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 30 July 2015 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 Jul 2015
Same period 2014 Same period 2013
Data Modeling
Rank 58 36 43
Rank change year-on-year
-22 +7
Contract jobs citing Data Modelling 34 54 24
As % of all contract IT jobs located in Edinburgh 2.12% 4.22% 2.35%
As % of the Processes & Methodologies category 2.66% 5.46% 3.16%
Number of daily rates quoted 16 26 11
Average daily rate
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£378 £431 £350
Average daily rate % change year-on-year
-12.46% +23.21%
UK excluding London average daily rate £425 £413 £400
% change year-on-year
+3.03% +3.12%
Number of hourly rates quoted 0 0 0
Average hourly rate - - -
UK excluding London average hourly rate £42.00 £22.69 £37.80
% change year-on-year
+85.08% -39.96%
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
1276 989 759
As % of all contract IT jobs located in Edinburgh 79.45% 77.27% 74.27%
Number of daily rates quoted 661 582 365
Average daily rate £375 £400 £400
Average daily rate % change year-on-year
-6.25% -
90% offered a daily rate of more than £275 £269 £275
10% offered a daily rate of more than £500 £525 £530
UK excluding London average daily rate £388 £375 £375
% change year-on-year
+3.33% -
Number of hourly rates quoted 9 12 15
Average hourly rate £16.50 £18.00 £20.50
Average hourly rate % change year-on-year
-8.33% -12.19%
90% offered a hourly rate of more than £12.35 £12.00 £11.00
10% offered a hourly rate of more than £42.50 £22.05 £33.00
UK excluding London average hourly rate £30.00 £26.50 £31.00
% change year-on-year
+13.20% -14.51%

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 30 July 2015.

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 30 July 2015, 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 32 (41.03%) Oracle
2 31 (39.74%) Finance
2 31 (39.74%) Banking
3 29 (37.18%) SQL
4 26 (33.33%) Data Analysis
5 21 (26.92%) UML
6 16 (20.51%) ETL
7 15 (19.23%) Agile Software Development
8 14 (17.95%) Use Case
9 13 (16.67%) Project Management
9 13 (16.67%) Java
9 13 (16.67%) SQL Server
9 13 (16.67%) Oracle Database
9 13 (16.67%) Logical Data Model
10 12 (15.38%) Analytical Skills
10 12 (15.38%) Data Integration
10 12 (15.38%) ERwin
11 11 (14.10%) Informatica
11 11 (14.10%) SAS
11 11 (14.10%) PL/SQL
11 11 (14.10%) OO
11 11 (14.10%) Data Quality
12 10 (12.82%) UNIX
12 10 (12.82%) PowerCenter
12 10 (12.82%) Degree
12 10 (12.82%) Migration
13 9 (11.54%) Retail
13 9 (11.54%) Credit Risk
13 9 (11.54%) Business Analysis
13 9 (11.54%) SOA

Data Modelling
Top Related IT Skills in Edinburgh by Category

For the 6 months to 30 July 2015, 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 11 (14.10%) SAS
2 4 (5.13%) JBoss
3 3 (3.85%) Oracle Spatial
4 2 (2.56%) WebLogic
4 2 (2.56%) PowerExchange
5 1 (1.28%) SharePoint
Applications
1 4 (5.13%) MS Excel
1 4 (5.13%) MS Visio
2 1 (1.28%) MS Office
Business Applications
1 2 (2.56%) Markit EDM
2 1 (1.28%) Oracle BPM
Cloud Services
1 3 (3.85%) Google Analytics
Database & Business Intelligence
1 13 (16.67%) SQL Server
1 13 (16.67%) Oracle Database
2 10 (12.82%) PowerCenter
3 7 (8.97%) MS Access
3 7 (8.97%) Data Warehouse
3 7 (8.97%) Relational Database
4 4 (5.13%) SQL Server Integration Services
5 3 (3.85%) Oracle Database 11g
5 3 (3.85%) SQL Server 2012
5 3 (3.85%) SQL Server Reporting Services
6 2 (2.56%) Oracle Reports
6 2 (2.56%) Oracle Database 12c
7 1 (1.28%) SQL Server Analysis Services
7 1 (1.28%) SQL Server 2005
7 1 (1.28%) Data Mining
7 1 (1.28%) Oracle Database 10g
Development Applications
1 12 (15.38%) ERwin
2 5 (6.41%) Toad
3 4 (5.13%) PowerDesigner
4 3 (3.85%) Oracle APEX
4 3 (3.85%) Team Foundation Server
4 3 (3.85%) Visual Studio
5 2 (2.56%) Oracle Forms
6 1 (1.28%) JDeveloper
General
1 31 (39.74%) Banking
1 31 (39.74%) Finance
2 9 (11.54%) Retail
3 2 (2.56%) Investment Banking
4 1 (1.28%) Retail Banking
4 1 (1.28%) Law
4 1 (1.28%) Advertising
4 1 (1.28%) Financial Institution
Job Titles
1 33 (42.31%) Analyst
2 20 (25.64%) Architect
3 18 (23.08%) Developer
4 15 (19.23%) Business Analyst
5 10 (12.82%) Solutions Architect
5 10 (12.82%) Data Analyst
6 9 (11.54%) Credit Risk Analyst
7 8 (10.26%) SAS Analyst
8 7 (8.97%) ETL Architect
9 6 (7.69%) SQL Developer
9 6 (7.69%) Oracle Developer
10 5 (6.41%) PL/SQL Developer
10 5 (6.41%) Database Developer
10 5 (6.41%) Data Modeller
11 4 (5.13%) Oracle Database Developer
12 3 (3.85%) UML Business Analyst
13 2 (2.56%) Banking Business Analyst
13 2 (2.56%) Risk Analyst
13 2 (2.56%) Credit Analyst
13 2 (2.56%) Senior Analyst
Libraries, Frameworks & Software Standards
1 9 (11.54%) JPA
2 4 (5.13%) Apache CXF
3 3 (3.85%) Drools
3 3 (3.85%) HTML
3 3 (3.85%) CSS
3 3 (3.85%) Web Services
3 3 (3.85%) Hibernate
3 3 (3.85%) JSF
4 2 (2.56%) XML
4 2 (2.56%) SOAP
4 2 (2.56%) .NET
5 1 (1.28%) ASP.NET
5 1 (1.28%) XSD
5 1 (1.28%) RichFaces
Miscellaneous
1 12 (15.38%) Data Integration
1 12 (15.38%) Analytical Skills
2 9 (11.54%) Credit Risk
3 4 (5.13%) Data Structures
4 2 (2.56%) GIS
5 1 (1.28%) Fixed Income
5 1 (1.28%) Equities
5 1 (1.28%) VSAM
5 1 (1.28%) Derivative
5 1 (1.28%) Computer Science
5 1 (1.28%) Data Centre
5 1 (1.28%) Foreign Exchange (FX)
5 1 (1.28%) Mainframe
Operating Systems
1 10 (12.82%) UNIX
2 3 (3.85%) Linux
3 2 (2.56%) Oracle Linux
Processes & Methodologies
1 26 (33.33%) Data Analysis
2 21 (26.92%) UML
3 16 (20.51%) ETL
4 15 (19.23%) Agile Software Development
5 14 (17.95%) Use Case
6 13 (16.67%) Project Management
6 13 (16.67%) Logical Data Model
7 11 (14.10%) OO
8 10 (12.82%) Migration
9 9 (11.54%) SOA
9 9 (11.54%) Business Analysis
10 8 (10.26%) Scrum
11 7 (8.97%) Data Management
11 7 (8.97%) ETL Development
12 6 (7.69%) Data Migration
13 5 (6.41%) BPMN
14 4 (5.13%) Content Management
14 4 (5.13%) Document Management
14 4 (5.13%) CRM
14 4 (5.13%) Process Management
Programming Languages
1 29 (37.18%) SQL
2 13 (16.67%) Java
3 11 (14.10%) PL/SQL
4 4 (5.13%) C#
5 3 (3.85%) JavaScript
6 2 (2.56%) T-SQL
7 1 (1.28%) VB.NET
7 1 (1.28%) VBA
7 1 (1.28%) C++
Qualifications
1 10 (12.82%) Degree
2 2 (2.56%) ISEB
Quality Assurance & Compliance
1 11 (14.10%) Data Quality
2 1 (1.28%) FATCA
2 1 (1.28%) EMIR
2 1 (1.28%) Dodd-Frank
2 1 (1.28%) QA
System Software
1 2 (2.56%) Oracle RAC
Vendors
1 32 (41.03%) Oracle
2 11 (14.10%) Informatica
3 7 (8.97%) CA
4 4 (5.13%) Microsoft
5 3 (3.85%) Google
5 3 (3.85%) Tableau
6 2 (2.56%) Teradata
7 1 (1.28%) GoldenSource
7 1 (1.28%) Charles River
7 1 (1.28%) Ab Initio
7 1 (1.28%) SAP
7 1 (1.28%) Twitter
7 1 (1.28%) Netezza
Edinburgh, Midlothian
Hydrogen Group
Posted: 2 days ago