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 18 April 2014 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
18 Apr 2014
Same period 2013 Same period 2012
Data Modeling
Rank 44 44 60
Rank change year-on-year
0 +16
Contract jobs citing Data Modelling 38 11 9
As % of all contract IT jobs located in Edinburgh 2.96% 1.46% 0.75%
As % of the Processes & Methodologies category 4.11% 2.10% 1.11%
Number of daily rates quoted 26 4 5
Average daily rate £425 £388 £335
Average daily rate % change year-on-year
+9.67% +15.67%
UK excluding London average daily rate £420 £378 £375
% change year-on-year
+11.25% +0.66%
Number of hourly rates quoted 0 0 0
Average hourly rate - - -
UK excluding London average hourly rate £17.50 £37.80 £33.75
% change year-on-year
-53.70% +12.00%
Processes & Methodologies Category
Edinburgh
Contract IT job ads with a match in the
Processes & Methodologies category
925 523 811
As % of all contract IT jobs located in Edinburgh 72.04% 69.46% 67.87%
Number of daily rates quoted 531 236 406
Average daily rate £400 £380 £370
Average daily rate % change year-on-year
+5.26% +2.70%
90% offered a daily rate of more than £240 £250 £250
10% offered a daily rate of more than £500 £500 £485
UK excluding London average daily rate £375 £360 £370
% change year-on-year
+4.16% -2.70%
Number of hourly rates quoted 15 3 24
Average hourly rate £25.00 £50.83 £20.00
Average hourly rate % change year-on-year
-50.81% +154.12%
90% offered a hourly rate of more than £18.00 £20.35 £10.04
10% offered a hourly rate of more than £180.00 £70.00 £32.00
UK excluding London average hourly rate £30.00 £32.00 £27.50
% change year-on-year
-6.25% +16.36%
Data Modelling
Scotland

Data Modelling
Jobs Demand Trend in Edinburgh

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.

Data Modelling Jobs Demand Trend in Edinburgh

Data Modelling
Daily Rate Trend in Edinburgh

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

Data Modelling Daily Rate Trend in Edinburgh

Data Modelling
Daily Rate Histogram in Edinburgh

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the Edinburgh region over the 3 months to 18 April 2014.

Data Modelling Daily Rate Histogram in Edinburgh

Data Modelling
Hourly Rate Trend in Edinburgh

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

Data Modelling Hourly Rate Trend in Edinburgh

Data Modelling
Top 30 Related IT Skills in Edinburgh

For the 6 months to 18 April 2014, 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 25 (30.49%) SQL
2 24 (29.27%) PowerDesigner
3 20 (24.39%) SAP
4 19 (23.17%) Use Case
5 18 (21.95%) UML
6 17 (20.73%) Finance
6 17 (20.73%) Asset Management
7 16 (19.51%) Data Architecture
8 15 (18.29%) Data Warehouse
8 15 (18.29%) Data Migration
8 15 (18.29%) Migration
9 14 (17.07%) Agile Software Development
9 14 (17.07%) Investment Management
9 14 (17.07%) Oracle
10 13 (15.85%) BPMN
11 12 (14.63%) MS Visio
11 12 (14.63%) Relational Database
12 11 (13.41%) Data Management
13 10 (12.20%) Content Management
13 10 (12.20%) Document Management
14 9 (10.98%) Business Intelligence
14 9 (10.98%) RDBMS
14 9 (10.98%) Data Analysis
14 9 (10.98%) Enterprise Architecture
14 9 (10.98%) Oracle Database
15 8 (9.76%) User Stories
15 8 (9.76%) Information Architecture
15 8 (9.76%) Degree
16 7 (8.54%) Process Management
16 7 (8.54%) ERwin

Data Modelling
Top Related IT Skills in Edinburgh by Category

For the 6 months to 18 April 2014, 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 Platforms
1 6 (7.32%) SAS
2 1 (1.22%) SharePoint 2010
2 1 (1.22%) SharePoint
2 1 (1.22%) Apache
2 1 (1.22%) WebSphere Application Server
2 1 (1.22%) IIS
2 1 (1.22%) WebSphere
2 1 (1.22%) WebSphere Process Server
Applications
1 12 (14.63%) MS Visio
2 4 (4.88%) MS Excel
Business Applications
1 2 (2.44%) Oracle BPM
2 1 (1.22%) Cognos Business Intelligence
Database & Business Intelligence
1 15 (18.29%) Data Warehouse
2 12 (14.63%) Relational Database
3 9 (10.98%) RDBMS
3 9 (10.98%) Oracle Database
4 7 (8.54%) SQL Server
5 1 (1.22%) SQL Server 2000
5 1 (1.22%) PowerCenter
5 1 (1.22%) Data Mining
5 1 (1.22%) Oracle8/8i Database
5 1 (1.22%) Oracle9i Database
5 1 (1.22%) Oracle Reports
5 1 (1.22%) Pentaho
5 1 (1.22%) SQL Server 2008
5 1 (1.22%) SQL Server 2005
5 1 (1.22%) SQL Server Integration Services
Development Applications
1 24 (29.27%) PowerDesigner
2 7 (8.54%) ERwin
3 2 (2.44%) Oracle APEX
4 1 (1.22%) Oracle Forms
4 1 (1.22%) Team Foundation Server
General
1 17 (20.73%) Finance
2 6 (7.32%) Banking
3 4 (4.88%) Advertising
4 3 (3.66%) Investment Banking
5 2 (2.44%) Retail
6 1 (1.22%) Financial Institution
6 1 (1.22%) Front Office
6 1 (1.22%) Retail Banking
Job Titles
1 34 (41.46%) Analyst
2 26 (31.71%) Architect
3 18 (21.95%) Business Analyst
4 16 (19.51%) Data Architect
5 14 (17.07%) Data Analyst
5 14 (17.07%) Data Modeller
6 10 (12.20%) Senior Analyst
6 10 (12.20%) Senior Business Analyst
7 8 (9.76%) Developer
8 6 (7.32%) Solutions Architect
9 5 (6.10%) Consultant
10 4 (4.88%) Designer
10 4 (4.88%) Java Architect
10 4 (4.88%) Junior Java Architect
10 4 (4.88%) Junior
10 4 (4.88%) Junior Architect
11 3 (3.66%) Senior Architect
11 3 (3.66%) Senior Java Architect
11 3 (3.66%) Senior Solutions Architect
12 2 (2.44%) Java Developer
Libraries, Frameworks & Software Standards
1 4 (4.88%) Hibernate
1 4 (4.88%) JSF
1 4 (4.88%) Apache CXF
1 4 (4.88%) JPA
1 4 (4.88%) Web Services
2 2 (2.44%) RichFaces
3 1 (1.22%) EDI
3 1 (1.22%) JMS
3 1 (1.22%) Classic ASP
3 1 (1.22%) SOAP
3 1 (1.22%) HTML
3 1 (1.22%) XML
3 1 (1.22%) XSL
3 1 (1.22%) WCF
3 1 (1.22%) jQuery
Miscellaneous
1 4 (4.88%) GIS
2 2 (2.44%) Fixed Income
2 2 (2.44%) Equities
2 2 (2.44%) Derivative
2 2 (2.44%) Foreign Exchange (FX)
3 1 (1.22%) iPad
3 1 (1.22%) Blog
3 1 (1.22%) Ontologies
3 1 (1.22%) Data Integration
Operating Systems
1 1 (1.22%) UNIX
1 1 (1.22%) Windows
Processes & Methodologies
1 19 (23.17%) Use Case
2 18 (21.95%) UML
3 17 (20.73%) Asset Management
4 16 (19.51%) Data Architecture
5 15 (18.29%) Data Migration
5 15 (18.29%) Migration
6 14 (17.07%) Agile Software Development
6 14 (17.07%) Investment Management
7 13 (15.85%) BPMN
8 11 (13.41%) Data Management
9 10 (12.20%) Content Management
9 10 (12.20%) Document Management
10 9 (10.98%) Business Intelligence
10 9 (10.98%) Data Analysis
10 9 (10.98%) Enterprise Architecture
11 8 (9.76%) User Stories
11 8 (9.76%) Information Architecture
12 7 (8.54%) Process Management
12 7 (8.54%) SOA
12 7 (8.54%) CRM
Programming Languages
1 25 (30.49%) SQL
2 5 (6.10%) Java
3 3 (3.66%) PL/SQL
3 3 (3.66%) C
4 2 (2.44%) C#
4 2 (2.44%) JavaScript
5 1 (1.22%) Perl
5 1 (1.22%) PHP
5 1 (1.22%) T-SQL
5 1 (1.22%) VB
5 1 (1.22%) Korn
Qualifications
1 8 (9.76%) Degree
2 2 (2.44%) ISEB
2 2 (2.44%) IIBA
Quality Assurance & Compliance
1 3 (3.66%) QA
2 2 (2.44%) EMIR
2 2 (2.44%) Dodd-Frank
3 1 (1.22%) Data Quality
3 1 (1.22%) FATCA
3 1 (1.22%) SLA
Vendors
1 20 (24.39%) SAP
2 14 (17.07%) Oracle
3 5 (6.10%) IBM
3 5 (6.10%) Microsoft
3 5 (6.10%) JBoss
4 2 (2.44%) Charles River
5 1 (1.22%) Informatica
5 1 (1.22%) Cognos
5 1 (1.22%) Business Objects
Edinburgh, Midlothian
JM
Posted: 5 days ago