The table below looks at the statistics 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 22 October 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
22 Oct 2014
Same period 2013 Same period 2012
Data Modeling
Rank 43 50 57
Rank change year-on-year
+7 +7
Contract jobs citing Data Modelling 39 27 9
As % of all contract IT jobs located in Edinburgh 3.05% 2.32% 0.89%
As % of the Processes & Methodologies category 4.22% 3.23% 1.33%
Number of daily rates quoted 21 19 5
Average daily rate
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of your Daily Rate
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£400 £400 £325
Average daily rate % change year-on-year
- +23.07%
90% offered a daily rate of more than £350 £300 £274
10% offered a daily rate of more than £500 £530 £350
UK excluding London average daily rate £425 £400 £388
% change year-on-year
+6.25% +3.22%
Number of hourly rates quoted 0 0 0
Average hourly rate - - -
UK excluding London average hourly rate £67.00 £27.75 £36.00
% change year-on-year
+141.44% -22.91%
Data Modelling
Scotland

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the Edinburgh region.

Processes & Methodologies Category
Edinburgh
Contract IT job ads with a match in the
Processes & Methodologies category
925 837 679
As % of all contract IT jobs located in Edinburgh 72.38% 71.78% 67.03%
Number of daily rates quoted 536 404 322
Average daily rate £400 £375 £350
Average daily rate % change year-on-year
+6.66% +7.14%
90% offered a daily rate of more than £275 £275 £250
10% offered a daily rate of more than £500 £510 £500
UK excluding London average daily rate £375 £363 £370
% change year-on-year
+3.44% -2.02%
Number of hourly rates quoted 6 18 18
Average hourly rate £15.77 £17.75 £24.00
Average hourly rate % change year-on-year
-11.15% -26.04%
90% offered a hourly rate of more than £11.50 £4.65 £12.92
10% offered a hourly rate of more than £26.80 £35.00 £40.00
UK excluding London average hourly rate £25.00 £28.50 £27.50
% change year-on-year
-12.28% +3.63%

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 22 October 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 22 October 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 46 (50.00%) Agile Software Development
2 33 (35.87%) Oracle
2 33 (35.87%) UML
3 30 (32.61%) Use Case
4 24 (26.09%) Java
5 21 (22.83%) Scrum
6 20 (21.74%) JSF
6 20 (21.74%) JBoss
7 19 (20.65%) Relational Database
8 18 (19.57%) BPMN
9 16 (17.39%) Finance
9 16 (17.39%) MS Visio
9 16 (17.39%) SOA
10 15 (16.30%) ERwin
11 14 (15.22%) Oracle Database
12 12 (13.04%) Apache CXF
12 12 (13.04%) OO
12 12 (13.04%) SQL Server
12 12 (13.04%) Hibernate
12 12 (13.04%) Banking
13 11 (11.96%) Workflow
13 11 (11.96%) Web Services
13 11 (11.96%) JPA
13 11 (11.96%) User Stories
14 10 (10.87%) Process Management
15 9 (9.78%) TDD
15 9 (9.78%) ETL
15 9 (9.78%) Business Intelligence
15 9 (9.78%) Data Warehouse
15 9 (9.78%) JavaScript

Data Modelling
Top Related IT Skills in Edinburgh by Category

For the 6 months to 22 October 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 20 (21.74%) JBoss
2 5 (5.43%) SharePoint
3 2 (2.17%) NetWeaver
3 2 (2.17%) SAS
Applications
1 16 (17.39%) MS Visio
2 5 (5.43%) MS Excel
3 2 (2.17%) SPSS
Business Applications
1 7 (7.61%) Oracle BPM
2 2 (2.17%) PeopleSoft HRMS
3 1 (1.09%) Oracle EBS
Database & Business Intelligence
1 19 (20.65%) Relational Database
2 14 (15.22%) Oracle Database
3 12 (13.04%) SQL Server
4 9 (9.78%) Data Warehouse
5 7 (7.61%) RDBMS
6 6 (6.52%) SQL Server Analysis Services
6 6 (6.52%) SQL Server Integration Services
7 5 (5.43%) Microsoft Analysis Services
7 5 (5.43%) SQL Server 2008
8 4 (4.35%) DB2
9 3 (3.26%) MS Access
9 3 (3.26%) SAP BW
10 2 (2.17%) Big Data
10 2 (2.17%) SAP BI
10 2 (2.17%) Oracle Reports
10 2 (2.17%) OLAP
10 2 (2.17%) Oracle OLAP
11 1 (1.09%) SQL Server Reporting Services
11 1 (1.09%) BusinessObjects
11 1 (1.09%) Data Mining
Development Applications
1 15 (16.30%) ERwin
2 8 (8.70%) Maven
3 7 (7.61%) Jenkins
3 7 (7.61%) Selenium
4 6 (6.52%) PowerDesigner
5 5 (5.43%) Subversion
6 2 (2.17%) PeopleTools
6 2 (2.17%) Oracle Forms
6 2 (2.17%) Oracle APEX
General
1 16 (17.39%) Finance
2 12 (13.04%) Banking
3 4 (4.35%) Billing
4 1 (1.09%) Retail Banking
4 1 (1.09%) Retail
4 1 (1.09%) Publishing
Job Titles
1 29 (31.52%) Analyst
2 24 (26.09%) Business Analyst
3 21 (22.83%) Architect
4 19 (20.65%) Data Modeller
5 18 (19.57%) Designer
6 14 (15.22%) Data Architect
7 10 (10.87%) Solutions Architect
8 9 (9.78%) Senior Business Analyst
8 9 (9.78%) Senior Analyst
8 9 (9.78%) Technical Leader
9 7 (7.61%) UML Business Analyst
10 5 (5.43%) Java Architect
10 5 (5.43%) Developer
10 5 (5.43%) Agile Business Analyst
11 4 (4.35%) Junior Architect
11 4 (4.35%) Junior
11 4 (4.35%) Systems Analyst
11 4 (4.35%) Junior Java Architect
11 4 (4.35%) Data Analyst
11 4 (4.35%) Data Warehouse Architect
Libraries, Frameworks & Software Standards
1 20 (21.74%) JSF
2 12 (13.04%) Apache CXF
2 12 (13.04%) Hibernate
3 11 (11.96%) Web Services
3 11 (11.96%) JPA
4 8 (8.70%) HTML
5 7 (7.61%) CSS
5 7 (7.61%) JSP
5 7 (7.61%) Servlets
5 7 (7.61%) RichFaces
6 4 (4.35%) XML
6 4 (4.35%) .NET
7 3 (3.26%) JSON
8 2 (2.17%) jQuery
8 2 (2.17%) JDBC
8 2 (2.17%) Java SE
8 2 (2.17%) Java EE
9 1 (1.09%) Spring
9 1 (1.09%) XHTML
9 1 (1.09%) EDI
Miscellaneous
1 7 (7.61%) Analytical Skills
2 3 (3.26%) E-Learning
2 3 (3.26%) SCORM
2 3 (3.26%) Management Information System
3 2 (2.17%) Social Media
3 2 (2.17%) Reference Data
3 2 (2.17%) Replication
4 1 (1.09%) User Experience
4 1 (1.09%) Performance Metrics
Processes & Methodologies
1 46 (50.00%) Agile Software Development
2 33 (35.87%) UML
3 30 (32.61%) Use Case
4 21 (22.83%) Scrum
5 18 (19.57%) BPMN
6 16 (17.39%) SOA
7 12 (13.04%) OO
8 11 (11.96%) Workflow
8 11 (11.96%) User Stories
9 10 (10.87%) Process Management
10 9 (9.78%) TDD
10 9 (9.78%) ETL
10 9 (9.78%) Business Intelligence
11 8 (8.70%) Content Management
11 8 (8.70%) Stakeholder Management
12 7 (7.61%) Data Management
12 7 (7.61%) Systems Analysis
12 7 (7.61%) Data Architecture
13 6 (6.52%) CRM
13 6 (6.52%) Data Analysis
Programming Languages
1 24 (26.09%) Java
2 9 (9.78%) JavaScript
3 8 (8.70%) PL/SQL
4 7 (7.61%) SQL
5 2 (2.17%) XPath
6 1 (1.09%) ABAP
Quality Assurance & Compliance
1 1 (1.09%) Data Quality
System Software
1 2 (2.17%) Oracle RMAN
Systems Management
1 2 (2.17%) Data Guard
Vendors
1 33 (35.87%) Oracle
2 5 (5.43%) Informatica
3 4 (4.35%) Teradata
4 3 (3.26%) PeopleSoft
4 3 (3.26%) SAP
5 2 (2.17%) Cognos
5 2 (2.17%) Sybase
6 1 (1.09%) Ab Initio
6 1 (1.09%) Business Objects
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