The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Visualisation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Visualisation over the 3 months to 28 March 2017 with a comparison to the same period in the previous 2 years.

Visualisation
Scotland / Glasgow
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 74 72 101
Rank change year-on-year -2 +29  
Permanent jobs citing Visualisation 11 32 2
As % of all permanent IT jobs advertised in Glasgow 1.17% 2.47% 0.17%
As % of the Processes & Methodologies category 1.27% 2.70% 0.19%
Number of salaries quoted 5 27 2
Median salary £40,000 £47,500 £42,250
Median salary % change year-on-year -15.78% +12.42%  
UK excluding London median salary £43,500 £45,000 £41,500
% change year-on-year -3.33% +8.43%  

Visualisation is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Glasgow with a requirement for process and methodology skills.

Process & Methodology Skills
Glasgow
Permanent job vacancies with a requirement for process and methodology skills 863 1186 1053
As % of all permanent IT job vacancies advertised in Glasgow 91.61% 91.72% 91.33%
Number of salaries quoted 491 734 701
Median salary £45,000 £45,000 £45,000
90% offered a salary of more than £32,500 £32,500 £32,940
10% offered a salary of more than £60,000 £60,000 £62,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Visualisation
Job Vacancy Trend in Glasgow

The job posting trend of jobs advertised in Glasgow citing Visualisation as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Visualisation in Glasgow

Visualisation
Salary Trend in Glasgow

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

Salary trend for Visualisation in Glasgow

Visualisation
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Visualisation in Glasgow over the 3 months to 28 March 2017.

Salary histogram for Visualisation in Glasgow

Visualisation
Top 30 Co-occurring IT Skills in Glasgow

For the 6 months to 28 March 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 Glasgow region with a requirement for Visualisation.

1 9 (52.94%) Data Visualisation
1 9 (52.94%) Analytics
2 8 (47.06%) JavaScript
2 8 (47.06%) CSS
3 7 (41.18%) SQL
3 7 (41.18%) HTML
3 7 (41.18%) Microsoft
4 6 (35.29%) Data Analytics
5 5 (29.41%) HTML5
5 5 (29.41%) MS Excel
5 5 (29.41%) Data Warehouse
5 5 (29.41%) Business Intelligence
5 5 (29.41%) MVC
5 5 (29.41%) Agile Software Development
6 4 (23.53%) ETL
6 4 (23.53%) Web Development
6 4 (23.53%) MicroStrategy
6 4 (23.53%) QlikView
6 4 (23.53%) D3.js
7 3 (17.65%) Backbone.js
7 3 (17.65%) Analytical Skills
7 3 (17.65%) People Management
7 3 (17.65%) AngularJS
7 3 (17.65%) Data Integration
7 3 (17.65%) Git (software)
7 3 (17.65%) CSS3
7 3 (17.65%) Tableau
7 3 (17.65%) C#
7 3 (17.65%) SQL Server
7 3 (17.65%) Visual Studio

Visualisation
Co-occurring IT Skills in Glasgow 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 2 (11.76%) SharePoint
1 2 (11.76%) WordPress
Applications
1 5 (29.41%) MS Excel
Cloud Services
1 2 (11.76%) GitHub
1 2 (11.76%) Microsoft Azure
Communications & Networking
1 1 (5.88%) Internet
Database & Business Intelligence
1 5 (29.41%) Data Warehouse
2 4 (23.53%) QlikView
3 3 (17.65%) SQL Server
4 2 (11.76%) Big Data
4 2 (11.76%) Data Mining
4 2 (11.76%) Power BI
4 2 (11.76%) Relational Database
4 2 (11.76%) SAP Data Services
4 2 (11.76%) Spotfire
4 2 (11.76%) SQL Server 2012
5 1 (5.88%) MS Access
5 1 (5.88%) NoSQL
5 1 (5.88%) RDBMS
5 1 (5.88%) SAP BW
5 1 (5.88%) SQL Server 2005
Development Applications
1 3 (17.65%) Git (software)
1 3 (17.65%) Visual Studio
2 1 (5.88%) Subversion
2 1 (5.88%) Talend Open Studio
General
1 3 (17.65%) Finance
2 2 (11.76%) Local Government
3 1 (5.88%) Banking
3 1 (5.88%) Games
Job Titles
1 12 (70.59%) Developer
2 4 (23.53%) Web Developer
3 3 (17.65%) Analytics Manager
3 3 (17.65%) QlikView Developer
3 3 (17.65%) Senior Developer
4 2 (11.76%) Applications Developer
4 2 (11.76%) Business Intelligence Developer
4 2 (11.76%) Business Intelligence Manager
4 2 (11.76%) Front End Developer (Client-Side Developer)
4 2 (11.76%) Power BI Developer
4 2 (11.76%) Release Manager
4 2 (11.76%) Senior UI Developer
4 2 (11.76%) SQL Developer
4 2 (11.76%) Tableau Developer
4 2 (11.76%) UI Developer
4 2 (11.76%) Web Applications Developer
5 1 (5.88%) Business Manager
5 1 (5.88%) Junior Software Engineer
5 1 (5.88%) Oracle Developer
5 1 (5.88%) PL/SQL Developer
Libraries, Frameworks & Software Standards
1 8 (47.06%) CSS
2 7 (41.18%) HTML
3 5 (29.41%) HTML5
4 4 (23.53%) D3.js
5 3 (17.65%) AngularJS
5 3 (17.65%) Backbone.js
5 3 (17.65%) CSS3
6 2 (11.76%) .NET
6 2 (11.76%) ASP.NET
6 2 (11.76%) ASP.NET MVC
6 2 (11.76%) JSON
6 2 (11.76%) LESS
6 2 (11.76%) Sass
6 2 (11.76%) XHTML
7 1 (5.88%) Ajax
7 1 (5.88%) DirectX
7 1 (5.88%) MFC
7 1 (5.88%) OpenGL
7 1 (5.88%) STL
7 1 (5.88%) XML
Miscellaneous
1 3 (17.65%) Analytical Skills
2 1 (5.88%) Data Protection Act
2 1 (5.88%) Data Structures
2 1 (5.88%) Management Information System
Processes & Methodologies
1 9 (52.94%) Analytics
1 9 (52.94%) Data Visualisation
2 6 (35.29%) Data Analytics
3 5 (29.41%) Agile Software Development
3 5 (29.41%) Business Intelligence
3 5 (29.41%) MVC
4 4 (23.53%) ETL
4 4 (23.53%) Web Development
5 3 (17.65%) Data Integration
5 3 (17.65%) People Management
5 3 (17.65%) Software Engineering
5 3 (17.65%) Stakeholder Management
6 2 (11.76%) 3D Visualisation
6 2 (11.76%) Business Analytics
6 2 (11.76%) Customer Analytics
6 2 (11.76%) Data Modelling
6 2 (11.76%) Data Protection
6 2 (11.76%) Performance Management
6 2 (11.76%) Process Improvement
6 2 (11.76%) Project Management
Programming Languages
1 8 (47.06%) JavaScript
2 7 (41.18%) SQL
3 3 (17.65%) C#
4 2 (11.76%) Java
5 1 (5.88%) C++
5 1 (5.88%) PHP
5 1 (5.88%) PL/SQL
5 1 (5.88%) Python
5 1 (5.88%) T-SQL
5 1 (5.88%) TypeScript
Qualifications
1 1 (5.88%) Degree
Quality Assurance & Compliance
1 1 (5.88%) Data Quality
Vendors
1 7 (41.18%) Microsoft
2 4 (23.53%) MicroStrategy
3 3 (17.65%) Tableau
4 2 (11.76%) TIBCO
5 1 (5.88%) Oracle
5 1 (5.88%) SAP
5 1 (5.88%) Talend
5 1 (5.88%) Twitter