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 29 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Aug 2016
Same period 2015 Same period 2014
Visualisation
Rank 63 87 105
Rank change year-on-year
+24 +18
Permanent jobs citing Visualisation 34 15 7
As % of all permanent IT jobs located in Glasgow 2.95% 1.19% 0.50%
As % of the Miscellaneous category 6.95% 3.02% 1.34%
Number of salaries quoted 13 12 3
Median salary £31,000 £47,500 £44,000
Median salary % change year-on-year
-34.73% +7.95%
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
489 497 524
As % of all permanent IT jobs located in Glasgow 42.48% 39.51% 37.40%
Number of salaries quoted 194 316 347
Median salary £40,000 £43,625 £42,000
Median salary % change year-on-year
-8.30% +3.86%
90% offered a salary of more than £27,700 £30,000 £30,000
10% offered a salary of more than £60,000 £62,500 £63,000
UK excluding London median salary £42,500 £40,000 £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 29 August 2016.

Visualisation Salary Histogram in Glasgow

Visualisation
Top 30 Related IT Skills in Glasgow

For the 6 months to 29 August 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 51 (70.83%) HTML
2 50 (69.44%) Finance
3 46 (63.89%) Java
4 42 (58.33%) Agile Software Development
5 41 (56.94%) SDLC
6 38 (52.78%) Analytics
7 37 (51.39%) Python
7 37 (51.39%) HTML5
8 34 (47.22%) CSS
9 31 (43.06%) Windows
10 30 (41.67%) Unix
10 30 (41.67%) Linux
10 30 (41.67%) TDD
10 30 (41.67%) Degree
11 29 (40.28%) Amazon EC2
11 29 (40.28%) Amazon S3
11 29 (40.28%) Microsoft Azure
11 29 (40.28%) Amazon AWS
11 29 (40.28%) PaaS
11 29 (40.28%) Configuration Management
11 29 (40.28%) Service Delivery
11 29 (40.28%) IaaS
11 29 (40.28%) Machine Learning
11 29 (40.28%) Software Distribution
11 29 (40.28%) Performance Monitoring
11 29 (40.28%) Docker
11 29 (40.28%) Mesos
11 29 (40.28%) Amazon CloudWatch
11 29 (40.28%) Kubernetes
11 29 (40.28%) Hybrid Cloud

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 14 (19.44%) Apache Spark
2 1 (1.39%) SAS
Applications
1 14 (19.44%) Adobe Illustrator
1 14 (19.44%) InDesign
1 14 (19.44%) MS PowerPoint
1 14 (19.44%) Photoshop
Business Applications
1 4 (5.56%) Cognos Business Intelligence
2 2 (2.78%) Cognos TM1
Cloud Services
1 29 (40.28%) Amazon AWS
1 29 (40.28%) Amazon CloudWatch
1 29 (40.28%) Amazon EC2
1 29 (40.28%) Amazon S3
1 29 (40.28%) IaaS
1 29 (40.28%) Microsoft Azure
1 29 (40.28%) PaaS
Communications & Networking
1 3 (4.17%) SAN
2 2 (2.78%) Firewall
Database & Business Intelligence
1 20 (27.78%) NoSQL
2 14 (19.44%) Big Data
3 12 (16.67%) Hadoop
3 12 (16.67%) Impala
3 12 (16.67%) Spotfire
3 12 (16.67%) Sqoop
4 5 (6.94%) SQL Server Integration Services
5 4 (5.56%) Cognos Query Studio
5 4 (5.56%) KDB
5 4 (5.56%) Kdb+
5 4 (5.56%) SQL Server
6 2 (2.78%) ActiveReports
6 2 (2.78%) Cognos Analysis Studio
6 2 (2.78%) Cognos Framework Manager
6 2 (2.78%) Cognos Report Studio
6 2 (2.78%) Data Warehouse
7 1 (1.39%) BusinessObjects
7 1 (1.39%) QlikView
7 1 (1.39%) RDBMS
7 1 (1.39%) Relational Database
Development Applications
1 12 (16.67%) Git (software)
1 12 (16.67%) Jenkins
1 12 (16.67%) JIRA
1 12 (16.67%) Subversion
2 4 (5.56%) Team Foundation Server
General
1 50 (69.44%) Finance
2 5 (6.94%) Banking
3 2 (2.78%) Front Office
3 2 (2.78%) Games
3 2 (2.78%) Investment Banking
4 1 (1.39%) Law
Job Titles
1 41 (56.94%) Developer
2 20 (27.78%) Cloud Developer
3 14 (19.44%) Designer
3 14 (19.44%) Digital Designer
4 12 (16.67%) Big Data Developer
5 9 (12.50%) Cloud Engineer
5 9 (12.50%) Development Engineer
5 9 (12.50%) Full Stack Developer
5 9 (12.50%) Monitoring Engineer
6 5 (6.94%) C# Developer
7 4 (5.56%) Cognos Developer
8 3 (4.17%) .NET Developer
8 3 (4.17%) Business Intelligence Developer
8 3 (4.17%) C# .NET Developer
8 3 (4.17%) Cognos BI Developer
8 3 (4.17%) Java Developer
9 2 (2.78%) Analyst
9 2 (2.78%) ArcSight Analyst
9 2 (2.78%) Consultant
9 2 (2.78%) Senior Analyst
Libraries, Frameworks & Software Standards
1 51 (70.83%) HTML
2 37 (51.39%) HTML5
3 34 (47.22%) CSS
4 20 (27.78%) CSS3
4 20 (27.78%) jQuery
4 20 (27.78%) REST
5 14 (19.44%) Flash
6 12 (16.67%) D3.js
7 5 (6.94%) .NET
7 5 (6.94%) WPF
8 4 (5.56%) MDX
9 1 (1.39%) Silverlight
Miscellaneous
1 29 (40.28%) Hybrid Cloud
2 20 (27.78%) Virtual Team
3 15 (20.83%) User Experience
4 14 (19.44%) 3D Graphics
4 14 (19.44%) Animation
4 14 (19.44%) Augmented Reality
4 14 (19.44%) Psychology
5 12 (16.67%) Analytical Skills
5 12 (16.67%) Market Risk
6 2 (2.78%) Data Integration
6 2 (2.78%) Equities
6 2 (2.78%) Fixed Income
6 2 (2.78%) Management Information System
6 2 (2.78%) Security Operations Centre
Operating Systems
1 31 (43.06%) Windows
2 30 (41.67%) Linux
2 30 (41.67%) Unix
3 1 (1.39%) AIX
3 1 (1.39%) Solaris
Processes & Methodologies
1 42 (58.33%) Agile Software Development
2 41 (56.94%) SDLC
3 38 (52.78%) Analytics
4 30 (41.67%) TDD
5 29 (40.28%) Configuration Management
5 29 (40.28%) Machine Learning
5 29 (40.28%) Performance Monitoring
5 29 (40.28%) Service Delivery
5 29 (40.28%) Software Distribution
6 22 (30.56%) Data Visualisation
7 21 (29.17%) BDD
7 21 (29.17%) Continuous Integration
8 20 (27.78%) DevOps
8 20 (27.78%) Microservices
8 20 (27.78%) SOA
8 20 (27.78%) Software Engineering
9 19 (26.39%) Business Intelligence
10 16 (22.22%) Data Protection
11 14 (19.44%) Data Management
11 14 (19.44%) Ethnography
Programming Languages
1 46 (63.89%) Java
2 37 (51.39%) Python
3 17 (23.61%) SQL
4 15 (20.83%) JavaScript
5 12 (16.67%) Scala
6 10 (13.89%) Perl
7 5 (6.94%) C#
8 4 (5.56%) T-SQL
9 1 (1.39%) R
9 1 (1.39%) XAML
Qualifications
1 30 (41.67%) Degree
2 2 (2.78%) CEH
2 2 (2.78%) GIAC
2 2 (2.78%) SANS
Quality Assurance & Compliance
1 6 (8.33%) Data Quality
2 1 (1.39%) IAS 39
System Software
1 29 (40.28%) Docker
Systems Management
1 29 (40.28%) Kubernetes
1 29 (40.28%) Mesos
2 12 (16.67%) Oozie
2 12 (16.67%) Rundeck
3 2 (2.78%) QRadar
Vendors
1 17 (23.61%) Tableau
2 14 (19.44%) Adobe
3 12 (16.67%) Oracle
4 4 (5.56%) Cognos
5 2 (2.78%) ArcSight
5 2 (2.78%) Cisco
5 2 (2.78%) IBM
5 2 (2.78%) Intel Security
5 2 (2.78%) LogRhythm
5 2 (2.78%) Microsoft
5 2 (2.78%) Remedy
6 1 (1.39%) Ab Initio
6 1 (1.39%) Hyperion
6 1 (1.39%) Informatica