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 31 July 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 Edinburgh region.

Location
3 months to
31 Jul 2014
Same period 2013 Same period 2012
Data Modeling
Rank 73 45 70
Rank change year-on-year
-28 +25
Permanent jobs citing Data Modelling 32 49 18
As % of all permanent IT jobs located in Edinburgh 2.17% 4.06% 1.56%
As % of the Processes & Methodologies category 2.61% 4.79% 2.00%
Number of salaries quoted 19 25 17
Average salary £64,000 £54,000 £50,000
Average salary % change year-on-year
+18.51% +8.00%
90% offered a salary of more than £37,500 £39,500 £27,500
10% offered a salary of more than £71,000 £57,100 £60,000
UK excluding London average salary £45,000 £45,000 £45,000
Processes & Methodologies Category
Edinburgh
Permanent IT job ads with a match in the
Processes & Methodologies category
1228 1023 902
As % of all permanent IT jobs located in Edinburgh 83.20% 84.76% 78.23%
Number of salaries quoted 810 638 615
Average salary £42,500 £45,000 £40,000
Average salary % change year-on-year
-5.55% +12.50%
90% offered a salary of more than £30,000 £30,000 £29,000
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London average salary £42,500 £40,500 £40,000
% change year-on-year
+4.93% +1.25%
Data Modelling
Scotland

Data Modelling
Jobs Demand Trend in Edinburgh

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.

Data Modelling Jobs Demand Trend in Edinburgh

Data Modelling
Salary Trend in Edinburgh

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

Data Modelling Salary Trend in Edinburgh

Data Modelling
Salary Histogram in Edinburgh

This chart provides a salary histogram for IT jobs citing Data Modelling across the Edinburgh region over the 3 months to 31 July 2014.

Data Modelling Salary Histogram in Edinburgh

Data Modelling
Top 30 Related IT Skills in Edinburgh

For the 6 months to 31 July 2014, 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 35 (44.30%) SQL
2 28 (35.44%) SQL Server
3 26 (32.91%) ETL
4 24 (30.38%) Finance
4 24 (30.38%) Agile Software Development
5 23 (29.11%) Data Management
5 23 (29.11%) Oracle
6 22 (27.85%) Master Data Management
7 17 (21.52%) UML
8 15 (18.99%) Migration
8 15 (18.99%) Data Migration
9 14 (17.72%) Relational Database
9 14 (17.72%) SAP
10 13 (16.46%) Stakeholder Management
10 13 (16.46%) Data Quality
10 13 (16.46%) Pentaho
11 12 (15.19%) Data Warehouse
11 12 (15.19%) Microsoft
12 11 (13.92%) Business Intelligence
12 11 (13.92%) RDBMS
12 11 (13.92%) .NET
12 11 (13.92%) C#
12 11 (13.92%) JavaScript
13 10 (12.66%) Project Management
13 10 (12.66%) User Stories
14 9 (11.39%) Talend
14 9 (11.39%) Analytics
14 9 (11.39%) Talend Open Studio
14 9 (11.39%) Data Extraction
14 9 (11.39%) Dynamics AX

Data Modelling
Top Related IT Skills in Edinburgh by Category

For the 6 months to 31 July 2014, 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 Platforms
1 7 (8.86%) IIS
1 7 (8.86%) BizTalk Server
2 2 (2.53%) SAS
3 1 (1.27%) Sitecore CMS
3 1 (1.27%) Alfresco
3 1 (1.27%) CMS
3 1 (1.27%) Apache
Applications
1 6 (7.59%) MS Visio
2 2 (2.53%) MS Excel
3 1 (1.27%) Spreadsheet
Business Applications
1 9 (11.39%) Dynamics AX
1 9 (11.39%) Oracle EBS
2 5 (6.33%) Markit EDM
3 1 (1.27%) Google Analytics
3 1 (1.27%) Cognos TM1
Communications & Networking
1 1 (1.27%) LDAP
Database & Business Intelligence
1 28 (35.44%) SQL Server
2 14 (17.72%) Relational Database
3 13 (16.46%) Pentaho
4 12 (15.19%) Data Warehouse
5 11 (13.92%) RDBMS
6 8 (10.13%) OLAP
6 8 (10.13%) SQL Server Integration Services
7 7 (8.86%) PowerCenter
8 4 (5.06%) Spotfire
8 4 (5.06%) Oracle OLAP
8 4 (5.06%) QlikView
8 4 (5.06%) SQL Server 2008
8 4 (5.06%) Hadoop
8 4 (5.06%) Big Data
8 4 (5.06%) SQL Server 2012
9 3 (3.80%) MySQL
10 2 (2.53%) Oracle Database
11 1 (1.27%) PerformancePoint
11 1 (1.27%) SQL Server Analysis Services
11 1 (1.27%) Microsoft Analysis Services
Development Applications
1 9 (11.39%) Talend Open Studio
2 6 (7.59%) ERwin
3 1 (1.27%) Mercurial
3 1 (1.27%) Team Foundation Server
3 1 (1.27%) Maven
3 1 (1.27%) CruiseControl
3 1 (1.27%) Subversion
3 1 (1.27%) Ant
3 1 (1.27%) JUnit
3 1 (1.27%) PowerDesigner
General
1 24 (30.38%) Finance
2 8 (10.13%) Billing
3 7 (8.86%) Banking
4 4 (5.06%) Aerospace
5 3 (3.80%) Retail
6 2 (2.53%) Front Office
7 1 (1.27%) Retail Banking
7 1 (1.27%) Investment Banking
Job Titles
1 31 (39.24%) Analyst
2 22 (27.85%) Architect
3 18 (22.78%) Business Analyst
3 18 (22.78%) Developer
4 14 (17.72%) Senior Architect
5 8 (10.13%) Data Modeller
5 8 (10.13%) ETL Developer
6 7 (8.86%) Senior .NET Architect
6 7 (8.86%) .NET Architect
7 6 (7.59%) Applications Support Analyst
7 6 (7.59%) Support Analyst
7 6 (7.59%) Applications Support
8 5 (6.33%) Consultant
8 5 (6.33%) Data Architect
9 4 (5.06%) Technical Analyst
9 4 (5.06%) Business Consultant
9 4 (5.06%) Business Intelligence Consultant
9 4 (5.06%) Information Architect
9 4 (5.06%) Agile Business Analyst
10 3 (3.80%) Senior Developer
Libraries, Frameworks & Software Standards
1 11 (13.92%) .NET
2 7 (8.86%) HTML
2 7 (8.86%) ASP.NET
2 7 (8.86%) CSS
3 6 (7.59%) XML
4 3 (3.80%) ODBC
5 2 (2.53%) XSLT
6 1 (1.27%) Twitter Bootstrap
6 1 (1.27%) HTML5
6 1 (1.27%) CSS3
6 1 (1.27%) Backbone.js
6 1 (1.27%) jQuery
6 1 (1.27%) JSTL
6 1 (1.27%) Hibernate
6 1 (1.27%) Spring
6 1 (1.27%) J2EE
6 1 (1.27%) XSL
6 1 (1.27%) JDBC
6 1 (1.27%) JSP
6 1 (1.27%) Servlets
Miscellaneous
1 9 (11.39%) Data Extraction
2 5 (6.33%) Management Information System
3 4 (5.06%) Visualisation
3 4 (5.06%) Data Integration
3 4 (5.06%) Data Conversion
4 1 (1.27%) Open Source
Operating Systems
1 1 (1.27%) Windows 7
1 1 (1.27%) Windows
1 1 (1.27%) Linux
Processes & Methodologies
1 26 (32.91%) ETL
2 24 (30.38%) Agile Software Development
3 23 (29.11%) Data Management
4 22 (27.85%) Master Data Management
5 17 (21.52%) UML
6 15 (18.99%) Migration
6 15 (18.99%) Data Migration
7 13 (16.46%) Stakeholder Management
8 11 (13.92%) Business Intelligence
9 10 (12.66%) Project Management
9 10 (12.66%) User Stories
10 9 (11.39%) Analytics
10 9 (11.39%) Scrum
10 9 (11.39%) TDD
10 9 (11.39%) ERP
11 8 (10.13%) Use Case
11 8 (10.13%) Data Architecture
12 7 (8.86%) Domain-Driven Design
12 7 (8.86%) BDD
12 7 (8.86%) Business Analysis
Programming Languages
1 35 (44.30%) SQL
2 11 (13.92%) C#
2 11 (13.92%) JavaScript
3 9 (11.39%) PL/SQL
4 6 (7.59%) T-SQL
5 4 (5.06%) Java
5 4 (5.06%) C
6 2 (2.53%) PHP
7 1 (1.27%) C++
Qualifications
1 3 (3.80%) Degree
2 2 (2.53%) PMP
2 2 (2.53%) PMI Certification
3 1 (1.27%) Security Cleared
3 1 (1.27%) MCITP
3 1 (1.27%) MBA
3 1 (1.27%) Microsoft Certification
3 1 (1.27%) ITIL Certification
Quality Assurance & Compliance
1 13 (16.46%) Data Quality
2 1 (1.27%) QA
2 1 (1.27%) SLA
System Software
1 1 (1.27%) Active Directory
1 1 (1.27%) Tivoli Workload Scheduler
Systems Management
1 1 (1.27%) Tivoli
Vendors
1 23 (29.11%) Oracle
2 14 (17.72%) SAP
3 12 (15.19%) Microsoft
4 9 (11.39%) Talend
4 9 (11.39%) Informatica
5 6 (7.59%) Teradata
6 5 (6.33%) Fidessa
7 4 (5.06%) thinkFolio
7 4 (5.06%) Netezza
7 4 (5.06%) Tableau
8 3 (3.80%) IBM
8 3 (3.80%) Bloomberg
9 1 (1.27%) Sitecore
9 1 (1.27%) Twitter
9 1 (1.27%) Google
9 1 (1.27%) Cognos
Edinburgh, Midlothian
Tomorrow People
Salary: From £35,000 to £65,000 per annum Competitive Salary and Excellent Ben
Posted: 5 days ago