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 5 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
5 Feb 2016
Same period 2015 Same period 2014
Visualisation
Rank 106 140 149
Rank change year-on-year
+34 +9
Permanent jobs citing Visualisation 55 20 18
As % of all permanent IT jobs located in Scotland 1.84% 0.66% 0.55%
As % of the Miscellaneous category 4.06% 1.84% 1.48%
Number of salaries quoted 47 17 18
Average salary £47,500 £38,500 £37,000
Average salary % change year-on-year
+23.37% +4.05%
UK excluding London average salary £47,500 £39,000 £40,000
% change year-on-year
+21.79% -2.50%
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
1356 1088 1217
As % of all permanent IT jobs located in Scotland 45.47% 35.67% 37.00%
Number of salaries quoted 802 667 731
Average salary £42,500 £40,000 £42,000
Average salary % change year-on-year
+6.25% -4.76%
90% offered a salary of more than £29,684 £28,450 £27,500
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London average salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

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 5 February 2016.

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 5 February 2016. 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
Glasgow +28 42 £47,500 +14.45% 4
Edinburgh +28 36 £47,500 +23.37% 2
Fife - 1 £29,750 -
Visualisation
UK

Visualisation
Top 30 Related IT Skills in Scotland

For the 6 months to 5 February 2016, 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 52 (55.91%) Business Intelligence
2 47 (50.54%) Agile Software Development
2 47 (50.54%) Data Warehouse
3 46 (49.46%) SQL Server Reporting Services
3 46 (49.46%) QlikView
4 45 (48.39%) ETL
5 44 (47.31%) SQL Server Integration Services
5 44 (47.31%) SQL Server Analysis Services
6 42 (45.16%) Data Management
7 40 (43.01%) Stakeholder Management
8 39 (41.94%) BusinessObjects
9 37 (39.78%) Cognos
9 37 (39.78%) PRINCE2
9 37 (39.78%) PRINCE2 Practitioner
9 37 (39.78%) Enterprise Data Management
9 37 (39.78%) Security Cleared
9 37 (39.78%) Talend Open Studio
9 37 (39.78%) Data Quality
9 37 (39.78%) Talend
10 27 (29.03%) JavaScript
11 25 (26.88%) HTML
12 24 (25.81%) CSS
13 20 (21.51%) Python
13 20 (21.51%) User Experience
14 18 (19.35%) 3D Visualisation
15 17 (18.28%) Augmented Reality
15 17 (18.28%) Psychology
15 17 (18.28%) Data Visualisation
15 17 (18.28%) Ethnography
15 17 (18.28%) Adobe

Visualisation
Top Related IT Skills in Scotland by Category

For the 6 months to 5 February 2016, 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 4 (4.30%) SharePoint
1 4 (4.30%) SharePoint 2010
1 4 (4.30%) SharePoint 2013
2 2 (2.15%) Apache Spark
2 2 (2.15%) SAS
3 1 (1.08%) Apache
Applications
1 17 (18.28%) MS PowerPoint
2 15 (16.13%) Adobe Illustrator
2 15 (16.13%) InDesign
2 15 (16.13%) Photoshop
3 5 (5.38%) MS Excel
4 1 (1.08%) PowerPivot
4 1 (1.08%) SPSS
4 1 (1.08%) Stata
Cloud Services
1 1 (1.08%) Google Analytics
Communications & Networking
1 1 (1.08%) Ethernet
Database & Business Intelligence
1 47 (50.54%) Data Warehouse
2 46 (49.46%) QlikView
2 46 (49.46%) SQL Server Reporting Services
3 44 (47.31%) SQL Server Analysis Services
3 44 (47.31%) SQL Server Integration Services
4 39 (41.94%) BusinessObjects
5 9 (9.68%) Big Data
6 5 (5.38%) SQL Server
7 4 (4.30%) OLAP
8 3 (3.23%) OLAP Cube
8 3 (3.23%) Spotfire
9 2 (2.15%) Data Mining
9 2 (2.15%) MongoDB
9 2 (2.15%) PostgreSQL
10 1 (1.08%) CouchDB
10 1 (1.08%) GIS
10 1 (1.08%) Hadoop
10 1 (1.08%) NoSQL
10 1 (1.08%) Pentaho
10 1 (1.08%) RDBMS
Development Applications
1 37 (39.78%) Talend Open Studio
2 4 (4.30%) Git (software)
2 4 (4.30%) SQL Server Management Studio (SSMS)
3 1 (1.08%) Subversion
3 1 (1.08%) Visual Studio
General
1 4 (4.30%) Banking
1 4 (4.30%) Finance
2 3 (3.23%) Games
2 3 (3.23%) Legal
2 3 (3.23%) Retail
3 2 (2.15%) Corporate Banking
4 1 (1.08%) Electronics
Job Titles
1 57 (61.29%) Developer
2 51 (54.84%) Business Intelligence Developer
3 37 (39.78%) Business Intelligence Consultant
3 37 (39.78%) Consultant
4 18 (19.35%) Designer
5 15 (16.13%) Digital Designer
6 8 (8.60%) Senior Developer
7 6 (6.45%) Senior Business Intelligence Developer
8 5 (5.38%) Architect
8 5 (5.38%) Infrastructure Architect
9 4 (4.30%) Front End Developer (Client-Side Developer)
9 4 (4.30%) Software Engineer
9 4 (4.30%) Web Architect
10 3 (3.23%) Front End Web Developer (Client-Side Developer)
10 3 (3.23%) Web Developer
11 2 (2.15%) Analyst
11 2 (2.15%) C++ Software Engineer
11 2 (2.15%) HTML Developer
11 2 (2.15%) JavaScript Developer
11 2 (2.15%) Security Manager
Libraries, Frameworks & Software Standards
1 25 (26.88%) HTML
2 24 (25.81%) CSS
3 15 (16.13%) Flash
4 11 (11.83%) .NET
5 8 (8.60%) HTML5
6 5 (5.38%) AngularJS
7 4 (4.30%) MDX
7 4 (4.30%) WebGL
8 3 (3.23%) Backbone.js
8 3 (3.23%) D3.js
9 2 (2.15%) Ajax
9 2 (2.15%) CSS3
9 2 (2.15%) OpenGL
9 2 (2.15%) React
9 2 (2.15%) SOAP
9 2 (2.15%) VTK
10 1 (1.08%) STL
10 1 (1.08%) Web Services
10 1 (1.08%) WinForms
10 1 (1.08%) XML
Miscellaneous
1 20 (21.51%) User Experience
2 17 (18.28%) 3D Graphics
2 17 (18.28%) Animation
2 17 (18.28%) Augmented Reality
2 17 (18.28%) Psychology
3 7 (7.53%) Computer Science
4 6 (6.45%) Analytical Skills
5 5 (5.38%) Data Integration
5 5 (5.38%) Mobile App
6 3 (3.23%) Mathematics
7 2 (2.15%) Data Structures
7 2 (2.15%) Distributed Denial-of-Service
7 2 (2.15%) Management Information System
7 2 (2.15%) Statistics
8 1 (1.08%) Algorithms
8 1 (1.08%) Derivative
8 1 (1.08%) Economics
8 1 (1.08%) Equity Derivative
8 1 (1.08%) Fixed Income
8 1 (1.08%) Foreign Exchange (FX)
Operating Systems
1 8 (8.60%) Linux
2 7 (7.53%) Unix
2 7 (7.53%) Windows
Processes & Methodologies
1 52 (55.91%) Business Intelligence
2 47 (50.54%) Agile Software Development
3 45 (48.39%) ETL
4 42 (45.16%) Data Management
5 40 (43.01%) Stakeholder Management
6 37 (39.78%) Enterprise Data Management
6 37 (39.78%) PRINCE2
7 18 (19.35%) 3D Visualisation
8 17 (18.28%) Data Visualisation
8 17 (18.28%) Ethnography
9 15 (16.13%) Data Protection
10 13 (13.98%) Analytics
11 6 (6.45%) Open Source
11 6 (6.45%) Service Delivery
12 5 (5.38%) Data Modelling
12 5 (5.38%) Software Engineering
12 5 (5.38%) TOGAF
13 4 (4.30%) Inmon Methodology
13 4 (4.30%) Kimball Methodology
13 4 (4.30%) Web Development
Programming Languages
1 27 (29.03%) JavaScript
2 20 (21.51%) Python
3 8 (8.60%) Java
3 8 (8.60%) SQL
4 5 (5.38%) C++
5 4 (4.30%) T-SQL
5 4 (4.30%) VBA
6 3 (3.23%) C#
6 3 (3.23%) R
7 1 (1.08%) C
7 1 (1.08%) Data Mining Extensions (DMX)
7 1 (1.08%) MATLAB
7 1 (1.08%) PHP
7 1 (1.08%) Scala
7 1 (1.08%) VC++
Qualifications
1 37 (39.78%) PRINCE2 Practitioner
1 37 (39.78%) Security Cleared
2 9 (9.68%) Degree
3 2 (2.15%) CISA
3 2 (2.15%) CISM
3 2 (2.15%) CISSP
3 2 (2.15%) ITIL Certification
Quality Assurance & Compliance
1 37 (39.78%) Data Quality
2 1 (1.08%) SLA
Systems Management
1 1 (1.08%) CA Single Sign-On
Vendors
1 37 (39.78%) Cognos
1 37 (39.78%) Talend
2 17 (18.28%) Adobe
3 7 (7.53%) Tableau
4 5 (5.38%) Microsoft
5 1 (1.08%) Alteryx
5 1 (1.08%) Apple
5 1 (1.08%) Birst
5 1 (1.08%) Blue Coat
5 1 (1.08%) Facebook
5 1 (1.08%) Google
5 1 (1.08%) Greenplum
5 1 (1.08%) Informatica
5 1 (1.08%) Jaspersoft
5 1 (1.08%) Omniture
5 1 (1.08%) Oracle
5 1 (1.08%) SAP
5 1 (1.08%) TIBCO
5 1 (1.08%) Twitter
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