Data Architect
2 13 (72.22%) Data Warehouse Architect
3 8 (44.44%) Solutions Architect
4 1 (5.56%) Business Intelligence Developer
4 1 (5.56%) Developer
4 1 (5.56%) SQL BI Developer
4 1 (5.56%) SQL Developer
4 1 (5.56%) SQL Server BI Developer
4 1 (5.56%) SQL Server Developer
4 1 (5.56%) SSIS Developer
4 1 (5.56%) SSRS Developer
Miscellaneous
1 3 (16.67%) Analytical Skills
Processes & Methodologies
1 18 (100.00%) ETL
2 17 (94.44%) Data Architecture
2 17 (94.44%) Data Modelling
3 9 (50.00%) Data Mapping
4 6 (33.33%) Stakeholder Management
5 4 (22.22%) Software Testing
6 3 (16.67%) Enterprise Architecture
7 2 (11.11%) Migration
8 1 (5.56%) Analytics
8 1 (5.56%) Business Intelligence
Programming Languages
1 1 (5.56%) SQL
1 1 (5.56%) T-SQL
Quality Assurance & Compliance
1 1 (5.56%) Solvency II
Vendors
1 13 (72.22%) Teradata
2 1 (5.56%) Microsoft