The first table below looks at the demand for Data Modelling skills in IT contracts advertised for the Edinburgh region. Included is a guide to the average contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 19 June 2013 with a comparison to the same period in the previous 2 years. The second table is for comparison and provides aggregates for all of the Processes & Methodologies category for the Edinburgh region.

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.

Location
3 months to
19 Jun 2013
Same period 2012 Same period 2011
Data Modeling
Rank 49 44 58
Rank change year-on-year
-5 +14
Contract jobs citing Data Modelling 13 20 14
As % of all contract IT jobs located in Edinburgh 1.432% 1.876% 1.051%
As % of the Processes & Methodologies category 2.044% 2.770% 1.632%
Number of daily rates quoted 4 6 7
Average daily rate £450 £325 £450
Average daily rate % change year-on-year
+38.46% -27.77%
UK excluding London average daily rate £388 £381 £400
% change year-on-year
+1.63% -4.68%
Number of hourly rates quoted 0 0 0
Average hourly rate - - -
UK excluding London average hourly rate £35.50 £21.50 £34.50
% change year-on-year
+65.11% -37.68%
All Processes & Methodologies
Edinburgh
Contract IT job ads with a match in the
Processes & Methodologies category
636 722 858
As % of all contract IT jobs located in Edinburgh 70.04% 67.73% 64.41%
Number of daily rates quoted 302 344 456
Average daily rate £400 £375 £375
Average daily rate % change year-on-year
+6.66% -
90% offered a daily rate of more than £275 £250 £225
10% offered a daily rate of more than £525 £500 £500
UK excluding London average daily rate £370 £365 £375
% change year-on-year
+1.36% -2.66%
Number of hourly rates quoted 12 12 8
Average hourly rate £19.50 £23.50 £17.50
Average hourly rate % change year-on-year
-17.02% +34.28%
90% offered a hourly rate of more than £10.50 £13.76 £14.50
10% offered a hourly rate of more than £22.25 £39.40 £32.50
UK excluding London average hourly rate £31.00 £25.00 £29.00
% change year-on-year
+24.00% -13.79%
Data Modelling
Scotland

Data Modelling
Jobs Demand Trend

This chart provides a 3-month moving total of IT contractor jobs citing Data Modelling across the Edinburgh region as a proportion of the total demand within the Processes & Methodologies category.

Edinburgh Data Modelling Jobs Demand Trend

Data Modelling
Daily Rate Trend

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

Edinburgh Data Modelling Daily Rate Trend

Data Modelling
Hourly Rate Trend

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Modelling across the Edinburgh region.

Edinburgh Data Modelling Hourly Rate Trend

Data Modelling
Top 30 Related IT Skills

For the 6 months to 19 June 2013, IT contractor jobs across the Edinburgh region citing Data 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 contract IT job ads sampled that cited Data Modelling.

1 17 (62.96%) Data Warehouse
2 15 (55.56%) Finance
3 12 (44.44%) Banking
4 11 (40.74%) SQL
5 9 (33.33%) SAS
5 9 (33.33%) Business Intelligence
5 9 (33.33%) SQL Server Reporting Services
6 8 (29.63%) Oracle
6 8 (29.63%) SQL Server Analysis Services
7 6 (22.22%) Data Analysis
7 6 (22.22%) ETL
7 6 (22.22%) OLAP
7 6 (22.22%) Business Objects
7 6 (22.22%) Microsoft
7 6 (22.22%) SQL Server Integration Services
8 5 (18.52%) SQL Server
8 5 (18.52%) Asset Management
9 4 (14.81%) Investment Banking
9 4 (14.81%) Retail
9 4 (14.81%) T-SQL
9 4 (14.81%) Data Mapping
9 4 (14.81%) Data Architecture
9 4 (14.81%) Visualisation
10 3 (11.11%) SQL Server 2012
10 3 (11.11%) Metadata Management
10 3 (11.11%) Data Integration
10 3 (11.11%) QlikView
10 3 (11.11%) Retail Banking
10 3 (11.11%) DataFlux
10 3 (11.11%) SharePoint

Data Modelling
Top Related IT Skills by Category

For the 6 months to 19 June 2013, IT contractor jobs across the Edinburgh region citing Data 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 contract IT job ads sampled that cited Data Modelling. Up to 20 skills are shown per category.

Application Development
1 2 (7.407%) XML
1 2 (7.407%) MDX
2 1 (3.704%) Silverlight
2 1 (3.704%) XSD
2 1 (3.704%) XSLT
Application Platforms
1 9 (33.33%) SAS
2 3 (11.11%) SharePoint
3 2 (7.407%) SharePoint 2013
Applications
1 2 (7.407%) MS Excel
2 1 (3.704%) PowerPivot
2 1 (3.704%) MS PowerPoint
2 1 (3.704%) MS Project
Database & Business Intelligence
1 17 (62.96%) Data Warehouse
2 9 (33.33%) SQL Server Reporting Services
3 8 (29.63%) SQL Server Analysis Services
4 6 (22.22%) OLAP
4 6 (22.22%) SQL Server Integration Services
5 5 (18.52%) SQL Server
6 3 (11.11%) SQL Server 2012
6 3 (11.11%) QlikView
6 3 (11.11%) DTS
6 3 (11.11%) Data Mining
6 3 (11.11%) Star Schema
7 2 (7.407%) RDBMS
7 2 (7.407%) Oracle OLAP
7 2 (7.407%) SQL Server 2005
7 2 (7.407%) Oracle ODI
8 1 (3.704%) IBM InfoSphere
8 1 (3.704%) SQL Server 2008
8 1 (3.704%) Oracle BI EE
Development Applications
1 2 (7.407%) ERwin
2 1 (3.704%) ProC
General
1 15 (55.56%) Finance
2 12 (44.44%) Banking
3 4 (14.81%) Investment Banking
3 4 (14.81%) Retail
4 3 (11.11%) Retail Banking
5 2 (7.407%) Marketing
6 1 (3.704%) Corporate Banking
6 1 (3.704%) Financial Institution
Job Titles
1 16 (59.26%) Analyst
2 7 (25.93%) Data Analyst
3 5 (18.52%) Developer
4 4 (14.81%) Data Modeller
5 3 (11.11%) MI Manager
5 3 (11.11%) Business Intelligence Developer
5 3 (11.11%) Business Analyst
5 3 (11.11%) Business Intelligence Analyst
5 3 (11.11%) Business Developer
6 2 (7.407%) Senior Analyst
6 2 (7.407%) MI Analyst
6 2 (7.407%) Designer
7 1 (3.704%) Credit Risk Analyst
7 1 (3.704%) Architect
7 1 (3.704%) SAS Developer
7 1 (3.704%) Data Warehouse Analyst
7 1 (3.704%) Senior Applications Support Analyst
7 1 (3.704%) Applications Support Analyst
7 1 (3.704%) Analyst Developer
7 1 (3.704%) Senior Support Analyst
Miscellaneous
1 4 (14.81%) Visualisation
2 3 (11.11%) Data Integration
2 3 (11.11%) Mainframe
3 2 (7.407%) Mathematics
3 2 (7.407%) Management Information System
3 2 (7.407%) Data Conversion
4 1 (3.704%) Credit Risk
4 1 (3.704%) Fat Client
4 1 (3.704%) Thin Client
Processes & Methodologies
1 9 (33.33%) Business Intelligence
2 6 (22.22%) Data Analysis
2 6 (22.22%) ETL
3 5 (18.52%) Asset Management
4 4 (14.81%) Data Mapping
4 4 (14.81%) Data Architecture
5 3 (11.11%) Metadata Management
5 3 (11.11%) Migration
6 2 (7.407%) Validation
6 2 (7.407%) Data Management
6 2 (7.407%) Investment Management
6 2 (7.407%) Data Cleansing
6 2 (7.407%) Analytics
6 2 (7.407%) Master Data Management
7 1 (3.704%) Waterfall
7 1 (3.704%) Kimball Methodology
7 1 (3.704%) Inmon Methodology
7 1 (3.704%) Data Validation
7 1 (3.704%) Dimensional Modelling
7 1 (3.704%) User Acceptance Testing
Programming Languages
1 11 (40.74%) SQL
2 4 (14.81%) T-SQL
3 2 (7.407%) Data Analysis Expressions (DAX)
4 1 (3.704%) C
Qualifications
1 1 (3.704%) Degree
Quality Assurance & Compliance
1 1 (3.704%) Solvency II
1 1 (3.704%) Data Quality
1 1 (3.704%) QA
Vendors
1 8 (29.63%) Oracle
2 6 (22.22%) Business Objects
2 6 (22.22%) Microsoft
3 3 (11.11%) DataFlux
3 3 (11.11%) IBM
3 3 (11.11%) Informatica
4 2 (7.407%) Ab Initio
4 2 (7.407%) Trillium
4 2 (7.407%) Cadis
5 1 (3.704%) thinkFolio
5 1 (3.704%) Salesforce.com
5 1 (3.704%) Teradata