The table below looks at the prevalence of the term Visualisation in IT jobs advertised for the Scotland region. Included is a guide to the average salaries offered in IT jobs that have cited Visualisation over the 3 months to 26 May 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
26 May 2015
Same period 2014 Same period 2013
Visualisation
Rank 122 149 158
Rank change year-on-year
+27 +9
Permanent jobs citing Visualisation 27 27 7
As % of all permanent IT jobs located in Scotland 0.90% 0.71% 0.22%
As % of the Miscellaneous category 2.49% 2.21% 0.59%
Number of salaries quoted 17 20 3
Average salary £38,500 £38,500 £90,000
Average salary % change year-on-year
- -57.22%
90% offered a salary of more than £37,500 £22,950 £60,000
10% offered a salary of more than £54,500 £43,000 £106,000
UK excluding London average salary £42,500 £45,000 £40,000
% change year-on-year
-5.55% +12.50%
Visualisation
UK

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

Miscellaneous Category
Scotland
Permanent IT job ads with a match in the
Miscellaneous category
1083 1221 1188
As % of all permanent IT jobs located in Scotland 36.15% 31.92% 38.02%
Number of salaries quoted 680 783 665
Average salary £42,000 £42,000 £42,500
Average salary % change year-on-year
- -1.17%
90% offered a salary of more than £30,000 £27,500 £30,000
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London average salary £40,000 £40,000 £38,500
% change year-on-year
- +3.89%

Visualisation
Jobs Demand Trend in Scotland

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

Visualisation Jobs Demand Trend in Scotland

Visualisation
Salary Trend in Scotland

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

Visualisation Salary Trend in Scotland

Visualisation
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Visualisation across the Scotland region over the 3 months to 26 May 2015.

Visualisation Salary Histogram in Scotland

Visualisation
Job Locations in Scotland

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Visualisation within the Scotland region over the 3 months to 26 May 2015. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +11 20 £38,500 - 2
Glasgow +13 8 £37,500 -
South Ayrshire - 2 £42,500 -
West Lothian - 1 £52,500 -
Visualisation
UK

Visualisation
Top 30 Related IT Skills in Scotland

For the 6 months to 26 May 2015, IT jobs across the Scotland 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 26 (57.78%) Windows
1 26 (57.78%) Degree
2 24 (53.33%) C#
3 23 (51.11%) .NET
4 21 (46.67%) Agile Software Development
5 19 (42.22%) Software Engineering
5 19 (42.22%) Unit Testing
6 17 (37.78%) WPF
6 17 (37.78%) Computer Science
6 17 (37.78%) C++
6 17 (37.78%) OOP
6 17 (37.78%) Software Architecture
6 17 (37.78%) SDLC
7 16 (35.56%) Linear Algebra
7 16 (35.56%) Waterfall
7 16 (35.56%) 3D Visualisation
7 16 (35.56%) Ethernet
7 16 (35.56%) VC++
7 16 (35.56%) Visual Studio
7 16 (35.56%) STL
7 16 (35.56%) C
7 16 (35.56%) MFC
7 16 (35.56%) Subversion
7 16 (35.56%) Mathematics
7 16 (35.56%) TDD
7 16 (35.56%) Electronics
8 15 (33.33%) Qt
8 15 (33.33%) UNIX
8 15 (33.33%) OpenGL
8 15 (33.33%) CUDA

Visualisation
Top Related IT Skills in Scotland by Category

For the 6 months to 26 May 2015, IT jobs across the Scotland 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 5 (11.11%) SAS
2 2 (4.44%) WebSphere
2 2 (4.44%) Apache
Applications
1 6 (13.33%) MS Excel
2 4 (8.89%) SPSS
Business Applications
1 1 (2.22%) SAP FI
1 1 (2.22%) SAP FI/CO
1 1 (2.22%) SAP CO
Cloud Services
1 1 (2.22%) SaaS
Communications & Networking
1 16 (35.56%) Ethernet
2 5 (11.11%) Firewall
2 5 (11.11%) Intrusion Detection
3 2 (4.44%) LDAP
Database & Business Intelligence
1 7 (15.56%) QlikView
2 6 (13.33%) SQL Server
2 6 (13.33%) Spotfire
3 3 (6.67%) NoSQL
4 2 (4.44%) Crystal Reports
4 2 (4.44%) Oracle Reports
4 2 (4.44%) MongoDB
4 2 (4.44%) Data Mining
4 2 (4.44%) SQL Server Reporting Services
5 1 (2.22%) MS Access
Development Applications
1 16 (35.56%) Visual Studio
1 16 (35.56%) Subversion
2 3 (6.67%) QUnit
3 2 (4.44%) Jasmine
3 2 (4.44%) Oracle APEX
3 2 (4.44%) Selenium
General
1 16 (35.56%) Electronics
2 9 (20.00%) Finance
3 3 (6.67%) Financial Institution
4 2 (4.44%) Aerospace
4 2 (4.44%) Manufacturing
5 1 (2.22%) Games
5 1 (2.22%) Military
5 1 (2.22%) Banking
Job Titles
1 17 (37.78%) Software Engineer
2 8 (17.78%) Developer
3 5 (11.11%) Data Manager
4 4 (8.89%) Analyst
4 4 (8.89%) Security Specialist
4 4 (8.89%) Senior Security Specialist
4 4 (8.89%) IT Security Specialist
4 4 (8.89%) Data Analytics Manager
5 3 (6.67%) Infrastructure Engineer
6 2 (4.44%) C# Developer
6 2 (4.44%) Support Analyst
6 2 (4.44%) Business Intelligence Developer
6 2 (4.44%) Report Developer
7 1 (2.22%) IT Security Engineer
7 1 (2.22%) Business Intelligence Manager
7 1 (2.22%) SAP Analyst
7 1 (2.22%) IT Support
7 1 (2.22%) Test Leader
7 1 (2.22%) JavaScript Developer
7 1 (2.22%) Business Analyst
Libraries, Frameworks & Software Standards
1 23 (51.11%) .NET
2 17 (37.78%) WPF
3 16 (35.56%) STL
3 16 (35.56%) MFC
4 15 (33.33%) Qt
4 15 (33.33%) OpenGL
4 15 (33.33%) Direct3D
5 7 (15.56%) XML
6 5 (11.11%) Regular Expression
6 5 (11.11%) ASP.NET
7 4 (8.89%) WinForms
8 3 (6.67%) Backbone.js
8 3 (6.67%) Web Services
8 3 (6.67%) Ember.js
8 3 (6.67%) AngularJS
9 2 (4.44%) D3.js
9 2 (4.44%) HTML
9 2 (4.44%) ASP.NET Web API
9 2 (4.44%) J2EE
9 2 (4.44%) CSS
Miscellaneous
1 17 (37.78%) Computer Science
2 16 (35.56%) Mathematics
3 15 (33.33%) CUDA
4 5 (11.11%) Analytical Skills
5 1 (2.22%) GIS
5 1 (2.22%) Management Information System
5 1 (2.22%) Embedded Systems
5 1 (2.22%) Mobile App
5 1 (2.22%) User Experience
Operating Systems
1 26 (57.78%) Windows
2 15 (33.33%) UNIX
3 9 (20.00%) Linux
4 1 (2.22%) Android
4 1 (2.22%) Apple iOS
Processes & Methodologies
1 21 (46.67%) Agile Software Development
2 19 (42.22%) Unit Testing
2 19 (42.22%) Software Engineering
3 17 (37.78%) Software Architecture
3 17 (37.78%) OOP
3 17 (37.78%) SDLC
4 16 (35.56%) 3D Visualisation
4 16 (35.56%) Linear Algebra
4 16 (35.56%) TDD
4 16 (35.56%) Waterfall
5 10 (22.22%) ETL
5 10 (22.22%) Analytics
6 7 (15.56%) ERP
7 6 (13.33%) Data Modelling
8 5 (11.11%) Project Management
8 5 (11.11%) SIEM
8 5 (11.11%) Open Source
9 4 (8.89%) Data Analytics
9 4 (8.89%) Coaching
9 4 (8.89%) Data Architecture
Programming Languages
1 24 (53.33%) C#
2 17 (37.78%) C++
3 16 (35.56%) VC++
3 16 (35.56%) C
4 13 (28.89%) SQL
5 5 (11.11%) JavaScript
6 4 (8.89%) PL/SQL
6 4 (8.89%) Java
7 2 (4.44%) T-SQL
7 2 (4.44%) Shell Script
8 1 (2.22%) VBScript
8 1 (2.22%) VBA
Qualifications
1 26 (57.78%) Degree
2 4 (8.89%) CISSP
2 4 (8.89%) SSCP
2 4 (8.89%) GIAC
2 4 (8.89%) CEH
3 3 (6.67%) VMware Certified Professional (VCP)
3 3 (6.67%) Microsoft Certification
3 3 (6.67%) MCSE
3 3 (6.67%) CCA
3 3 (6.67%) Citrix Certification
Quality Assurance & Compliance
1 3 (6.67%) QA
2 1 (2.22%) Data Quality
System Software
1 3 (6.67%) Active Directory
1 3 (6.67%) VMware Infrastructure
Systems Management
1 2 (4.44%) Control-M
1 2 (4.44%) Foglight
Vendors
1 12 (26.67%) Oracle
2 9 (20.00%) Microsoft
3 5 (11.11%) SAP
3 5 (11.11%) Sourcefire
3 5 (11.11%) LogRhythm
4 4 (8.89%) Tableau
4 4 (8.89%) Cisco
4 4 (8.89%) Red Hat
5 3 (6.67%) VMware
5 3 (6.67%) Citrix
6 2 (4.44%) Informatica
6 2 (4.44%) Sybase
6 2 (4.44%) Business Objects
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