The table below looks at the statistics for Visualisation skills 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 25 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
25 Feb 2017
Same period 2016 Same period 2015
Visualisation
UK / Scotland
Rank 117 100 150
Rank change year-on-year
-17 +50
Permanent jobs citing Visualisation 18 56 18
As % of all permanent IT jobs located in Scotland 0.80% 1.89% 0.57%
As % of the Processes & Methodologies category 0.89% 2.08% 0.64%
Number of salaries quoted 8 48 16
Median salary £45,000 £47,500 £38,500
Median salary % change year-on-year
-5.26% +23.37%
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 Processes & Methodologies category in permanent jobs advertised in the Scotland region.

Processes & Methodologies Category
Scotland
Permanent IT job ads with a match in the
Processes & Methodologies category
2023 2688 2824
As % of all permanent IT jobs located in Scotland 90.23% 90.72% 88.81%
Number of salaries quoted 1315 1708 1769
Median salary £45,000 £45,500 £44,000
Median salary % change year-on-year
-1.09% +3.40%
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £67,500 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 Processes & Methodologies 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 25 February 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 25 February 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 -3 11 £45,000 -5.26%
Edinburgh -26 7 £41,750 -12.10% 6
Visualisation
UK

Visualisation
Top 30 Related IT Skills in Scotland

For the 6 months to 25 February 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 20 (55.56%) Analytics
2 13 (36.11%) Data Visualisation
3 11 (30.56%) SQL
3 11 (30.56%) Data Analytics
4 10 (27.78%) Data Warehouse
4 10 (27.78%) Git (software)
5 8 (22.22%) ETL
5 8 (22.22%) Business Intelligence
5 8 (22.22%) CSS
5 8 (22.22%) JavaScript
5 8 (22.22%) C#
5 8 (22.22%) Microsoft
5 8 (22.22%) Finance
6 7 (19.44%) Data Mining
6 7 (19.44%) HTML
6 7 (19.44%) Data Modelling
6 7 (19.44%) Data Protection
6 7 (19.44%) Data Integration
6 7 (19.44%) Agile Software Development
6 7 (19.44%) Web Development
6 7 (19.44%) QlikView
6 7 (19.44%) Analytical Skills
7 6 (16.67%) Subversion
7 6 (16.67%) MS Excel
7 6 (16.67%) C++
7 6 (16.67%) SQL Server
7 6 (16.67%) MicroStrategy
8 5 (13.89%) MVC
8 5 (13.89%) Visual Studio
8 5 (13.89%) Data Analysis

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 4 (11.11%) SharePoint
2 3 (8.33%) SAS
3 2 (5.56%) WordPress
Applications
1 6 (16.67%) MS Excel
2 1 (2.78%) MS Office
2 1 (2.78%) SPSS
Cloud Services
1 4 (11.11%) GitHub
2 3 (8.33%) Amazon AWS
3 1 (2.78%) Microsoft Azure
Communications & Networking
1 3 (8.33%) Internet
2 1 (2.78%) SMS
Database & Business Intelligence
1 10 (27.78%) Data Warehouse
2 7 (19.44%) Data Mining
2 7 (19.44%) QlikView
3 6 (16.67%) SQL Server
4 4 (11.11%) Big Data
4 4 (11.11%) SAP Data Services
5 3 (8.33%) NoSQL
6 2 (5.56%) MS Access
6 2 (5.56%) Qlik Sense
6 2 (5.56%) Relational Database
6 2 (5.56%) SAP BW
6 2 (5.56%) Spotfire
6 2 (5.56%) SQL Server 2012
7 1 (2.78%) DB2
7 1 (2.78%) MongoDB
7 1 (2.78%) Oracle BI Publisher
7 1 (2.78%) PostgreSQL
7 1 (2.78%) Power BI
7 1 (2.78%) RDBMS
7 1 (2.78%) SQL Server 2005
Development Applications
1 10 (27.78%) Git (software)
2 6 (16.67%) Subversion
3 5 (13.89%) Visual Studio
4 1 (2.78%) Talend Open Studio
General
1 8 (22.22%) Finance
2 5 (13.89%) Marketing
3 4 (11.11%) Games
4 3 (8.33%) Banking
5 1 (2.78%) Local Government
Job Titles
1 17 (47.22%) Developer
2 5 (13.89%) Analyst
2 5 (13.89%) Analytics Manager
2 5 (13.89%) Senior Developer
3 4 (11.11%) Web Developer
4 3 (8.33%) Business Intelligence Manager
4 3 (8.33%) C++ Developer
4 3 (8.33%) Data Analyst
4 3 (8.33%) Data Insight Analyst
4 3 (8.33%) Data Scientist
4 3 (8.33%) Designer
4 3 (8.33%) Insight Analyst
4 3 (8.33%) Insight Data Analyst
4 3 (8.33%) Marketing Analyst
4 3 (8.33%) Marketing Data Analyst
4 3 (8.33%) Marketing Insight Analyst
4 3 (8.33%) Release Manager
4 3 (8.33%) Software Developer
5 2 (5.56%) Front End Developer (Client-Side Developer)
5 2 (5.56%) QlikView Developer
Libraries, Frameworks & Software Standards
1 8 (22.22%) CSS
2 7 (19.44%) HTML
3 5 (13.89%) HTML5
4 4 (11.11%) D3.js
5 3 (8.33%) .NET
5 3 (8.33%) AngularJS
5 3 (8.33%) Backbone.js
5 3 (8.33%) CSS3
5 3 (8.33%) DirectX
5 3 (8.33%) OpenGL
5 3 (8.33%) Unity (Game Engine)
5 3 (8.33%) Unreal Engine
5 3 (8.33%) Web Services
6 2 (5.56%) ASP.NET
6 2 (5.56%) ASP.NET MVC
6 2 (5.56%) JSON
6 2 (5.56%) LESS
6 2 (5.56%) Sass
6 2 (5.56%) XHTML
7 1 (2.78%) HATEOAS
Miscellaneous
1 7 (19.44%) Analytical Skills
2 4 (11.11%) Management Information System
3 3 (8.33%) Augmented Reality
3 3 (8.33%) Data Structures
3 3 (8.33%) Mobile App
4 2 (5.56%) 3D Graphics
4 2 (5.56%) Internet of Things
5 1 (2.78%) Algorithms
5 1 (2.78%) Computer Science
5 1 (2.78%) Data Protection Act
Operating Systems
1 3 (8.33%) Android
1 3 (8.33%) Apple iOS
1 3 (8.33%) Linux
Processes & Methodologies
1 20 (55.56%) Analytics
2 13 (36.11%) Data Visualisation
3 11 (30.56%) Data Analytics
4 8 (22.22%) Business Intelligence
4 8 (22.22%) ETL
5 7 (19.44%) Agile Software Development
5 7 (19.44%) Data Integration
5 7 (19.44%) Data Modelling
5 7 (19.44%) Data Protection
5 7 (19.44%) Web Development
6 5 (13.89%) Data Analysis
6 5 (13.89%) MVC
6 5 (13.89%) People Management
6 5 (13.89%) Process Improvement
6 5 (13.89%) Software Engineering
7 4 (11.11%) Customer Analytics
7 4 (11.11%) Data Management
7 4 (11.11%) Project Management
7 4 (11.11%) Release Management
7 4 (11.11%) Statistics
Programming Languages
1 11 (30.56%) SQL
2 8 (22.22%) C#
2 8 (22.22%) JavaScript
3 6 (16.67%) C++
4 4 (11.11%) Java
4 4 (11.11%) Python
5 3 (8.33%) R
6 2 (5.56%) VBA
7 1 (2.78%) MATLAB
7 1 (2.78%) PHP
7 1 (2.78%) PL/SQL
7 1 (2.78%) Scala
7 1 (2.78%) T-SQL
7 1 (2.78%) TypeScript
Qualifications
1 3 (8.33%) Degree
Quality Assurance & Compliance
1 1 (2.78%) Actionable Recommendations
1 1 (2.78%) Data Quality
Vendors
1 8 (22.22%) Microsoft
2 6 (16.67%) MicroStrategy
3 4 (11.11%) Oracle
3 4 (11.11%) Tableau
4 2 (5.56%) SAP
5 1 (2.78%) Cognos
5 1 (2.78%) Talend
5 1 (2.78%) TIBCO
5 1 (2.78%) Twitter
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