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 29 April 2016 with a comparison to the same period in the previous 2 years.

3 months to
29 Apr 2016
Same period 2015 Same period 2014
Visualisation
Rank 121 133 159
Rank change year-on-year
+12 +26
Permanent jobs citing Visualisation 42 25 27
As % of all permanent IT jobs located in Scotland 1.46% 0.80% 0.68%
As % of the Miscellaneous category 3.58% 2.10% 2.12%
Number of salaries quoted 30 18 23
Average salary £45,000 £38,500 £38,500
Average salary % change year-on-year
+16.88% -
90% offered a salary of more than £30,000 £38,500 £25,500
10% offered a salary of more than £77,000 £54,000 £56,200
UK excluding London average salary £45,000 £42,500 £45,000
% change year-on-year
+5.88% -5.55%
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
1173 1192 1273
As % of all permanent IT jobs located in Scotland 40.81% 37.94% 32.07%
Number of salaries quoted 668 696 806
Average salary £42,500 £42,500 £42,500
90% offered a salary of more than £26,500 £27,700 £28,500
10% offered a salary of more than £67,500 £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 29 April 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 29 April 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 +10 24 £30,000 -25.00% 4
Edinburgh +8 18 £58,750 +52.59% 6
Fife - 1 £29,750 -
Visualisation
UK

Visualisation
Top 30 Related IT Skills in Scotland

For the 6 months to 29 April 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 50 (49.50%) Business Intelligence
2 48 (47.52%) Agile Software Development
3 38 (37.62%) SQL Server Integration Services
3 38 (37.62%) QlikView
3 38 (37.62%) SQL Server Reporting Services
3 38 (37.62%) Data Warehouse
4 37 (36.63%) Data Management
4 37 (36.63%) SQL Server Analysis Services
5 36 (35.64%) ETL
6 31 (30.69%) Python
6 31 (30.69%) HTML
6 31 (30.69%) Analytics
7 30 (29.70%) CSS
7 30 (29.70%) BusinessObjects
7 30 (29.70%) Stakeholder Management
8 29 (28.71%) Enterprise Data Management
8 29 (28.71%) JavaScript
8 29 (28.71%) Cognos
8 29 (28.71%) PRINCE2
8 29 (28.71%) PRINCE2 Practitioner
8 29 (28.71%) Security Cleared
8 29 (28.71%) Talend Open Studio
8 29 (28.71%) Data Quality
8 29 (28.71%) Talend
9 23 (22.77%) Data Visualisation
10 21 (20.79%) User Experience
10 21 (20.79%) MS PowerPoint
11 20 (19.80%) Adobe
12 19 (18.81%) Augmented Reality
12 19 (18.81%) Data Protection

Visualisation
Top Related IT Skills in Scotland by Category

For the 6 months to 29 April 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 14 (13.86%) SAS
2 6 (5.94%) Apache Spark
3 4 (3.96%) SharePoint
3 4 (3.96%) SharePoint 2010
3 4 (3.96%) SharePoint 2013
4 1 (0.99%) GeoServer
Applications
1 21 (20.79%) MS PowerPoint
2 19 (18.81%) Adobe Illustrator
2 19 (18.81%) InDesign
2 19 (18.81%) Photoshop
3 9 (8.91%) MS Excel
4 6 (5.94%) SPSS
5 5 (4.95%) Stata
Cloud Services
1 8 (7.92%) Amazon AWS
1 8 (7.92%) Amazon CloudWatch
1 8 (7.92%) Amazon EC2
1 8 (7.92%) Amazon S3
1 8 (7.92%) IaaS
1 8 (7.92%) Microsoft Azure
1 8 (7.92%) PaaS
2 1 (0.99%) Google Analytics
Communications & Networking
1 2 (1.98%) Firewall
1 2 (1.98%) SAN
Database & Business Intelligence
1 38 (37.62%) Data Warehouse
1 38 (37.62%) QlikView
1 38 (37.62%) SQL Server Integration Services
1 38 (37.62%) SQL Server Reporting Services
2 37 (36.63%) SQL Server Analysis Services
3 30 (29.70%) BusinessObjects
4 18 (17.82%) Big Data
5 16 (15.84%) SQL Server
6 7 (6.93%) Data Mining
7 6 (5.94%) MongoDB
7 6 (5.94%) PostgreSQL
8 5 (4.95%) Hadoop
8 5 (4.95%) NoSQL
9 4 (3.96%) OLAP
10 3 (2.97%) OLAP Cube
10 3 (2.97%) Spotfire
11 1 (0.99%) Oracle Database
11 1 (0.99%) Oracle Database 12c
11 1 (0.99%) Qlik Sense
11 1 (0.99%) Relational Database
Development Applications
1 29 (28.71%) Talend Open Studio
2 5 (4.95%) Git (software)
2 5 (4.95%) SQL Server Management Studio (SSMS)
General
1 13 (12.87%) Finance
2 8 (7.92%) Banking
3 7 (6.93%) Games
3 7 (6.93%) Retail
4 1 (0.99%) Marketing
Job Titles
1 50 (49.50%) Developer
2 42 (41.58%) Business Intelligence Developer
3 32 (31.68%) Consultant
4 29 (28.71%) Business Intelligence Consultant
5 20 (19.80%) Designer
6 19 (18.81%) Digital Designer
7 6 (5.94%) Analytics Manager
7 6 (5.94%) Business Intelligence Manager
7 6 (5.94%) Data Analytics Manager
7 6 (5.94%) Data Manager
8 5 (4.95%) Data Scientist
8 5 (4.95%) Senior Developer
9 4 (3.96%) Analyst
9 4 (3.96%) Cloud Developer
9 4 (3.96%) Cloud Engineer
9 4 (3.96%) Development Engineer
9 4 (3.96%) Full Stack Developer
9 4 (3.96%) Monitoring Engineer
9 4 (3.96%) Senior Business Intelligence Developer
9 4 (3.96%) Software Engineer
Libraries, Frameworks & Software Standards
1 31 (30.69%) HTML
2 30 (29.70%) CSS
3 19 (18.81%) Flash
4 12 (11.88%) HTML5
5 8 (7.92%) .NET
6 6 (5.94%) D3.js
7 5 (4.95%) CSS3
8 4 (3.96%) jQuery
8 4 (3.96%) MDX
8 4 (3.96%) REST
8 4 (3.96%) WebGL
9 3 (2.97%) AngularJS
10 2 (1.98%) Ajax
10 2 (1.98%) Backbone.js
10 2 (1.98%) OpenGL
10 2 (1.98%) React
10 2 (1.98%) VTK
11 1 (0.99%) ASP.NET
11 1 (0.99%) SOAP
11 1 (0.99%) XML
Miscellaneous
1 21 (20.79%) User Experience
2 19 (18.81%) 3D Graphics
2 19 (18.81%) Animation
2 19 (18.81%) Augmented Reality
2 19 (18.81%) Psychology
3 11 (10.89%) Computer Science
4 10 (9.90%) Analytical Skills
5 8 (7.92%) Hybrid Cloud
6 7 (6.93%) Credit Risk
7 5 (4.95%) Applied Mathematics
7 5 (4.95%) Data Integration
7 5 (4.95%) Informatics
7 5 (4.95%) Mathematics
7 5 (4.95%) Statistics
8 2 (1.98%) Data Structures
8 2 (1.98%) Mobile App
8 2 (1.98%) Security Operations Centre
9 1 (0.99%) Remote Sensing
9 1 (0.99%) Social Media
Operating Systems
1 13 (12.87%) Windows
2 11 (10.89%) Linux
2 11 (10.89%) Unix
Processes & Methodologies
1 50 (49.50%) Business Intelligence
2 48 (47.52%) Agile Software Development
3 37 (36.63%) Data Management
4 36 (35.64%) ETL
5 31 (30.69%) Analytics
6 30 (29.70%) Stakeholder Management
7 29 (28.71%) Enterprise Data Management
7 29 (28.71%) PRINCE2
8 23 (22.77%) Data Visualisation
9 19 (18.81%) 3D Visualisation
9 19 (18.81%) Data Protection
9 19 (18.81%) Ethnography
10 14 (13.86%) Service Delivery
11 12 (11.88%) Data Modelling
12 10 (9.90%) SDLC
13 9 (8.91%) Machine Learning
14 8 (7.92%) Configuration Management
14 8 (7.92%) Open Source
14 8 (7.92%) Performance Monitoring
14 8 (7.92%) Software Distribution
Programming Languages
1 31 (30.69%) Python
2 29 (28.71%) JavaScript
3 12 (11.88%) Java
4 8 (7.92%) SQL
5 7 (6.93%) R
6 5 (4.95%) C++
6 5 (4.95%) Scala
6 5 (4.95%) T-SQL
7 4 (3.96%) Perl
7 4 (3.96%) VBA
8 2 (1.98%) C#
9 1 (0.99%) Data Mining Extensions (DMX)
9 1 (0.99%) MATLAB
9 1 (0.99%) PHP
Qualifications
1 29 (28.71%) PRINCE2 Practitioner
1 29 (28.71%) Security Cleared
2 19 (18.81%) Degree
3 2 (1.98%) CEH
3 2 (1.98%) GIAC
3 2 (1.98%) SANS
Quality Assurance & Compliance
1 29 (28.71%) Data Quality
2 1 (0.99%) IAS 39
System Software
1 8 (7.92%) Docker
Systems Management
1 8 (7.92%) Kubernetes
1 8 (7.92%) Mesos
2 2 (1.98%) QRadar
Vendors
1 29 (28.71%) Cognos
1 29 (28.71%) Talend
2 20 (19.80%) Adobe
3 10 (9.90%) Microsoft
3 10 (9.90%) Tableau
4 7 (6.93%) Oracle
5 5 (4.95%) Greenplum
6 2 (1.98%) ArcSight
6 2 (1.98%) Cisco
6 2 (1.98%) Intel Security
6 2 (1.98%) LogRhythm
6 2 (1.98%) Remedy
7 1 (0.99%) Ab Initio
7 1 (0.99%) Apple
7 1 (0.99%) Google
7 1 (0.99%) Hyperion
7 1 (0.99%) Informatica
7 1 (0.99%) Omniture
7 1 (0.99%) SAP
7 1 (0.99%) TIBCO
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