The first table below looks at the demand for Data Modelling skills in IT contracts advertised for the Scotland region. Included is a guide to the average contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 16 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 Scotland 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
16 Apr 2014
Same period 2013 Same period 2012
Data Modeling
Rank 69 60 63
Rank change year-on-year
-9 +3
Contract jobs citing Data Modelling 59 62 56
As % of all contract IT jobs located in Scotland 2.17% 2.63% 2.00%
As % of the Processes & Methodologies category 3.01% 3.70% 3.00%
Number of daily rates quoted 37 44 32
Average daily rate £400 £350 £330
Average daily rate % change year-on-year
+14.28% +6.06%
90% offered a daily rate of more than £259 £277 £267
10% offered a daily rate of more than £520 £443 £423
UK excluding London average daily rate £420 £383 £375
% change year-on-year
+9.80% +2.00%
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
Scotland
Contract IT job ads with a match in the
Processes & Methodologies category
1958 1674 1866
As % of all contract IT jobs located in Scotland 71.88% 70.96% 66.57%
Number of daily rates quoted 1031 867 982
Average daily rate £375 £350 £350
Average daily rate % change year-on-year
+7.14% -
90% offered a daily rate of more than £250 £260 £240
10% offered a daily rate of more than £500 £478 £475
UK excluding London average daily rate £375 £361 £370
% change year-on-year
+4.02% -2.56%
Number of hourly rates quoted 23 25 67
Average hourly rate £25.00 £40.00 £19.00
Average hourly rate % change year-on-year
-37.50% +110.52%
90% offered a hourly rate of more than £16.50 £10.00 £9.85
10% offered a hourly rate of more than £180.00 £60.00 £33.60
UK excluding London average hourly rate £30.00 £32.00 £27.00
% change year-on-year
-6.25% +18.51%
Data Modelling
UK

Data Modelling
Jobs Demand Trend in Scotland

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

Data Modelling Jobs Demand Trend in Scotland

Data Modelling
Daily Rate Trend in Scotland

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

Data Modelling Daily Rate Trend in Scotland

Data Modelling
Daily Rate Histogram in Scotland

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the Scotland region over the 3 months to 16 April 2014.

Data Modelling Daily Rate Histogram in Scotland

Data Modelling
Hourly Rate Trend in Scotland

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

Data Modelling Hourly Rate Trend in Scotland

Data Modelling
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the average contractor rates quoted in IT jobs citing Data Modelling within the Scotland region over the 3 months to 16 April 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
(Click each for more statistics)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Average
Daily Rate
Last 3 Months
Average Daily Rate
% Change
on Same Period
Last Year
Find
Job
Vacancies
Edinburgh -2 38 £413 -2.94% 2
Glasgow -7 17 £375 +13.63% 5
Aberdeen +10 1 - -
Stirling - - - - 1
West Lothian - - - - 1
Data Modelling
UK

Data Modelling
Top 30 Related IT Skills in Scotland

For the 6 months to 16 April 2014, IT contractor jobs across the Scotland 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 40 (33.06%) SQL
2 36 (29.75%) Finance
3 32 (26.45%) Data Warehouse
4 30 (24.79%) Oracle
5 26 (21.49%) SAP
6 22 (18.18%) PowerDesigner
6 22 (18.18%) Use Case
7 20 (16.53%) Migration
7 20 (16.53%) Relational Database
8 19 (15.70%) SQL Server
8 19 (15.70%) Business Intelligence
9 18 (14.88%) UML
9 18 (14.88%) Data Architecture
10 17 (14.05%) Data Migration
10 17 (14.05%) RDBMS
10 17 (14.05%) UNIX
11 15 (12.40%) Java
11 15 (12.40%) Asset Management
12 14 (11.57%) Agile Software Development
12 14 (11.57%) Investment Management
12 14 (11.57%) ETL
13 13 (10.74%) BPMN
13 13 (10.74%) Banking
13 13 (10.74%) Data Management
13 13 (10.74%) Data Analysis
14 12 (9.92%) Degree
14 12 (9.92%) Oracle Database
14 12 (9.92%) MS Visio
15 10 (8.26%) CRM
15 10 (8.26%) Content Management

Data Modelling
Top Related IT Skills in Scotland by Category

For the 6 months to 16 April 2014, IT contractor jobs across the Scotland 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 8 (6.61%) SAS
2 5 (4.13%) WebSphere Application Server
2 5 (4.13%) WebSphere
3 1 (0.83%) IIS
3 1 (0.83%) Apache
3 1 (0.83%) SharePoint
3 1 (0.83%) WebSphere Process Server
3 1 (0.83%) SharePoint 2010
Applications
1 12 (9.92%) MS Visio
2 5 (4.13%) MS Excel
Business Applications
1 3 (2.48%) SAP Oil and Gas
2 2 (1.65%) Oracle BPM
3 1 (0.83%) Oracle ERP
3 1 (0.83%) Oracle EBS
3 1 (0.83%) Cognos Business Intelligence
Database & Business Intelligence
1 32 (26.45%) Data Warehouse
2 20 (16.53%) Relational Database
3 19 (15.70%) SQL Server
4 17 (14.05%) RDBMS
5 12 (9.92%) Oracle Database
6 7 (5.79%) SQL Server Integration Services
7 4 (3.31%) PowerCenter
8 3 (2.48%) BusinessObjects
8 3 (2.48%) SAP BI
9 2 (1.65%) SQL Server 2008
9 2 (1.65%) Oracle Database 11g
9 2 (1.65%) Star Schema
9 2 (1.65%) Data Mining
9 2 (1.65%) Oracle Reports
10 1 (0.83%) Oracle8/8i Database
10 1 (0.83%) Oracle9i Database
10 1 (0.83%) Oracle Database 10g
10 1 (0.83%) SQL Server 2000
10 1 (0.83%) SQL Server 2005
10 1 (0.83%) SQL Server Reporting Services
Development Applications
1 22 (18.18%) PowerDesigner
2 7 (5.79%) ERwin
3 3 (2.48%) Ant
3 3 (2.48%) Eclipse
3 3 (2.48%) Maven
4 2 (1.65%) Oracle APEX
4 2 (1.65%) Oracle Forms
5 1 (0.83%) PVCS
5 1 (0.83%) Toad
5 1 (0.83%) Subversion
5 1 (0.83%) Team Foundation Server
General
1 36 (29.75%) Finance
2 13 (10.74%) Banking
3 5 (4.13%) Investment Banking
4 3 (2.48%) Advertising
4 3 (2.48%) Retail
5 2 (1.65%) Front Office
6 1 (0.83%) Pharmaceutical
6 1 (0.83%) Financial Institution
6 1 (0.83%) Aerospace
6 1 (0.83%) Legal
6 1 (0.83%) Telecoms
6 1 (0.83%) Retail Banking
Job Titles
1 50 (41.32%) Analyst
2 30 (24.79%) Architect
3 28 (23.14%) Business Analyst
4 18 (14.88%) Developer
4 18 (14.88%) Data Architect
5 17 (14.05%) Data Analyst
6 15 (12.40%) Data Modeller
7 12 (9.92%) Senior Analyst
8 11 (9.09%) Senior Business Analyst
9 7 (5.79%) Consultant
10 6 (4.96%) Solutions Architect
11 5 (4.13%) Designer
12 4 (3.31%) Junior Architect
12 4 (3.31%) Junior Java Architect
12 4 (3.31%) Java Architect
12 4 (3.31%) Applications Support
12 4 (3.31%) Java Developer
12 4 (3.31%) Oracle Developer
12 4 (3.31%) Junior
13 3 (2.48%) DBA
Libraries, Frameworks & Software Standards
1 7 (5.79%) JSF
1 7 (5.79%) Web Services
1 7 (5.79%) Hibernate
2 6 (4.96%) XML
3 4 (3.31%) JPA
3 4 (3.31%) Apache CXF
3 4 (3.31%) HTML
4 3 (2.48%) J2EE
4 3 (2.48%) JSP
4 3 (2.48%) Tapestry
4 3 (2.48%) Spring
4 3 (2.48%) SAP PI
5 2 (1.65%) RichFaces
5 2 (1.65%) Middleware
6 1 (0.83%) .NET
6 1 (0.83%) Servlets
6 1 (0.83%) SOAP
6 1 (0.83%) Classic ASP
6 1 (0.83%) XSL
6 1 (0.83%) JMS
Miscellaneous
1 4 (3.31%) GIS
2 3 (2.48%) Computer Science
2 3 (2.48%) Enterprise Software
3 2 (1.65%) Derivative
3 2 (1.65%) Ontologies
3 2 (1.65%) Fixed Income
3 2 (1.65%) Equities
3 2 (1.65%) Foreign Exchange (FX)
4 1 (0.83%) Mainframe
4 1 (0.83%) Management Information System
4 1 (0.83%) Taxonomies
4 1 (0.83%) Blog
4 1 (0.83%) Data Protection Act
4 1 (0.83%) Data Integration
4 1 (0.83%) Reference Data
4 1 (0.83%) iPad
Operating Systems
1 17 (14.05%) UNIX
2 7 (5.79%) Linux
3 4 (3.31%) Windows
Processes & Methodologies
1 22 (18.18%) Use Case
2 20 (16.53%) Migration
3 19 (15.70%) Business Intelligence
4 18 (14.88%) UML
4 18 (14.88%) Data Architecture
5 17 (14.05%) Data Migration
6 15 (12.40%) Asset Management
7 14 (11.57%) Agile Software Development
7 14 (11.57%) Investment Management
7 14 (11.57%) ETL
8 13 (10.74%) BPMN
8 13 (10.74%) Data Management
8 13 (10.74%) Data Analysis
9 10 (8.26%) CRM
9 10 (8.26%) Content Management
9 10 (8.26%) Document Management
10 9 (7.44%) Enterprise Architecture
10 9 (7.44%) Information Architecture
10 9 (7.44%) SOA
10 9 (7.44%) Stakeholder Management
Programming Languages
1 40 (33.06%) SQL
2 15 (12.40%) Java
3 8 (6.61%) PL/SQL
4 5 (4.13%) JavaScript
4 5 (4.13%) Perl
5 4 (3.31%) Shell Script
6 3 (2.48%) C
7 2 (1.65%) C#
8 1 (0.83%) PHP
8 1 (0.83%) T-SQL
8 1 (0.83%) VB
8 1 (0.83%) Korn
Qualifications
1 12 (9.92%) Degree
2 2 (1.65%) IIBA
2 2 (1.65%) ISEB
3 1 (0.83%) Sun Certification
3 1 (0.83%) OCPJP
Quality Assurance & Compliance
1 4 (3.31%) QA
2 3 (2.48%) Data Quality
3 2 (1.65%) SLA
3 2 (1.65%) EMIR
3 2 (1.65%) Dodd-Frank
4 1 (0.83%) Solvency II
4 1 (0.83%) FATCA
Vendors
1 30 (24.79%) Oracle
2 26 (21.49%) SAP
3 8 (6.61%) IBM
4 5 (4.13%) Business Objects
4 5 (4.13%) Sybase
4 5 (4.13%) Microsoft
4 5 (4.13%) JBoss
4 5 (4.13%) Informatica
5 4 (3.31%) TIBCO
5 4 (3.31%) Cognos
6 2 (1.65%) Ab Initio
6 2 (1.65%) Charles River
7 1 (0.83%) Hyperion
7 1 (0.83%) Sun
7 1 (0.83%) Casewise
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