The first table below looks at the demand for Data Modelling skills in IT jobs advertised for the Edinburgh region. Included is a guide to the average salaries offered in IT jobs that have cited Data Modelling over the 3 months to 17 May 2013 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.

Location
3 months to
17 May 2013
Same period 2012 Same period 2011
Data Modeling
Rank 68 69 65
Rank change year-on-year
+1 -4
Permanent jobs citing Data Modelling 24 24 36
As % of all permanent IT jobs located in Edinburgh 2.271% 1.791% 2.335%
As % of the Processes & Methodologies category 3.050% 2.487% 2.951%
Number of salaries quoted 11 21 21
Average salary £68,000 £35,000 £47,500
Average salary % change year-on-year
+94.28% -26.31%
UK excluding London average salary £45,000 £45,000 £46,250
% change year-on-year
- -2.70%
All Processes & Methodologies
Edinburgh
Permanent IT job ads with a match in the
Processes & Methodologies category
787 965 1220
As % of all permanent IT jobs located in Edinburgh 74.46% 72.01% 79.12%
Number of salaries quoted 463 681 859
Average salary £42,500 £40,000 £41,000
Average salary % change year-on-year
+6.25% -2.43%
90% offered a salary of more than £28,500 £27,500 £30,000
10% offered a salary of more than £61,700 £65,000 £62,500
UK excluding London average salary £40,000 £41,000 £40,000
% change year-on-year
-2.43% +2.50%
Data Modelling
Scotland

Data Modelling
Jobs Demand Trend

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

Edinburgh Data Modelling Jobs Demand Trend

Data Modelling
Salary Trend

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

Edinburgh Data Modelling Salary Trend

Data Modelling
Salary Histogram

This chart provides a salary histogram for IT jobs citing Data Modelling across the Edinburgh region over the 3 months to 17 May 2013.

Edinburgh Data Modelling Salary Histogram

Data Modelling
Top 30 Related IT Skills

For the 6 months to 17 May 2013, IT 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 IT job ads sampled that cited Data Modelling.

1 18 (43.90%) Business Intelligence
2 15 (36.59%) SQL Server
2 15 (36.59%) Finance
3 13 (31.71%) Oracle
4 11 (26.83%) Data Warehouse
4 11 (26.83%) Teradata
4 11 (26.83%) Agile Software Development
5 10 (24.39%) Banking
5 10 (24.39%) Degree
5 10 (24.39%) Microsoft
6 9 (21.95%) SQL Server Integration Services
6 9 (21.95%) Data Management
6 9 (21.95%) Analytics
7 8 (19.51%) Master Data Management
7 8 (19.51%) Metadata Management
7 8 (19.51%) NoSQL
7 8 (19.51%) Information Management
7 8 (19.51%) Computer Science
7 8 (19.51%) Continuous Integration
7 8 (19.51%) ETL
7 8 (19.51%) SQL
7 8 (19.51%) .NET
8 7 (17.07%) C#
8 7 (17.07%) UML
8 7 (17.07%) SAS
8 7 (17.07%) SOA
8 7 (17.07%) Data Mining
8 7 (17.07%) Management Information System
8 7 (17.07%) Informatica
8 7 (17.07%) Subversion

Data Modelling
Top Related IT Skills by Category

For the 6 months to 17 May 2013, IT 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 IT job ads sampled that cited Data Modelling. Up to 20 skills are shown per category.

Application Development
1 8 (19.51%) .NET
2 5 (12.20%) .NET Framework
2 5 (12.20%) ADO.NET Entity Framework
3 2 (4.878%) CGI
3 2 (4.878%) WPF
4 1 (2.439%) jQuery
4 1 (2.439%) Ext JS
4 1 (2.439%) Apache CXF
4 1 (2.439%) soapUI
4 1 (2.439%) SOAP
4 1 (2.439%) Web Services
4 1 (2.439%) XML
4 1 (2.439%) EDI
4 1 (2.439%) JMS
4 1 (2.439%) Middleware
Application Platforms
1 7 (17.07%) SAS
2 1 (2.439%) BizTalk Server
2 1 (2.439%) ESB
2 1 (2.439%) Mule
2 1 (2.439%) Apache
Applications
1 4 (9.756%) MS Excel
2 2 (4.878%) SPSS
Business Applications
1 2 (4.878%) Oracle Applications
2 1 (2.439%) Dynamics CRM
2 1 (2.439%) Oracle ERP
Database & Business Intelligence
1 15 (36.59%) SQL Server
2 11 (26.83%) Data Warehouse
3 9 (21.95%) SQL Server Integration Services
4 8 (19.51%) NoSQL
5 7 (17.07%) SQL Server 2012
5 7 (17.07%) Oracle BI EE
5 7 (17.07%) SQL Server 2008
5 7 (17.07%) Data Mining
6 6 (14.63%) SQL Server Reporting Services
7 5 (12.20%) SQL Server Analysis Services
8 4 (9.756%) Microsoft Analysis Services
9 3 (7.317%) Oracle 10g
10 2 (4.878%) BusinessObjects
10 2 (4.878%) DataStage
10 2 (4.878%) OLAP
10 2 (4.878%) Pentaho
10 2 (4.878%) Hadoop
10 2 (4.878%) Spotfire
10 2 (4.878%) Oracle OLAP
10 2 (4.878%) QlikView
Development Applications
1 7 (17.07%) Subversion
1 7 (17.07%) Team Foundation Server
2 5 (12.20%) Visual Studio
2 5 (12.20%) Git (software)
General
1 15 (36.59%) Finance
2 10 (24.39%) Banking
3 5 (12.20%) Retail
4 2 (4.878%) Telecoms
5 1 (2.439%) Publishing
5 1 (2.439%) Retail Banking
5 1 (2.439%) Marketing
Job Titles
1 12 (29.27%) Developer
1 12 (29.27%) Analyst
2 9 (21.95%) Consultant
3 8 (19.51%) Architect
4 7 (17.07%) Senior Consultant
4 7 (17.07%) .NET Developer
4 7 (17.07%) Database Developer
5 6 (14.63%) Teradata Consultant
5 6 (14.63%) Senior Architect
6 5 (12.20%) Business Analyst
7 4 (9.756%) SQL Developer
7 4 (9.756%) Data Warehouse Analyst
8 3 (7.317%) Data Analyst
9 2 (4.878%) Senior Analyst
9 2 (4.878%) Integration Manager
9 2 (4.878%) Business Intelligence Consultant
9 2 (4.878%) .NET Architect
9 2 (4.878%) SQL Database Developer
9 2 (4.878%) Information Manager
9 2 (4.878%) Architecture Manager
Miscellaneous
1 8 (19.51%) Computer Science
2 7 (17.07%) Management Information System
3 5 (12.20%) Data Integration
4 2 (4.878%) Mainframe
4 2 (4.878%) Data Conversion
4 2 (4.878%) Taxonomies
4 2 (4.878%) Ontologies
5 1 (2.439%) Reference Data
5 1 (2.439%) Open Source
Operating Systems
1 1 (2.439%) UNIX
Processes & Methodologies
1 18 (43.90%) Business Intelligence
2 11 (26.83%) Agile Software Development
3 9 (21.95%) Data Management
3 9 (21.95%) Analytics
4 8 (19.51%) Master Data Management
4 8 (19.51%) Metadata Management
4 8 (19.51%) Information Management
4 8 (19.51%) Continuous Integration
4 8 (19.51%) ETL
5 7 (17.07%) SOA
5 7 (17.07%) UML
5 7 (17.07%) Scrum
5 7 (17.07%) Unit Testing
6 6 (14.63%) Change Management
7 5 (12.20%) Data Governance
7 5 (12.20%) Performance Testing
8 4 (9.756%) Data Architecture
8 4 (9.756%) Document Management
8 4 (9.756%) Content Management
9 3 (7.317%) Stakeholder Management
Programming Languages
1 8 (19.51%) SQL
2 7 (17.07%) C#
3 1 (2.439%) Java
3 1 (2.439%) JavaScript
3 1 (2.439%) PL/SQL
Qualifications
1 10 (24.39%) Degree
2 6 (14.63%) MCPD
3 4 (9.756%) MCDBA
3 4 (9.756%) Microsoft Certification
Quality Assurance & Compliance
1 6 (14.63%) Data Quality
2 2 (4.878%) QA
Vendors
1 13 (31.71%) Oracle
2 11 (26.83%) Teradata
3 10 (24.39%) Microsoft
4 7 (17.07%) Informatica
5 3 (7.317%) Business Objects
6 2 (4.878%) SAP
6 2 (4.878%) Cognos
6 2 (4.878%) IBM
6 2 (4.878%) MicroStrategy
6 2 (4.878%) Sybase
6 2 (4.878%) Netezza
6 2 (4.878%) DataFlux
6 2 (4.878%) Ab Initio
6 2 (4.878%) Tableau
7 1 (2.439%) Pega
7 1 (2.439%) Casewise
7 1 (2.439%) Pegasus
7 1 (2.439%) TIBCO
Edinburgh, Midlothian
Senior stakeholder management. Data modelling and data architecture design / implementation. Designing and Implementing Analytics solutions... Project management and business development... This is a unique opportunity for any consultant...
ANSON MCCADE
Salary: From £30,000 to £60,000 per annum plus attractive benefits and extensi
Posted: 14 May 2013
Edinburgh, Midlothian
Favoured Technical Skills: OLAP and Reporting : SAP BusinessObjects, Cognos, Microstrategy, OBIEE, SAS, Microsoft, Qlikview, Tableau, Spotfire, Pentaho... ETL and Data Cleansing : Informatica, IBM InfoSphere DataStage , AbInitio, Oracle, DataFlux,...
ANSON MCCADE
Salary: From £40,000 to £65,000 per annum with a number of fantastic additiona
Posted: 14 May 2013