The table below looks at the statistics 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 30 September 2014 with a comparison to the same period in 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.

Location
3 months to
30 Sep 2014
Same period 2013 Same period 2012
Data Modeling
Rank 56 56 68
Rank change year-on-year
0 +12
Contract jobs citing Data Modelling 85 62 47
As % of all contract IT jobs located in Scotland 3.08% 2.47% 1.81%
As % of the Processes & Methodologies category 4.08% 3.57% 2.68%
Number of daily rates quoted 54 32 23
Average daily rate
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of your Daily Rate
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£400 £390 £350
Average daily rate % change year-on-year
+2.56% +11.42%
90% offered a daily rate of more than £300 £277 £292
10% offered a daily rate of more than £462 £525 £418
UK excluding London average daily rate £413 £400 £395
% change year-on-year
+3.12% +1.26%
Number of hourly rates quoted 2 0 3
Average hourly rate £23.75 - £9.50
UK excluding London average hourly rate £48.50 £37.80 £36.00
% change year-on-year
+28.30% +5.00%
Data 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
2081 1736 1756
As % of all contract IT jobs located in Scotland 75.37% 69.03% 67.67%
Number of daily rates quoted 1149 864 870
Average daily rate £375 £375 £340
Average daily rate % change year-on-year
- +10.29%
90% offered a daily rate of more than £248 £275 £225
10% offered a daily rate of more than £518 £500 £460
UK excluding London average daily rate £375 £367 £365
% change year-on-year
+2.18% +0.53%
Number of hourly rates quoted 39 50 79
Average hourly rate £32.50 £30.00 £21.00
Average hourly rate % change year-on-year
+8.33% +42.85%
90% offered a hourly rate of more than £12.00 £9.25 £9.50
10% offered a hourly rate of more than £135.00 £36.00 £42.00
UK excluding London average hourly rate £26.50 £30.00 £29.00
% change year-on-year
-11.66% +3.44%

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 30 September 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
Hourly Rate Histogram in Scotland

This chart provides a histogram of hourly rates quoted in contract IT jobs citing Data Modelling across the Scotland region over the 3 months to 30 September 2014.

Data Modelling Hourly Rate Histogram 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 30 September 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
(Use links below to see detailed
statistics and historical trends)
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
Live
Job
Vacancies
Edinburgh +4 38 £425 +6.25% 4
Glasgow +6 37 £350 - 3
Aberdeen +14 5 - -
Stirling -8 1 - - 1
West Lothian - 1 £420 -
Data Modelling
UK

Data Modelling
Top 30 Related IT Skills in Scotland

For the 6 months to 30 September 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 61 (40.67%) Oracle
2 48 (32.00%) SQL
3 46 (30.67%) Java
4 44 (29.33%) Agile Software Development
5 43 (28.67%) Finance
6 38 (25.33%) Relational Database
7 37 (24.67%) SQL Server
7 37 (24.67%) UML
8 35 (23.33%) PL/SQL
9 32 (21.33%) Use Case
10 31 (20.67%) Banking
11 28 (18.67%) Web Services
12 26 (17.33%) SQL Server Integration Services
13 25 (16.67%) Hibernate
13 25 (16.67%) Analytical Skills
14 23 (15.33%) RDBMS
15 22 (14.67%) ETL
15 22 (14.67%) Data Warehouse
15 22 (14.67%) XML
15 22 (14.67%) Scrum
15 22 (14.67%) Performance Tuning
16 21 (14.00%) JBoss
16 21 (14.00%) JSF
16 21 (14.00%) BPMN
17 19 (12.67%) SOA
17 19 (12.67%) HTML
18 18 (12.00%) CSS
18 18 (12.00%) JSP
18 18 (12.00%) Servlets
18 18 (12.00%) Migration

Data Modelling
Top Related IT Skills in Scotland by Category

For the 6 months to 30 September 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 5 (3.33%) SharePoint
2 3 (2.00%) WebSphere Application Server
2 3 (2.00%) WebSphere
3 2 (1.33%) Tomcat
3 2 (1.33%) SAS
3 2 (1.33%) NetWeaver
4 1 (0.67%) Apache
4 1 (0.67%) Mule
Applications
1 16 (10.67%) MS Visio
2 7 (4.67%) MS Excel
3 1 (0.67%) MS Office
3 1 (0.67%) PowerPivot
Business Applications
1 7 (4.67%) Oracle BPM
2 5 (3.33%) SAP HR
3 2 (1.33%) SAP Oil and Gas
3 2 (1.33%) PeopleSoft HRMS
4 1 (0.67%) Cognos Business Intelligence
4 1 (0.67%) SAP HCM
4 1 (0.67%) Cognos TM1
Database & Business Intelligence
1 38 (25.33%) Relational Database
2 37 (24.67%) SQL Server
3 26 (17.33%) SQL Server Integration Services
4 23 (15.33%) RDBMS
5 22 (14.67%) Data Warehouse
6 17 (11.33%) SQL Server 2008
7 16 (10.67%) Oracle Database
8 15 (10.00%) SQL Server Reporting Services
9 8 (5.33%) Oracle Reports
10 5 (3.33%) Microsoft Analysis Services
10 5 (3.33%) SQL Server Analysis Services
11 4 (2.67%) SAP BW
11 4 (2.67%) MS Access
12 3 (2.00%) Star Schema
13 2 (1.33%) SAP BI
13 2 (1.33%) BusinessObjects
13 2 (1.33%) PowerCenter
13 2 (1.33%) Oracle Database 11g
13 2 (1.33%) SQL Server 2012
13 2 (1.33%) Cognos Framework Manager
Development Applications
1 12 (8.00%) PowerDesigner
2 8 (5.33%) Maven
3 7 (4.67%) Selenium
3 7 (4.67%) Jenkins
4 6 (4.00%) ERwin
4 6 (4.00%) Toad
4 6 (4.00%) Oracle Forms
5 5 (3.33%) Subversion
6 4 (2.67%) PVCS
7 3 (2.00%) Oracle APEX
8 2 (1.33%) PeopleTools
9 1 (0.67%) JUnit
9 1 (0.67%) Rational Rose
9 1 (0.67%) Eclipse
9 1 (0.67%) IntelliJ
9 1 (0.67%) LSMW
9 1 (0.67%) JIRA
General
1 43 (28.67%) Finance
2 31 (20.67%) Banking
3 4 (2.67%) Billing
4 2 (1.33%) Investment Banking
5 1 (0.67%) Retail Banking
5 1 (0.67%) Retail
5 1 (0.67%) Manufacturing
5 1 (0.67%) Advertising
5 1 (0.67%) Publishing
5 1 (0.67%) Front Office
Job Titles
1 48 (32.00%) Analyst
2 41 (27.33%) Developer
3 32 (21.33%) Business Analyst
4 23 (15.33%) Architect
4 23 (15.33%) SQL Developer
5 13 (8.67%) Data Analyst
5 13 (8.67%) Designer
6 12 (8.00%) SQL Server Developer
6 12 (8.00%) Data Architect
7 10 (6.67%) Data Modeller
7 10 (6.67%) Technical Leader
8 9 (6.00%) Solutions Architect
8 9 (6.00%) Senior Analyst
8 9 (6.00%) Senior Business Analyst
9 7 (4.67%) Oracle Developer
9 7 (4.67%) UML Business Analyst
10 6 (4.00%) Senior Developer
11 5 (3.33%) Consultant
11 5 (3.33%) Java Architect
11 5 (3.33%) Agile Business Analyst
Libraries, Frameworks & Software Standards
1 28 (18.67%) Web Services
2 25 (16.67%) Hibernate
3 22 (14.67%) XML
4 21 (14.00%) JSF
5 19 (12.67%) HTML
6 18 (12.00%) CSS
6 18 (12.00%) JSP
6 18 (12.00%) Servlets
7 14 (9.33%) Apache CXF
8 13 (8.67%) JPA
9 11 (7.33%) DHTML
9 11 (7.33%) EJB
9 11 (7.33%) XSL
10 7 (4.67%) RichFaces
11 6 (4.00%) .NET
12 3 (2.00%) JMS
12 3 (2.00%) Spring
12 3 (2.00%) Java SE
12 3 (2.00%) Java EE
12 3 (2.00%) JSON
Miscellaneous
1 25 (16.67%) Analytical Skills
2 7 (4.67%) Data Integration
3 3 (2.00%) E-Learning
3 3 (2.00%) SCORM
3 3 (2.00%) Management Information System
4 2 (1.33%) Replication
4 2 (1.33%) Data Conversion
4 2 (1.33%) User Experience
5 1 (0.67%) N-Tier
5 1 (0.67%) Enterprise Software
5 1 (0.67%) Data Extraction
5 1 (0.67%) Taxonomies
5 1 (0.67%) Ontologies
5 1 (0.67%) Computer Science
5 1 (0.67%) Reference Data
Operating Systems
1 12 (8.00%) UNIX
2 3 (2.00%) Linux
Processes & Methodologies
1 44 (29.33%) Agile Software Development
2 37 (24.67%) UML
3 32 (21.33%) Use Case
4 22 (14.67%) ETL
4 22 (14.67%) Scrum
4 22 (14.67%) Performance Tuning
5 21 (14.00%) BPMN
6 19 (12.67%) SOA
7 18 (12.00%) Migration
8 17 (11.33%) OO
8 17 (11.33%) Technical Analysis
9 15 (10.00%) Business Intelligence
10 14 (9.33%) Data Analysis
10 14 (9.33%) Kalman Filter
11 13 (8.67%) Stakeholder Management
12 12 (8.00%) Wealth Management
13 11 (7.33%) User Stories
13 11 (7.33%) Workflow
14 10 (6.67%) TDD
14 10 (6.67%) Asset Management
Programming Languages
1 48 (32.00%) SQL
2 46 (30.67%) Java
3 35 (23.33%) PL/SQL
4 13 (8.67%) JavaScript
5 11 (7.33%) VBA
6 7 (4.67%) ABAP
7 2 (1.33%) Shell Script
7 2 (1.33%) XPath
7 2 (1.33%) Perl
8 1 (0.67%) C#
8 1 (0.67%) SAPscript
8 1 (0.67%) VB
Qualifications
1 2 (1.33%) ISEB
2 1 (0.67%) Degree
Quality Assurance & Compliance
1 3 (2.00%) Data Quality
2 2 (1.33%) QA
3 1 (0.67%) Sarbanes-Oxley
System Software
1 2 (1.33%) Oracle RMAN
Systems Management
1 2 (1.33%) Data Guard
2 1 (0.67%) HP Quality Center
Vendors
1 61 (40.67%) Oracle
2 21 (14.00%) JBoss
3 15 (10.00%) Sybase
4 8 (5.33%) SAP
5 7 (4.67%) Informatica
6 4 (2.67%) Ab Initio
7 3 (2.00%) TIBCO
7 3 (2.00%) Business Objects
7 3 (2.00%) PeopleSoft
7 3 (2.00%) IBM
8 2 (1.33%) Microsoft
8 2 (1.33%) Cognos
8 2 (1.33%) Teradata
9 1 (0.67%) Netezza
9 1 (0.67%) Cisco
9 1 (0.67%) Adobe
9 1 (0.67%) HP
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