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 11 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
11 Jul 2014
Same period 2013 Same period 2012
Data Modeling
Rank 81 54 70
Rank change year-on-year
-27 +16
Permanent jobs citing Data Modelling 29 42 18
As % of all permanent IT jobs located in Edinburgh 1.94% 3.60% 1.51%
As % of the Processes & Methodologies category 2.31% 4.33% 1.92%
Number of salaries quoted 18 19 17
Average salary £70,000 £53,000 £42,500
Average salary % change year-on-year
+32.07% +24.70%
90% offered a salary of more than £37,500 £37,500 £31,818
10% offered a salary of more than £76,500 £56,700 £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
1258 971 939
As % of all permanent IT jobs located in Edinburgh 84.03% 83.28% 78.71%
Number of salaries quoted 830 594 629
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 £27,500
10% offered a salary of more than £60,000 £65,000 £57,500
UK excluding London average salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -
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 11 July 2014.

Data Modelling Salary Histogram in Edinburgh

Data Modelling
Top 30 Related IT Skills in Edinburgh

For the 6 months to 11 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 34 (41.98%) SQL
2 30 (37.04%) SQL Server
3 29 (35.80%) ETL
4 26 (32.10%) Agile Software Development
4 26 (32.10%) Data Management
5 25 (30.86%) Oracle
5 25 (30.86%) Master Data Management
6 23 (28.40%) Finance
7 20 (24.69%) UML
8 19 (23.46%) Migration
8 19 (23.46%) Data Migration
9 16 (19.75%) Data Quality
10 15 (18.52%) Pentaho
10 15 (18.52%) Relational Database
10 15 (18.52%) SAP
11 14 (17.28%) Stakeholder Management
12 13 (16.05%) User Stories
12 13 (16.05%) Data Warehouse
12 13 (16.05%) Business Intelligence
13 12 (14.81%) RDBMS
13 12 (14.81%) Project Management
14 11 (13.58%) Microsoft
14 11 (13.58%) .NET
14 11 (13.58%) C#
14 11 (13.58%) JavaScript
15 10 (12.35%) PL/SQL
15 10 (12.35%) ERP
15 10 (12.35%) Oracle EBS
15 10 (12.35%) Talend
15 10 (12.35%) Analytics

Data Modelling
Top Related IT Skills in Edinburgh by Category

For the 6 months to 11 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 (8.64%) BizTalk Server
1 7 (8.64%) IIS
2 2 (2.47%) SAS
3 1 (1.23%) Apache
3 1 (1.23%) CMS
3 1 (1.23%) Alfresco
3 1 (1.23%) Sitecore CMS
Applications
1 9 (11.11%) MS Visio
2 1 (1.23%) MS Excel
Business Applications
1 10 (12.35%) Oracle EBS
1 10 (12.35%) Dynamics AX
2 4 (4.94%) Markit EDM
3 1 (1.23%) Google Analytics
3 1 (1.23%) Cognos TM1
Communications & Networking
1 1 (1.23%) LDAP
Database & Business Intelligence
1 30 (37.04%) SQL Server
2 15 (18.52%) Pentaho
2 15 (18.52%) Relational Database
3 13 (16.05%) Data Warehouse
4 12 (14.81%) RDBMS
5 9 (11.11%) OLAP
6 8 (9.88%) SQL Server Integration Services
7 7 (8.64%) PowerCenter
8 5 (6.17%) Spotfire
8 5 (6.17%) Oracle OLAP
8 5 (6.17%) QlikView
8 5 (6.17%) Hadoop
8 5 (6.17%) Big Data
9 4 (4.94%) SQL Server 2012
9 4 (4.94%) SQL Server 2008
10 3 (3.70%) MySQL
11 2 (2.47%) Oracle Database
12 1 (1.23%) PerformancePoint
12 1 (1.23%) SQL Server Analysis Services
12 1 (1.23%) Microsoft Analysis Services
Development Applications
1 10 (12.35%) Talend Open Studio
2 7 (8.64%) ERwin
3 1 (1.23%) CruiseControl
3 1 (1.23%) Subversion
3 1 (1.23%) Maven
3 1 (1.23%) Team Foundation Server
3 1 (1.23%) Mercurial
3 1 (1.23%) Ant
3 1 (1.23%) JUnit
3 1 (1.23%) PowerDesigner
General
1 23 (28.40%) Finance
2 8 (9.88%) Billing
3 6 (7.41%) Banking
4 4 (4.94%) Aerospace
5 2 (2.47%) Retail
5 2 (2.47%) Front Office
5 2 (2.47%) Retail Banking
6 1 (1.23%) Investment Banking
Job Titles
1 29 (35.80%) Analyst
2 23 (28.40%) Architect
3 19 (23.46%) Developer
4 17 (20.99%) Business Analyst
5 14 (17.28%) Senior Architect
6 9 (11.11%) ETL Developer
7 8 (9.88%) Data Modeller
8 7 (8.64%) Senior .NET Architect
8 7 (8.64%) .NET Architect
9 6 (7.41%) Consultant
10 5 (6.17%) Data Architect
10 5 (6.17%) Business Intelligence Consultant
10 5 (6.17%) Information Architect
10 5 (6.17%) Business Consultant
10 5 (6.17%) Agile Business Analyst
11 4 (4.94%) Applications Support Analyst
11 4 (4.94%) Technical Analyst
11 4 (4.94%) Support Analyst
11 4 (4.94%) Applications Support
12 3 (3.70%) Senior Business Analyst
Libraries, Frameworks & Software Standards
1 11 (13.58%) .NET
2 7 (8.64%) ASP.NET
2 7 (8.64%) CSS
2 7 (8.64%) HTML
3 5 (6.17%) XML
4 3 (3.70%) ODBC
5 1 (1.23%) JMS
5 1 (1.23%) Java RMI
5 1 (1.23%) Middleware
5 1 (1.23%) Hibernate
5 1 (1.23%) Spring
5 1 (1.23%) JSTL
5 1 (1.23%) jQuery
5 1 (1.23%) HTML5
5 1 (1.23%) CSS3
5 1 (1.23%) Backbone.js
5 1 (1.23%) Twitter Bootstrap
5 1 (1.23%) XSL
5 1 (1.23%) XSLT
5 1 (1.23%) J2EE
Miscellaneous
1 10 (12.35%) Data Extraction
2 5 (6.17%) Data Integration
2 5 (6.17%) Visualisation
2 5 (6.17%) Management Information System
2 5 (6.17%) Data Conversion
3 1 (1.23%) Open Source
Operating Systems
1 1 (1.23%) Windows
1 1 (1.23%) Linux
1 1 (1.23%) Windows 7
Processes & Methodologies
1 29 (35.80%) ETL
2 26 (32.10%) Agile Software Development
2 26 (32.10%) Data Management
3 25 (30.86%) Master Data Management
4 20 (24.69%) UML
5 19 (23.46%) Migration
5 19 (23.46%) Data Migration
6 14 (17.28%) Stakeholder Management
7 13 (16.05%) Business Intelligence
7 13 (16.05%) User Stories
8 12 (14.81%) Project Management
9 10 (12.35%) ERP
9 10 (12.35%) Content Management
9 10 (12.35%) Analytics
10 9 (11.11%) Data Architecture
10 9 (11.11%) Use Case
10 9 (11.11%) BPMN
10 9 (11.11%) Document Management
10 9 (11.11%) Scrum
10 9 (11.11%) Workflow
Programming Languages
1 34 (41.98%) SQL
2 11 (13.58%) JavaScript
2 11 (13.58%) C#
3 10 (12.35%) PL/SQL
4 4 (4.94%) Java
4 4 (4.94%) T-SQL
5 2 (2.47%) PHP
5 2 (2.47%) C
6 1 (1.23%) C++
Qualifications
1 3 (3.70%) Degree
2 2 (2.47%) PMP
2 2 (2.47%) PMI Certification
3 1 (1.23%) MBA
3 1 (1.23%) MCITP
3 1 (1.23%) Security Cleared
3 1 (1.23%) Microsoft Certification
3 1 (1.23%) ITIL Certification
Quality Assurance & Compliance
1 16 (19.75%) Data Quality
2 1 (1.23%) SLA
2 1 (1.23%) QA
System Software
1 1 (1.23%) Active Directory
1 1 (1.23%) Tivoli Workload Scheduler
Systems Management
1 1 (1.23%) Tivoli
Vendors
1 25 (30.86%) Oracle
2 15 (18.52%) SAP
3 11 (13.58%) Microsoft
4 10 (12.35%) Talend
5 9 (11.11%) Informatica
6 7 (8.64%) Teradata
7 5 (6.17%) Netezza
7 5 (6.17%) Tableau
8 4 (4.94%) Fidessa
9 3 (3.70%) thinkFolio
9 3 (3.70%) IBM
10 2 (2.47%) Bloomberg
11 1 (1.23%) Google
11 1 (1.23%) Cognos
11 1 (1.23%) Sitecore
11 1 (1.23%) Twitter
Edinburgh, Midlothian
Tomorrow People
Salary: From £35,000 to £65,000 per annum Competitive Salary and Excellent Ben
Posted: 6 hours ago