The table below looks at the statistics 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 16 September 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
16 Sep 2014
Same period 2013 Same period 2012
Data Modeling
Rank 86 37 65
Rank change year-on-year
-49 +28
Permanent jobs citing Data Modelling 23 68 29
As % of all permanent IT jobs located in Edinburgh 1.55% 5.46% 2.37%
As % of the Processes & Methodologies category 1.86% 6.42% 2.91%
Number of salaries quoted 11 35 28
Average salary £40,000 £55,500 £50,000
Average salary % change year-on-year
-27.92% +11.00%
90% offered a salary of more than £37,500 £50,000 £39,750
10% offered a salary of more than £48,000 £60,000 £60,000
UK excluding London average salary £45,000 £45,000 £47,500
% change year-on-year
- -5.26%
Data Modelling
Scotland

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

Processes & Methodologies Category
Edinburgh
Permanent IT job ads with a match in the
Processes & Methodologies category
1234 1060 996
As % of all permanent IT jobs located in Edinburgh 82.93% 85.14% 81.44%
Number of salaries quoted 835 665 705
Average salary £40,500 £46,500 £42,500
Average salary % change year-on-year
-12.90% +9.41%
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £57,650 £60,000 £60,000
UK excluding London average salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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 16 September 2014.

Data Modelling Salary Histogram in Edinburgh

Data Modelling
Top 30 Related IT Skills in Edinburgh

For the 6 months to 16 September 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 39 (58.21%) SQL
2 22 (32.84%) SQL Server
3 20 (29.85%) Agile Software Development
4 19 (28.36%) Finance
4 19 (28.36%) Oracle
5 15 (22.39%) Microsoft
6 14 (20.90%) ETL
6 14 (20.90%) UML
6 14 (20.90%) Data Management
7 13 (19.40%) Master Data Management
8 12 (17.91%) Relational Database
8 12 (17.91%) SAP
9 11 (16.42%) .NET
9 11 (16.42%) C#
9 11 (16.42%) Business Analysis
10 10 (14.93%) Data Quality
10 10 (14.93%) T-SQL
10 10 (14.93%) XML
10 10 (14.93%) RDBMS
11 9 (13.43%) Data Warehouse
11 9 (13.43%) Fidessa
11 9 (13.43%) ITIL
11 9 (13.43%) JavaScript
11 9 (13.43%) PL/SQL
11 9 (13.43%) Requirements Analysis
11 9 (13.43%) Systems Analysis
11 9 (13.43%) TDD
11 9 (13.43%) Migration
11 9 (13.43%) Markit EDM
11 9 (13.43%) Data Migration

Data Modelling
Top Related IT Skills in Edinburgh by Category

For the 6 months to 16 September 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 (10.45%) BizTalk Server
1 7 (10.45%) IIS
2 1 (1.49%) SAS
2 1 (1.49%) Apache
2 1 (1.49%) Alfresco
2 1 (1.49%) CMS
2 1 (1.49%) Sitecore CMS
Applications
1 5 (7.46%) MS Excel
1 5 (7.46%) Spreadsheet
2 1 (1.49%) MS Visio
Business Applications
1 9 (13.43%) Markit EDM
2 8 (11.94%) Oracle EBS
2 8 (11.94%) Dynamics AX
3 1 (1.49%) Google Analytics
Database & Business Intelligence
1 22 (32.84%) SQL Server
2 12 (17.91%) Relational Database
3 10 (14.93%) RDBMS
4 9 (13.43%) Data Warehouse
5 8 (11.94%) Pentaho
6 7 (10.45%) SQL Server Integration Services
7 4 (5.97%) SQL Server 2012
7 4 (5.97%) SQL Server 2008
8 3 (4.48%) PowerCenter
9 2 (2.99%) Oracle Database
10 1 (1.49%) OLAP
10 1 (1.49%) MySQL
Development Applications
1 8 (11.94%) Talend Open Studio
2 5 (7.46%) ERwin
3 2 (2.99%) Subversion
3 2 (2.99%) PowerDesigner
4 1 (1.49%) Mercurial
4 1 (1.49%) Team Foundation Server
General
1 19 (28.36%) Finance
2 8 (11.94%) Billing
3 7 (10.45%) Banking
4 4 (5.97%) Retail
5 3 (4.48%) Aerospace
6 2 (2.99%) Front Office
7 1 (1.49%) Retail Banking
7 1 (1.49%) Investment Banking
7 1 (1.49%) Publishing
Job Titles
1 33 (49.25%) Analyst
2 17 (25.37%) Business Analyst
3 16 (23.88%) Architect
4 13 (19.40%) Developer
5 11 (16.42%) Senior Architect
6 10 (14.93%) Applications Support
7 9 (13.43%) Support Analyst
7 9 (13.43%) Data Modeller
7 9 (13.43%) Applications Support Analyst
8 7 (10.45%) Senior .NET Architect
8 7 (10.45%) .NET Architect
8 7 (10.45%) ETL Developer
9 4 (5.97%) Agile Business Analyst
9 4 (5.97%) Technical Analyst
9 4 (5.97%) Data Architect
10 3 (4.48%) Insurance Business Analyst
11 2 (2.99%) MI Developer
11 2 (2.99%) Change Analyst
11 2 (2.99%) MI Analyst
11 2 (2.99%) Information Architect
Libraries, Frameworks & Software Standards
1 11 (16.42%) .NET
2 10 (14.93%) XML
3 7 (10.45%) ASP.NET
4 6 (8.96%) XSLT
5 5 (7.46%) CSS
5 5 (7.46%) HTML
6 3 (4.48%) ODBC
7 1 (1.49%) Middleware
7 1 (1.49%) XSL
7 1 (1.49%) jQuery
7 1 (1.49%) Spring
7 1 (1.49%) Twitter Bootstrap
7 1 (1.49%) CSS3
7 1 (1.49%) HTML5
7 1 (1.49%) Backbone.js
Miscellaneous
1 8 (11.94%) Data Extraction
2 4 (5.97%) Management Information System
3 1 (1.49%) Computer Science
3 1 (1.49%) Equities
3 1 (1.49%) Analytical Skills
3 1 (1.49%) Open Source
3 1 (1.49%) Hedge funds
Operating Systems
1 2 (2.99%) Linux
2 1 (1.49%) UNIX
2 1 (1.49%) Windows
2 1 (1.49%) Windows 7
Processes & Methodologies
1 20 (29.85%) Agile Software Development
2 14 (20.90%) ETL
2 14 (20.90%) UML
2 14 (20.90%) Data Management
3 13 (19.40%) Master Data Management
4 11 (16.42%) Business Analysis
5 9 (13.43%) ITIL
5 9 (13.43%) Requirements Analysis
5 9 (13.43%) Systems Analysis
5 9 (13.43%) TDD
5 9 (13.43%) Migration
5 9 (13.43%) Data Migration
6 8 (11.94%) Stakeholder Management
6 8 (11.94%) Scrum
6 8 (11.94%) Project Management
6 8 (11.94%) ERP
7 7 (10.45%) SOA
7 7 (10.45%) OOA/OOD
7 7 (10.45%) Asset Management
7 7 (10.45%) BDD
Programming Languages
1 39 (58.21%) SQL
2 11 (16.42%) C#
3 10 (14.93%) T-SQL
4 9 (13.43%) JavaScript
4 9 (13.43%) PL/SQL
5 5 (7.46%) C
6 3 (4.48%) Java
7 2 (2.99%) C++
8 1 (1.49%) PHP
Qualifications
1 4 (5.97%) Degree
2 1 (1.49%) ITIL Certification
2 1 (1.49%) PMP
2 1 (1.49%) PMI Certification
2 1 (1.49%) MBA
Quality Assurance & Compliance
1 10 (14.93%) Data Quality
2 3 (4.48%) QA
3 1 (1.49%) SLA
Vendors
1 19 (28.36%) Oracle
2 15 (22.39%) Microsoft
3 12 (17.91%) SAP
4 9 (13.43%) Fidessa
5 8 (11.94%) Talend
5 8 (11.94%) thinkFolio
6 7 (10.45%) Bloomberg
7 4 (5.97%) Informatica
8 1 (1.49%) IBM
8 1 (1.49%) Google
8 1 (1.49%) Teradata
8 1 (1.49%) Sitecore
8 1 (1.49%) Twitter
Edinburgh, Midlothian
Stanton House
Posted: 7 days ago