The table below looks at the prevalence of the term Visualisation in IT jobs advertised for the Glasgow region. Included is a guide to the salaries offered in IT jobs that have cited Visualisation over the 3 months to 7 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
7 Dec 2016
Same period 2015 Same period 2014
Visualisation
Rank 76 68 98
Rank change year-on-year
-8 +30
Permanent jobs citing Visualisation 11 39 3
As % of all permanent IT jobs located in Glasgow 1.12% 3.00% 0.29%
As % of the Miscellaneous category 3.27% 6.63% 0.83%
Number of salaries quoted 7 34 2
Median salary £38,000 £47,500 £56,250
Median salary % change year-on-year
-20.00% -15.55%
90% offered a salary of more than £30,000 £30,000 £41,250
10% offered a salary of more than £63,000 £47,500 £71,250
UK excluding London median salary £45,000 £47,500 £40,000
% change year-on-year
-5.26% +18.75%
Visualisation
Scotland

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in permanent jobs advertised in the Glasgow region.

Miscellaneous Category
Glasgow
Permanent IT job ads with a match in the
Miscellaneous category
336 588 362
As % of all permanent IT jobs located in Glasgow 34.32% 45.16% 34.98%
Number of salaries quoted 190 337 237
Median salary £45,000 £40,000 £42,500
Median salary % change year-on-year
+12.50% -5.88%
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £55,000 £62,500 £56,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Visualisation
Jobs Demand Trend in Glasgow

The demand trend of job ads across the Glasgow region citing Visualisation as a proportion of all IT jobs with a match in the Miscellaneous category.

Visualisation Jobs Demand Trend in Glasgow

Visualisation
Salary Trend in Glasgow

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

Visualisation Salary Trend in Glasgow

Visualisation
Salary Histogram in Glasgow

This chart provides a salary histogram for IT jobs citing Visualisation across the Glasgow region over the 3 months to 7 December 2016.

Visualisation Salary Histogram in Glasgow

Visualisation
Top 30 Related IT Skills in Glasgow

For the 6 months to 7 December 2016, 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 27 (62.79%) Finance
2 26 (60.47%) HTML
3 20 (46.51%) Java
3 20 (46.51%) HTML5
4 19 (44.19%) Data Visualisation
5 18 (41.86%) Analytics
5 18 (41.86%) Business Intelligence
5 18 (41.86%) Agile Software Development
6 17 (39.53%) SQL
7 16 (37.21%) Python
7 16 (37.21%) Git (software)
8 14 (32.56%) Big Data
8 14 (32.56%) SDLC
9 13 (30.23%) Tableau
9 13 (30.23%) Data Management
9 13 (30.23%) Subversion
10 12 (27.91%) Data Protection
10 12 (27.91%) CSS
10 12 (27.91%) Analytical Skills
11 11 (25.58%) Apache Spark
11 11 (25.58%) D3.js
12 10 (23.26%) C#
12 10 (23.26%) Scrum
13 9 (20.93%) Regression Testing
13 9 (20.93%) Workflow
13 9 (20.93%) Oracle
13 9 (20.93%) OO
13 9 (20.93%) Continuous Integration
13 9 (20.93%) Scala
13 9 (20.93%) Hadoop

Visualisation
Top Related 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 11 (25.58%) Apache Spark
2 3 (6.98%) SharePoint
Applications
1 4 (9.30%) Adobe Illustrator
1 4 (9.30%) InDesign
1 4 (9.30%) MS PowerPoint
1 4 (9.30%) Photoshop
2 1 (2.33%) MS Excel
Business Applications
1 4 (9.30%) Cognos Business Intelligence
2 2 (4.65%) Cognos TM1
Cloud Services
1 8 (18.60%) Amazon AWS
2 5 (11.63%) Amazon CloudWatch
2 5 (11.63%) Amazon EC2
2 5 (11.63%) Amazon S3
2 5 (11.63%) IaaS
2 5 (11.63%) Microsoft Azure
2 5 (11.63%) PaaS
3 3 (6.98%) GitHub
Communications & Networking
1 1 (2.33%) Internet
Database & Business Intelligence
1 14 (32.56%) Big Data
2 9 (20.93%) Hadoop
2 9 (20.93%) Impala
2 9 (20.93%) Spotfire
2 9 (20.93%) Sqoop
3 8 (18.60%) Data Warehouse
3 8 (18.60%) SQL Server
4 7 (16.28%) NoSQL
5 4 (9.30%) Cognos Query Studio
5 4 (9.30%) KDB
5 4 (9.30%) Kdb+
5 4 (9.30%) SQL Server Integration Services
6 3 (6.98%) Data Mining
6 3 (6.98%) SAP Data Services
7 2 (4.65%) ActiveReports
7 2 (4.65%) Cognos Analysis Studio
7 2 (4.65%) Cognos Framework Manager
7 2 (4.65%) Cognos Report Studio
7 2 (4.65%) RDBMS
7 2 (4.65%) SQL Server 2012
Development Applications
1 16 (37.21%) Git (software)
2 13 (30.23%) Subversion
3 9 (20.93%) Jenkins
3 9 (20.93%) JIRA
4 4 (9.30%) Team Foundation Server
4 4 (9.30%) Visual Studio
General
1 27 (62.79%) Finance
2 6 (13.95%) Banking
2 6 (13.95%) Games
3 2 (4.65%) Front Office
3 2 (4.65%) Investment Banking
4 1 (2.33%) Law
Job Titles
1 30 (69.77%) Developer
2 9 (20.93%) Big Data Developer
3 6 (13.95%) Designer
4 5 (11.63%) C# Developer
4 5 (11.63%) Cloud Developer
5 4 (9.30%) Cognos Developer
5 4 (9.30%) Digital Designer
6 3 (6.98%) .NET Developer
6 3 (6.98%) Business Intelligence Developer
6 3 (6.98%) C# .NET Developer
6 3 (6.98%) C++ Developer
6 3 (6.98%) Cognos BI Developer
7 2 (4.65%) Analytics Manager
7 2 (4.65%) Business Intelligence Manager
7 2 (4.65%) Release Manager
7 2 (4.65%) Senior Developer
7 2 (4.65%) Software Developer
8 1 (2.33%) Front End Developer (Client-Side Developer)
8 1 (2.33%) Senior Front-End Developer
8 1 (2.33%) UI Developer
Libraries, Frameworks & Software Standards
1 26 (60.47%) HTML
2 20 (46.51%) HTML5
3 12 (27.91%) CSS
4 11 (25.58%) D3.js
5 6 (13.95%) .NET
5 6 (13.95%) CSS3
5 6 (13.95%) jQuery
5 6 (13.95%) REST
6 5 (11.63%) WPF
7 4 (9.30%) Flash
7 4 (9.30%) MDX
8 3 (6.98%) Unity (Game Engine)
8 3 (6.98%) Unreal Engine
8 3 (6.98%) Web Services
9 1 (2.33%) ASP.NET MVC 5
9 1 (2.33%) Backbone.js
9 1 (2.33%) HATEOAS
9 1 (2.33%) KnockoutJS
9 1 (2.33%) Razor View Engine
9 1 (2.33%) WebSockets
Miscellaneous
1 12 (27.91%) Analytical Skills
2 9 (20.93%) Market Risk
3 7 (16.28%) Augmented Reality
3 7 (16.28%) Data Integration
4 5 (11.63%) Hybrid Cloud
4 5 (11.63%) User Experience
4 5 (11.63%) Virtual Team
5 4 (9.30%) 3D Graphics
5 4 (9.30%) Animation
5 4 (9.30%) Management Information System
5 4 (9.30%) Psychology
6 3 (6.98%) Mobile App
7 2 (4.65%) Data Structures
7 2 (4.65%) Equities
7 2 (4.65%) Fixed Income
7 2 (4.65%) Ontologies
8 1 (2.33%) Computer Science
8 1 (2.33%) Data Protection Act
8 1 (2.33%) Physics
Operating Systems
1 8 (18.60%) Linux
2 5 (11.63%) Unix
2 5 (11.63%) Windows
3 3 (6.98%) Android
3 3 (6.98%) Apple iOS
Processes & Methodologies
1 19 (44.19%) Data Visualisation
2 18 (41.86%) Agile Software Development
2 18 (41.86%) Analytics
2 18 (41.86%) Business Intelligence
3 14 (32.56%) SDLC
4 13 (30.23%) Data Management
5 12 (27.91%) Data Protection
6 10 (23.26%) Scrum
7 9 (20.93%) Continuous Integration
7 9 (20.93%) Data Analysis
7 9 (20.93%) OO
7 9 (20.93%) Regression Testing
7 9 (20.93%) Trend Analysis
7 9 (20.93%) Workflow
8 7 (16.28%) ETL
8 7 (16.28%) SOA
8 7 (16.28%) TDD
9 6 (13.95%) BDD
9 6 (13.95%) Data Analytics
10 5 (11.63%) Software Distribution
Programming Languages
1 20 (46.51%) Java
2 17 (39.53%) SQL
3 16 (37.21%) Python
4 10 (23.26%) C#
5 9 (20.93%) Scala
6 8 (18.60%) JavaScript
7 5 (11.63%) T-SQL
8 4 (9.30%) C++
9 1 (2.33%) R
9 1 (2.33%) TypeScript
9 1 (2.33%) XAML
Qualifications
1 7 (16.28%) Degree
Quality Assurance & Compliance
1 6 (13.95%) Data Quality
System Software
1 5 (11.63%) Docker
Systems Management
1 9 (20.93%) Oozie
1 9 (20.93%) Rundeck
2 5 (11.63%) Kubernetes
2 5 (11.63%) Mesos
Vendors
1 13 (30.23%) Tableau
2 9 (20.93%) Oracle
3 7 (16.28%) Microsoft
4 4 (9.30%) Adobe
4 4 (9.30%) Cognos
5 3 (6.98%) MicroStrategy
6 2 (4.65%) IBM
7 1 (2.33%) SAP