The following table provides summary statistics for permanent job vacancies advertised in Scotland 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 25 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Visualisation
UK / Scotland
Rank 111 118 139
Rank change year-on-year +7 +21  
Permanent jobs citing Visualisation 27 45 19
As % of all permanent IT jobs advertised in Scotland 1.16% 1.53% 0.61%
As % of the Processes & Methodologies category 1.28% 1.70% 0.69%
Number of salaries quoted 12 38 17
Median salary £50,500 £47,500 £38,500
Median salary % change year-on-year +6.31% +23.37%  
UK excluding London median salary £44,000 £45,574 £41,500
% change year-on-year -3.45% +9.81%  

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 Scotland with a requirement for process and methodology skills.

Process & Methodology Skills
Scotland
Permanent job vacancies with a requirement for process and methodology skills 2117 2654 2754
As % of all permanent IT job vacancies advertised in Scotland 91.25% 90.52% 89.07%
Number of salaries quoted 1330 1715 1686
Median salary £45,000 £46,000 £44,000
Median salary % change year-on-year -2.17% +4.54%  
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £70,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Visualisation
Job Vacancy Trend in Scotland

The job posting trend of jobs advertised in Scotland 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 Scotland

Visualisation
Salary Trend in Scotland

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

Salary trend for Visualisation in Scotland

Visualisation
Salary Histogram in Scotland

The salary distribution of IT jobs citing Visualisation in Scotland over the 3 months to 25 March 2017.

Salary histogram for Visualisation 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 25 March 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
Edinburgh -7 16 £72,500 +52.63% 4
Glasgow +1 11 £40,000 -15.78%
Visualisation
UK

Visualisation
Top 30 Related IT Skills in Scotland

For the 6 months to 25 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 Scotland region with a requirement for Visualisation.

1 23 (60.53%) Analytics
2 16 (42.11%) SQL
3 13 (34.21%) Data Visualisation
4 11 (28.95%) Machine Learning
4 11 (28.95%) Python
5 10 (26.32%) Analytical Skills
6 9 (23.68%) Data Analytics
6 9 (23.68%) R
6 9 (23.68%) .NET
6 9 (23.68%) Agile Software Development
7 8 (21.05%) QlikView
7 8 (21.05%) JavaScript
7 8 (21.05%) CSS
7 8 (21.05%) Business Intelligence
7 8 (21.05%) Microsoft
8 7 (18.42%) ETL
8 7 (18.42%) HTML
8 7 (18.42%) Scala
8 7 (18.42%) Hadoop
8 7 (18.42%) Natural Language Processing
8 7 (18.42%) Tableau
8 7 (18.42%) Spatial Analysis
9 6 (15.79%) Data Acquisition
9 6 (15.79%) D3.js
9 6 (15.79%) Data Warehouse
9 6 (15.79%) Finance
10 5 (13.16%) MicroStrategy
10 5 (13.16%) Data Modelling
10 5 (13.16%) MS Excel
10 5 (13.16%) C#

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 2 (5.26%) SharePoint
1 2 (5.26%) WordPress
2 1 (2.63%) SAS
Applications
1 5 (13.16%) MS Excel
Cloud Services
1 4 (10.53%) Microsoft Azure
2 3 (7.89%) Amazon AWS
3 2 (5.26%) GitHub
3 2 (5.26%) Google Cloud Platform
4 1 (2.63%) Google Analytics
Communications & Networking
1 3 (7.89%) Internet
Database & Business Intelligence
1 8 (21.05%) QlikView
2 7 (18.42%) Hadoop
3 6 (15.79%) Data Warehouse
4 5 (13.16%) Big Data
4 5 (13.16%) SQL Server
5 4 (10.53%) Data Mining
6 3 (7.89%) Power BI
7 2 (5.26%) BigQuery
7 2 (5.26%) MongoDB
7 2 (5.26%) NoSQL
7 2 (5.26%) PostgreSQL
7 2 (5.26%) Qlik Sense
7 2 (5.26%) Relational Database
7 2 (5.26%) SAP Data Services
7 2 (5.26%) Spotfire
7 2 (5.26%) SQL Server 2012
8 1 (2.63%) Oracle BI EE
8 1 (2.63%) Oracle BI Publisher
8 1 (2.63%) RDBMS
8 1 (2.63%) SQL Server 2005
Development Applications
1 5 (13.16%) Git (software)
2 3 (7.89%) Subversion
2 3 (7.89%) Visual Studio
3 1 (2.63%) Talend Open Studio
General
1 6 (15.79%) Finance
2 3 (7.89%) Marketing
3 2 (5.26%) Banking
3 2 (5.26%) Games
3 2 (5.26%) Local Government
Job Titles
1 15 (39.47%) Developer
2 11 (28.95%) Data Scientist
3 5 (13.16%) Analyst
4 4 (10.53%) Analytics Manager
4 4 (10.53%) Data Analyst
4 4 (10.53%) Senior Data Scientist
4 4 (10.53%) Senior Developer
4 4 (10.53%) Web Developer
5 3 (7.89%) Business Intelligence Developer
5 3 (7.89%) QlikView Developer
6 2 (5.26%) Business Intelligence Manager
6 2 (5.26%) Designer
6 2 (5.26%) Front End Developer (Client-Side Developer)
6 2 (5.26%) Insight Analyst
6 2 (5.26%) Marketing Analyst
6 2 (5.26%) Marketing Data Analyst
6 2 (5.26%) Senior UI Developer
6 2 (5.26%) SQL Developer
6 2 (5.26%) UI Developer
6 2 (5.26%) Web Applications Developer
Libraries, Frameworks & Software Standards
1 9 (23.68%) .NET
2 8 (21.05%) CSS
3 7 (18.42%) HTML
3 7 (18.42%) Natural Language Processing
4 6 (15.79%) D3.js
5 5 (13.16%) HTML5
6 3 (7.89%) AngularJS
6 3 (7.89%) Backbone.js
6 3 (7.89%) CSS3
7 2 (5.26%) ASP.NET
7 2 (5.26%) ASP.NET MVC
7 2 (5.26%) DirectX
7 2 (5.26%) Django
7 2 (5.26%) JSON
7 2 (5.26%) LESS
7 2 (5.26%) OpenGL
7 2 (5.26%) Sass
7 2 (5.26%) XHTML
8 1 (2.63%) Boost C++ Libraries
8 1 (2.63%) jQuery
Miscellaneous
1 10 (26.32%) Analytical Skills
2 3 (7.89%) Management Information System
3 2 (5.26%) Data Structures
3 2 (5.26%) Internet of Things
4 1 (2.63%) 3D Graphics
4 1 (2.63%) Algorithms
4 1 (2.63%) Augmented Reality
4 1 (2.63%) Computer Science
4 1 (2.63%) Data Protection Act
4 1 (2.63%) Fintech
4 1 (2.63%) Mobile App
4 1 (2.63%) Virtual Team
Operating Systems
1 1 (2.63%) Android
1 1 (2.63%) Apple iOS
1 1 (2.63%) Linux
Processes & Methodologies
1 23 (60.53%) Analytics
2 13 (34.21%) Data Visualisation
3 11 (28.95%) Machine Learning
4 9 (23.68%) Agile Software Development
4 9 (23.68%) Data Analytics
5 8 (21.05%) Business Intelligence
6 7 (18.42%) ETL
6 7 (18.42%) Spatial Analysis
7 6 (15.79%) Data Acquisition
8 5 (13.16%) Data Modelling
8 5 (13.16%) MVC
8 5 (13.16%) Software Engineering
8 5 (13.16%) Web Development
9 4 (10.53%) Data Analysis
9 4 (10.53%) Data Integration
9 4 (10.53%) Data Protection
10 3 (7.89%) Mathematics
10 3 (7.89%) Process Improvement
10 3 (7.89%) Stakeholder Management
10 3 (7.89%) Statistics
Programming Languages
1 16 (42.11%) SQL
2 11 (28.95%) Python
3 9 (23.68%) R
4 8 (21.05%) JavaScript
5 7 (18.42%) Scala
6 5 (13.16%) C#
7 3 (7.89%) C++
7 3 (7.89%) Java
8 1 (2.63%) F#
8 1 (2.63%) MATLAB
8 1 (2.63%) PHP
8 1 (2.63%) PL/SQL
8 1 (2.63%) T-SQL
8 1 (2.63%) TypeScript
8 1 (2.63%) VBA
Qualifications
1 3 (7.89%) Degree
2 1 (2.63%) PhD
Quality Assurance & Compliance
1 1 (2.63%) Actionable Recommendations
1 1 (2.63%) Data Quality
Vendors
1 8 (21.05%) Microsoft
2 7 (18.42%) Tableau
3 5 (13.16%) MicroStrategy
4 4 (10.53%) Oracle
5 2 (5.26%) TIBCO
6 1 (2.63%) Cognos
6 1 (2.63%) Google
6 1 (2.63%) Platfora
6 1 (2.63%) SAP
6 1 (2.63%) Talend
6 1 (2.63%) Twitter
Edinburgh, Midlothian
Churchill Frank
Salary: £35000 - £50000 per annum + Bonus, Pension, SAS Training & More
Posted: 5 days ago
Edinburgh
Churchill Frank
Salary: £40000 - £45000 per annum
Posted: 6 days ago
Stirling, Stirlingshire
PRUDENTIAL
Posted: 8 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £45,000 - £85,000 per annum
Posted: 5 days ago
Edinburgh
Tectre Limited
Salary: £60,000 - £100,000 per year
Posted: 12 days ago