The first table below looks at the prevalence of the term Visualisation in IT jobs advertised for the Edinburgh region. Included is a guide to the average salaries offered in IT jobs that have cited Visualisation over the 3 months to 24 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 terms in our Miscellaneous category for the Edinburgh region.

Location
3 months to
24 Jul 2014
Same period 2013 Same period 2012
Visualisation
Rank 87 81 82
Rank change year-on-year
-6 +1
Permanent jobs citing Visualisation 18 15 6
As % of all permanent IT jobs located in Edinburgh 1.20% 1.24% 0.51%
As % of the Miscellaneous category 3.79% 4.12% 1.70%
Number of salaries quoted 17 15 6
Average salary £34,500 £46,500 £35,000
Average salary % change year-on-year
-25.80% +32.85%
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -
Miscellaneous Category
Edinburgh
Permanent IT job ads with a match in the
Miscellaneous category
475 364 353
As % of all permanent IT jobs located in Edinburgh 31.62% 30.13% 30.15%
Number of salaries quoted 308 222 247
Average salary £40,000 £43,000 £40,000
Average salary % change year-on-year
-6.97% +7.50%
90% offered a salary of more than £27,000 £30,000 £24,900
10% offered a salary of more than £55,000 £65,000 £60,000
UK excluding London average salary £40,000 £40,000 £38,500
% change year-on-year
- +3.89%
Visualisation
Scotland

Visualisation
Jobs Demand Trend in Edinburgh

This chart provides a 3-month moving total of permanent IT jobs citing Visualisation across the Edinburgh region as a proportion of the total demand within the Miscellaneous category.

Visualisation Jobs Demand Trend in Edinburgh

Visualisation
Salary Trend in Edinburgh

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

Visualisation Salary Trend in Edinburgh

Visualisation
Salary Histogram in Edinburgh

This chart provides a salary histogram for IT jobs citing Visualisation across the Edinburgh region over the 3 months to 24 July 2014.

Visualisation Salary Histogram in Edinburgh

Visualisation
Top 30 Related IT Skills in Edinburgh

For the 6 months to 24 July 2014, IT jobs across the Edinburgh region citing Visualisation 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 Visualisation.

1 29 (69.05%) C#
2 26 (61.90%) .NET
2 26 (61.90%) Degree
3 23 (54.76%) WPF
4 21 (50.00%) OpenGL
5 20 (47.62%) Windows
5 20 (47.62%) Computer Science
5 20 (47.62%) Unit Testing
6 19 (45.24%) C++
7 18 (42.86%) OOP
7 18 (42.86%) Software Engineering
8 16 (38.10%) Subversion
8 16 (38.10%) Mathematics
8 16 (38.10%) Qt
8 16 (38.10%) Software Architecture
8 16 (38.10%) CUDA
8 16 (38.10%) Direct3D
8 16 (38.10%) 3D Visualisation
8 16 (38.10%) VC++
8 16 (38.10%) Ethernet
8 16 (38.10%) MFC
8 16 (38.10%) C
8 16 (38.10%) Visual Studio
8 16 (38.10%) STL
8 16 (38.10%) UNIX
8 16 (38.10%) Electronics
9 12 (28.57%) Analytics
10 11 (26.19%) SQL Server
11 10 (23.81%) TDD
12 9 (21.43%) Data Management

Visualisation
Top Related IT Skills in Edinburgh by Category

For the 6 months to 24 July 2014, IT jobs across the Edinburgh region citing Visualisation 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 Visualisation. Up to 20 skills are shown per category.

Application Platforms
1 4 (9.52%) SharePoint
2 2 (4.76%) CMS
2 2 (4.76%) Sitecore CMS
3 1 (2.38%) SAS
Applications
1 4 (9.52%) MS Excel
1 4 (9.52%) PowerPivot
2 1 (2.38%) SPSS
Cloud Services
1 4 (9.52%) Microsoft Azure
2 1 (2.38%) GitHub
Communications & Networking
1 16 (38.10%) Ethernet
2 3 (7.14%) Intrusion Detection
2 3 (7.14%) Firewall
Database & Business Intelligence
1 11 (26.19%) SQL Server
2 9 (21.43%) Spotfire
2 9 (21.43%) QlikView
3 5 (11.90%) Oracle OLAP
3 5 (11.90%) Hadoop
3 5 (11.90%) Pentaho
3 5 (11.90%) Big Data
3 5 (11.90%) OLAP
4 4 (9.52%) NoSQL
4 4 (9.52%) Azure SQL Database
4 4 (9.52%) PerformancePoint
4 4 (9.52%) SQL Server Analysis Services
4 4 (9.52%) Microsoft Analysis Services
4 4 (9.52%) SQL Server Reporting Services
5 2 (4.76%) SQL Server 2008
6 1 (2.38%) Relational Database
6 1 (2.38%) Oracle Discoverer
Development Applications
1 16 (38.10%) Subversion
1 16 (38.10%) Visual Studio
2 1 (2.38%) Oracle APEX
General
1 16 (38.10%) Electronics
2 6 (14.29%) Games
3 5 (11.90%) Manufacturing
4 4 (9.52%) Marketing
5 2 (4.76%) Finance
6 1 (2.38%) Legal
Job Titles
1 16 (38.10%) Software Engineer
2 9 (21.43%) Consultant
3 7 (16.67%) Developer
4 6 (14.29%) Tester
4 6 (14.29%) Software Tester
5 5 (11.90%) Business Consultant
5 5 (11.90%) Business Intelligence Consultant
5 5 (11.90%) Software Developer
6 4 (9.52%) Analyst
7 3 (7.14%) Security Analyst
8 2 (4.76%) Senior Software Tester
8 2 (4.76%) Senior Tester
9 1 (2.38%) IT Security Analyst
9 1 (2.38%) Data Analyst
9 1 (2.38%) Senior Developer
Libraries, Frameworks & Software Standards
1 26 (61.90%) .NET
2 23 (54.76%) WPF
3 21 (50.00%) OpenGL
4 16 (38.10%) Qt
4 16 (38.10%) Direct3D
4 16 (38.10%) MFC
4 16 (38.10%) STL
5 8 (19.05%) Unity (Game Engine)
6 7 (16.67%) XML
7 4 (9.52%) Web Services
7 4 (9.52%) KnockoutJS
7 4 (9.52%) AngularJS
8 3 (7.14%) Regular Expression
9 2 (4.76%) XSLT
9 2 (4.76%) WinForms
9 2 (4.76%) WCF
10 1 (2.38%) COM
Miscellaneous
1 20 (47.62%) Computer Science
2 16 (38.10%) Mathematics
2 16 (38.10%) CUDA
3 5 (11.90%) Data Conversion
3 5 (11.90%) Data Integration
3 5 (11.90%) Management Information System
4 3 (7.14%) Open Source
4 3 (7.14%) 3D Graphics
5 2 (4.76%) Mobile App
5 2 (4.76%) iPad
5 2 (4.76%) iPhone
6 1 (2.38%) GIS
Operating Systems
1 20 (47.62%) Windows
2 16 (38.10%) UNIX
3 3 (7.14%) Linux
Processes & Methodologies
1 20 (47.62%) Unit Testing
2 18 (42.86%) OOP
2 18 (42.86%) Software Engineering
3 16 (38.10%) Software Architecture
3 16 (38.10%) 3D Visualisation
4 12 (28.57%) Analytics
5 10 (23.81%) TDD
6 9 (21.43%) Data Management
6 9 (21.43%) Information Management
6 9 (21.43%) Master Data Management
6 9 (21.43%) Business Intelligence
7 6 (14.29%) 3D Programming
8 5 (11.90%) Data Architecture
8 5 (11.90%) Business Development
8 5 (11.90%) Waterfall
8 5 (11.90%) Stakeholder Management
8 5 (11.90%) ETL
8 5 (11.90%) CAD
8 5 (11.90%) Project Management
8 5 (11.90%) Data Modelling
Programming Languages
1 29 (69.05%) C#
2 19 (45.24%) C++
3 16 (38.10%) VC++
3 16 (38.10%) C
4 5 (11.90%) SQL
5 4 (9.52%) Java
5 4 (9.52%) JavaScript
6 2 (4.76%) Objective-C
Qualifications
1 26 (61.90%) Degree
2 1 (2.38%) CEH
2 1 (2.38%) GIAC
2 1 (2.38%) SSCP
2 1 (2.38%) CISSP
Quality Assurance & Compliance
1 6 (14.29%) QA
2 4 (9.52%) Data Quality
Vendors
1 9 (21.43%) Tableau
2 6 (14.29%) Oracle
3 5 (11.90%) Netezza
3 5 (11.90%) Teradata
3 5 (11.90%) Microsoft
4 2 (4.76%) Ektron
4 2 (4.76%) Sitecore
5 1 (2.38%) Red Hat
5 1 (2.38%) Cisco