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 salaries offered in IT jobs that have cited Visualisation over the 3 months to 18 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
18 Jan 2017
Same period 2016 Same period 2015
Visualisation
UK / Scotland
Rank 122 99 139
Rank change year-on-year
-23 +40
Permanent jobs citing Visualisation 8 59 21
As % of all permanent IT jobs located in Scotland 0.35% 2.02% 0.71%
As % of the Miscellaneous category 0.95% 4.51% 1.95%
Number of salaries quoted 4 48 19
Median salary £40,000 £47,500 £41,500
Median salary % change year-on-year
-15.78% +14.45%
90% offered a salary of more than £36,500 £30,000 £38,500
10% offered a salary of more than £64,500 £47,500 £49,500
UK excluding London median salary £45,000 £47,500 £40,000
% change year-on-year
-5.26% +18.75%

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
844 1309 1076
As % of all permanent IT jobs located in Scotland 37.44% 44.71% 36.62%
Number of salaries quoted 529 767 705
Median salary £45,000 £42,500 £40,000
Median salary % change year-on-year
+5.88% +6.25%
90% offered a salary of more than £29,000 £29,000 £28,500
10% offered a salary of more than £60,000 £60,000 £58,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Visualisation
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland region citing Visualisation as a proportion of all IT jobs with a match in 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 18 January 2017.

Visualisation Salary Histogram in Scotland

Visualisation
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Visualisation within the Scotland region over the 3 months to 18 January 2017. 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 Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow -22 6 £40,000 -15.78% 2
Edinburgh -24 1 - - 1
Visualisation
UK

Visualisation
Top 30 Related IT Skills in Scotland

For the 6 months to 18 January 2017, IT jobs citing Visualisation also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Scotland region with a requirement for Visualisation.

1 21 (50.00%) Data Visualisation
1 21 (50.00%) Analytics
2 18 (42.86%) Finance
3 14 (33.33%) Business Intelligence
4 13 (30.95%) HTML
4 13 (30.95%) C#
4 13 (30.95%) SQL
4 13 (30.95%) Data Warehouse
4 13 (30.95%) Git (software)
5 12 (28.57%) Big Data
5 12 (28.57%) Python
5 12 (28.57%) Agile Software Development
6 11 (26.19%) Java
6 11 (26.19%) Tableau
7 10 (23.81%) Data Analytics
7 10 (23.81%) Data Integration
7 10 (23.81%) HTML5
7 10 (23.81%) Analytical Skills
7 10 (23.81%) Data Management
8 9 (21.43%) Subversion
8 9 (21.43%) SQL Server
8 9 (21.43%) Microsoft
8 9 (21.43%) Apache Spark
9 8 (19.05%) People Management
9 8 (19.05%) Data Protection
9 8 (19.05%) ETL
10 7 (16.67%) C++
10 7 (16.67%) Data Mining
10 7 (16.67%) Oracle
10 7 (16.67%) Banking

Visualisation
Top Related IT Skills in Scotland by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 9 (21.43%) Apache Spark
2 5 (11.90%) SAS
3 4 (9.52%) SharePoint
Applications
1 6 (14.29%) MS Excel
2 2 (4.76%) Stata
3 1 (2.38%) Adobe Illustrator
3 1 (2.38%) InDesign
3 1 (2.38%) MS Office
3 1 (2.38%) MS PowerPoint
3 1 (2.38%) Photoshop
3 1 (2.38%) SPSS
Business Applications
1 1 (2.38%) Cognos Business Intelligence
Cloud Services
1 4 (9.52%) GitHub
2 3 (7.14%) Amazon AWS
Communications & Networking
1 1 (2.38%) Ethernet
1 1 (2.38%) Internet
1 1 (2.38%) SMS
Database & Business Intelligence
1 13 (30.95%) Data Warehouse
2 12 (28.57%) Big Data
3 9 (21.43%) SQL Server
4 7 (16.67%) Data Mining
5 5 (11.90%) Hadoop
6 4 (9.52%) KDB
6 4 (9.52%) Kdb+
6 4 (9.52%) SAP Data Services
6 4 (9.52%) Spotfire
7 3 (7.14%) Impala
7 3 (7.14%) QlikView
7 3 (7.14%) Sqoop
8 2 (4.76%) MongoDB
8 2 (4.76%) NoSQL
8 2 (4.76%) PostgreSQL
8 2 (4.76%) RDBMS
8 2 (4.76%) Relational Database
8 2 (4.76%) SAP BW
8 2 (4.76%) SQL Server 2012
9 1 (2.38%) SQL Server 2005
Development Applications
1 13 (30.95%) Git (software)
2 9 (21.43%) Subversion
3 5 (11.90%) Visual Studio
4 3 (7.14%) Jenkins
4 3 (7.14%) JIRA
5 1 (2.38%) Talend Open Studio
5 1 (2.38%) Team Foundation Server
General
1 18 (42.86%) Finance
2 7 (16.67%) Banking
2 7 (16.67%) Games
3 3 (7.14%) Marketing
4 2 (4.76%) Front Office
4 2 (4.76%) Investment Banking
Job Titles
1 22 (52.38%) Developer
2 5 (11.90%) C# Developer
3 4 (9.52%) Senior Developer
3 4 (9.52%) Software Developer
4 3 (7.14%) .NET Developer
4 3 (7.14%) Analyst
4 3 (7.14%) Analytics Manager
4 3 (7.14%) Big Data Developer
4 3 (7.14%) Business Intelligence Manager
4 3 (7.14%) C# .NET Developer
4 3 (7.14%) C++ Developer
4 3 (7.14%) Data Scientist
4 3 (7.14%) Designer
4 3 (7.14%) Release Manager
5 2 (4.76%) Analytics Consultant
5 2 (4.76%) Business Intelligence Developer
5 2 (4.76%) Data Analytics Consultant
5 2 (4.76%) Data Consultant
5 2 (4.76%) Front End Developer (Client-Side Developer)
5 2 (4.76%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 13 (30.95%) HTML
2 10 (23.81%) HTML5
3 7 (16.67%) D3.js
4 6 (14.29%) .NET
5 5 (11.90%) CSS
5 5 (11.90%) WPF
6 3 (7.14%) DirectX
6 3 (7.14%) OpenGL
6 3 (7.14%) Unity (Game Engine)
6 3 (7.14%) Unreal Engine
6 3 (7.14%) Web Services
7 2 (4.76%) AngularJS
7 2 (4.76%) Backbone.js
7 2 (4.76%) CSS3
8 1 (2.38%) HATEOAS
8 1 (2.38%) KnockoutJS
8 1 (2.38%) LESS
8 1 (2.38%) Razor View Engine
8 1 (2.38%) Sass
8 1 (2.38%) WebSockets
Miscellaneous
1 10 (23.81%) Analytical Skills
1 10 (23.81%) Data Integration
2 4 (9.52%) Augmented Reality
2 4 (9.52%) Management Information System
2 4 (9.52%) Statistics
3 3 (7.14%) 3D Graphics
3 3 (7.14%) Computer Science
3 3 (7.14%) Market Risk
3 3 (7.14%) Mobile App
3 3 (7.14%) User Experience
4 2 (4.76%) Applied Mathematics
4 2 (4.76%) Data Structures
4 2 (4.76%) Equities
4 2 (4.76%) Fixed Income
4 2 (4.76%) Informatics
4 2 (4.76%) Mathematics
4 2 (4.76%) Ontologies
5 1 (2.38%) Animation
5 1 (2.38%) Data Protection Act
5 1 (2.38%) Physics
Operating Systems
1 3 (7.14%) Android
1 3 (7.14%) Apple iOS
1 3 (7.14%) Linux
2 1 (2.38%) Windows
Processes & Methodologies
1 21 (50.00%) Analytics
1 21 (50.00%) Data Visualisation
2 14 (33.33%) Business Intelligence
3 12 (28.57%) Agile Software Development
4 10 (23.81%) Data Analytics
4 10 (23.81%) Data Management
5 8 (19.05%) Data Protection
5 8 (19.05%) ETL
5 8 (19.05%) People Management
6 6 (14.29%) Data Analysis
6 6 (14.29%) Data Governance
7 5 (11.90%) Multithreading
7 5 (11.90%) Process Improvement
7 5 (11.90%) Regression Testing
7 5 (11.90%) Scrum
7 5 (11.90%) Web Development
8 4 (9.52%) Data Modelling
8 4 (9.52%) Information Management
8 4 (9.52%) OO
8 4 (9.52%) Risk Management
Programming Languages
1 13 (30.95%) C#
1 13 (30.95%) SQL
2 12 (28.57%) Python
3 11 (26.19%) Java
4 7 (16.67%) C++
5 6 (14.29%) JavaScript
6 5 (11.90%) Scala
7 4 (9.52%) R
8 2 (4.76%) T-SQL
8 2 (4.76%) VBA
9 1 (2.38%) Delphi
9 1 (2.38%) MATLAB
9 1 (2.38%) PL/SQL
9 1 (2.38%) TypeScript
9 1 (2.38%) XAML
Qualifications
1 6 (14.29%) Degree
Quality Assurance & Compliance
1 6 (14.29%) Data Quality
2 1 (2.38%) Actionable Recommendations
System Software
1 1 (2.38%) Firmware
Systems Management
1 3 (7.14%) Oozie
1 3 (7.14%) Rundeck
Vendors
1 11 (26.19%) Tableau
2 9 (21.43%) Microsoft
3 7 (16.67%) Oracle
4 5 (11.90%) MicroStrategy
5 2 (4.76%) Cognos
5 2 (4.76%) Greenplum
5 2 (4.76%) SAP
6 1 (2.38%) Adobe
6 1 (2.38%) Talend
6 1 (2.38%) Twitter
Edinburgh & Lothians
ANSON MCCADE
Salary: £45,000 - £58,000 + extensive benefits package
Posted: 22 hours ago
Glasgow
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Salary: £35000 - £45000 per annum + Benefits
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Salary: £35000 - £45000 per annum + Benefits
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