The 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 29 May 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
29 May 2015
Same period 2014 Same period 2013
Visualisation
Rank 79 91 90
Rank change year-on-year
+12 -1
Permanent jobs citing Visualisation 20 22 2
As % of all permanent IT jobs located in Edinburgh 1.51% 1.41% 0.18%
As % of the Miscellaneous category 4.52% 4.10% 0.51%
Number of salaries quoted 11 18 2
Average salary £38,500 £38,500 £52,500
Average salary % change year-on-year
- -26.66%
UK excluding London average salary £42,500 £45,000 £40,000
% change year-on-year
-5.55% +12.50%
Visualisation
Scotland

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

Miscellaneous Category
Edinburgh
Permanent IT job ads with a match in the
Miscellaneous category
442 537 392
As % of all permanent IT jobs located in Edinburgh 33.38% 34.47% 35.35%
Number of salaries quoted 273 324 226
Average salary £40,000 £40,000 £42,000
Average salary % change year-on-year
- -4.76%
90% offered a salary of more than £30,000 £25,500 £26,600
10% offered a salary of more than £57,500 £64,625 £55,000
UK excluding London average salary £40,000 £40,000 £39,000
% change year-on-year
- +2.56%

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 29 May 2015.

Visualisation Salary Histogram in Edinburgh

Visualisation
Top 30 Related IT Skills in Edinburgh

For the 6 months to 29 May 2015, 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 24 (70.59%) C#
1 24 (70.59%) .NET
2 23 (67.65%) Windows
3 22 (64.71%) Agile Software Development
3 22 (64.71%) Degree
4 20 (58.82%) Software Engineering
4 20 (58.82%) Unit Testing
5 18 (52.94%) Computer Science
5 18 (52.94%) Software Architecture
5 18 (52.94%) SDLC
6 17 (50.00%) Ethernet
6 17 (50.00%) TDD
6 17 (50.00%) Subversion
6 17 (50.00%) Electronics
6 17 (50.00%) C
6 17 (50.00%) STL
6 17 (50.00%) OOP
6 17 (50.00%) VC++
6 17 (50.00%) MFC
6 17 (50.00%) Visual Studio
6 17 (50.00%) C++
6 17 (50.00%) Linear Algebra
6 17 (50.00%) 3D Visualisation
6 17 (50.00%) Mathematics
6 17 (50.00%) Waterfall
6 17 (50.00%) WPF
7 15 (44.12%) Qt
7 15 (44.12%) CUDA
7 15 (44.12%) Direct3D
7 15 (44.12%) UNIX

Visualisation
Top Related IT Skills in Edinburgh by Category

For the 6 months to 29 May 2015, 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 (11.76%) SAS
Applications
1 4 (11.76%) SPSS
2 3 (8.82%) MS Excel
Cloud Services
1 1 (2.94%) SaaS
Communications & Networking
1 17 (50.00%) Ethernet
2 4 (11.76%) Intrusion Detection
2 4 (11.76%) Firewall
Database & Business Intelligence
1 4 (11.76%) SQL Server
1 4 (11.76%) QlikView
1 4 (11.76%) Spotfire
2 3 (8.82%) NoSQL
3 2 (5.88%) SQL Server Reporting Services
3 2 (5.88%) MongoDB
Development Applications
1 17 (50.00%) Subversion
1 17 (50.00%) Visual Studio
2 3 (8.82%) QUnit
3 2 (5.88%) Jasmine
3 2 (5.88%) Selenium
General
1 17 (50.00%) Electronics
2 7 (20.59%) Finance
3 3 (8.82%) Financial Institution
4 1 (2.94%) Banking
4 1 (2.94%) Games
Job Titles
1 18 (52.94%) Software Engineer
2 6 (17.65%) Developer
3 4 (11.76%) Data Manager
3 4 (11.76%) Data Analytics Manager
4 3 (8.82%) Security Specialist
4 3 (8.82%) IT Security Specialist
4 3 (8.82%) Senior Security Specialist
5 2 (5.88%) C# Developer
6 1 (2.94%) JavaScript Developer
6 1 (2.94%) IT Security Engineer
6 1 (2.94%) Test Leader
6 1 (2.94%) Security Engineer
6 1 (2.94%) Senior Web Developer
6 1 (2.94%) Analyst Developer
6 1 (2.94%) Analyst
6 1 (2.94%) Web Developer
6 1 (2.94%) Senior Developer
6 1 (2.94%) Lead Developer
Libraries, Frameworks & Software Standards
1 24 (70.59%) .NET
2 17 (50.00%) STL
2 17 (50.00%) MFC
2 17 (50.00%) WPF
3 15 (44.12%) Qt
3 15 (44.12%) Direct3D
3 15 (44.12%) OpenGL
4 6 (17.65%) XML
5 5 (14.71%) WinForms
5 5 (14.71%) ASP.NET
6 4 (11.76%) Regular Expression
7 3 (8.82%) Backbone.js
7 3 (8.82%) Ember.js
7 3 (8.82%) AngularJS
7 3 (8.82%) Web Services
8 2 (5.88%) XSLT
8 2 (5.88%) CSS
8 2 (5.88%) HTML
8 2 (5.88%) D3.js
8 2 (5.88%) ASP.NET Web API
Miscellaneous
1 18 (52.94%) Computer Science
2 17 (50.00%) Mathematics
3 15 (44.12%) CUDA
4 4 (11.76%) Analytical Skills
5 2 (5.88%) Embedded Systems
6 1 (2.94%) Mobile App
6 1 (2.94%) User Experience
6 1 (2.94%) Management Information System
6 1 (2.94%) GIS
Operating Systems
1 23 (67.65%) Windows
2 15 (44.12%) UNIX
3 6 (17.65%) Linux
4 1 (2.94%) Android
4 1 (2.94%) Apple iOS
Processes & Methodologies
1 22 (64.71%) Agile Software Development
2 20 (58.82%) Software Engineering
2 20 (58.82%) Unit Testing
3 18 (52.94%) Software Architecture
3 18 (52.94%) SDLC
4 17 (50.00%) TDD
4 17 (50.00%) OOP
4 17 (50.00%) Linear Algebra
4 17 (50.00%) 3D Visualisation
4 17 (50.00%) Waterfall
5 8 (23.53%) Analytics
6 5 (14.71%) Project Management
7 4 (11.76%) ERP
7 4 (11.76%) Data Modelling
7 4 (11.76%) Data Analysis
7 4 (11.76%) ETL
7 4 (11.76%) Coaching
7 4 (11.76%) Data Analytics
7 4 (11.76%) Open Source
7 4 (11.76%) SIEM
Programming Languages
1 24 (70.59%) C#
2 17 (50.00%) C
2 17 (50.00%) VC++
2 17 (50.00%) C++
3 7 (20.59%) SQL
4 5 (14.71%) JavaScript
5 2 (5.88%) PL/SQL
5 2 (5.88%) T-SQL
5 2 (5.88%) Java
Qualifications
1 22 (64.71%) Degree
2 3 (8.82%) CISSP
2 3 (8.82%) SSCP
2 3 (8.82%) CEH
2 3 (8.82%) GIAC
Quality Assurance & Compliance
1 1 (2.94%) QA
Vendors
1 6 (17.65%) Oracle
2 5 (14.71%) Microsoft
3 4 (11.76%) SAP
3 4 (11.76%) Sourcefire
3 4 (11.76%) LogRhythm
3 4 (11.76%) Tableau
4 3 (8.82%) Cisco
4 3 (8.82%) Red Hat