The table below looks at the prevalence of the term Visualisation 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 27 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Jul 2016
Same period 2015 Same period 2014
Visualisation
Rank 85 136 144
Rank change year-on-year
+51 +8
Permanent jobs citing Visualisation 79 27 37
As % of all permanent IT jobs located in Scotland 2.74% 0.85% 1.01%
As % of the Miscellaneous category 6.24% 2.14% 2.78%
Number of salaries quoted 30 19 27
Median salary £41,500 £43,750 £38,500
Median salary % change year-on-year
-5.14% +13.63%
90% offered a salary of more than £30,000 £37,600 £27,300
10% offered a salary of more than £74,000 £52,000 £70,000
UK excluding London median salary £45,000 £46,377 £45,000
% change year-on-year
-2.96% +3.05%
Visualisation
UK

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

Miscellaneous Category
Scotland
Permanent IT job ads with a match in the
Miscellaneous category
1266 1264 1332
As % of all permanent IT jobs located in Scotland 43.90% 39.81% 36.27%
Number of salaries quoted 597 793 888
Median salary £43,000 £40,000 £41,500
Median salary % change year-on-year
+7.50% -3.61%
90% offered a salary of more than £27,500 £28,500 £27,500
10% offered a salary of more than £67,500 £60,000 £60,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

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 Miscellaneous 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 27 July 2016.

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 27 July 2016. 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
(Click see detailed
statistics and trends)
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 +26 51 £30,000 -36.84% 2
Edinburgh +11 25 £70,000 +75.00%
West Lothian - 3 £35,000 -
Visualisation
UK

Visualisation
Top 30 Related IT Skills in Scotland

For the 6 months to 27 July 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 Scotland region with a requirement for Visualisation.

1 66 (53.66%) Analytics
2 59 (47.97%) Finance
3 55 (44.72%) HTML
4 54 (43.90%) Agile Software Development
5 53 (43.09%) Python
6 52 (42.28%) Data Visualisation
7 50 (40.65%) Degree
8 43 (34.96%) Java
9 42 (34.15%) Business Intelligence
9 42 (34.15%) SDLC
10 40 (32.52%) CSS
11 38 (30.89%) HTML5
11 38 (30.89%) Big Data
12 35 (28.46%) Windows
13 34 (27.64%) Tableau
14 31 (25.20%) SAS
15 30 (24.39%) Unix
15 30 (24.39%) Linux
15 30 (24.39%) TDD
15 30 (24.39%) Machine Learning
16 29 (23.58%) IaaS
16 29 (23.58%) Software Distribution
16 29 (23.58%) Performance Monitoring
16 29 (23.58%) Docker
16 29 (23.58%) PaaS
16 29 (23.58%) Amazon EC2
16 29 (23.58%) Amazon S3
16 29 (23.58%) Microsoft Azure
16 29 (23.58%) Amazon AWS
16 29 (23.58%) Software Engineering

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 31 (25.20%) SAS
2 23 (18.70%) Apache Spark
Applications
1 17 (13.82%) Adobe Illustrator
1 17 (13.82%) InDesign
1 17 (13.82%) MS PowerPoint
1 17 (13.82%) Photoshop
2 14 (11.38%) SPSS
3 12 (9.76%) MS Excel
4 8 (6.50%) Stata
5 1 (0.81%) MS Office
Business Applications
1 4 (3.25%) Cognos Business Intelligence
2 2 (1.63%) Cognos TM1
Cloud Services
1 29 (23.58%) Amazon AWS
1 29 (23.58%) Amazon CloudWatch
1 29 (23.58%) Amazon EC2
1 29 (23.58%) Amazon S3
1 29 (23.58%) IaaS
1 29 (23.58%) Microsoft Azure
1 29 (23.58%) PaaS
2 1 (0.81%) Google Analytics
Communications & Networking
1 4 (3.25%) Ethernet
2 3 (2.44%) SAN
3 2 (1.63%) Firewall
4 1 (0.81%) RS-232
Database & Business Intelligence
1 38 (30.89%) Big Data
2 25 (20.33%) SQL Server
3 20 (16.26%) NoSQL
4 19 (15.45%) Hadoop
5 15 (12.20%) QlikView
6 14 (11.38%) Spotfire
7 13 (10.57%) SQL Server Integration Services
8 11 (8.94%) Impala
8 11 (8.94%) Sqoop
9 9 (7.32%) BusinessObjects
9 9 (7.32%) Data Mining
9 9 (7.32%) SQL Server Reporting Services
10 8 (6.50%) Data Warehouse
10 8 (6.50%) MongoDB
10 8 (6.50%) PostgreSQL
11 5 (4.07%) SQL Server Analysis Services
12 4 (3.25%) Cognos Query Studio
13 2 (1.63%) Cognos Analysis Studio
13 2 (1.63%) Cognos Framework Manager
13 2 (1.63%) Cognos Report Studio
Development Applications
1 12 (9.76%) Git (software)
2 11 (8.94%) Jenkins
2 11 (8.94%) JIRA
2 11 (8.94%) Subversion
3 4 (3.25%) Talend Open Studio
3 4 (3.25%) Team Foundation Server
4 1 (0.81%) SQL Server Management Studio (SSMS)
General
1 59 (47.97%) Finance
2 18 (14.63%) Banking
3 12 (9.76%) Retail
4 10 (8.13%) Games
5 3 (2.44%) Marketing
6 1 (0.81%) Electronics
6 1 (0.81%) Front Office
6 1 (0.81%) Investment Banking
6 1 (0.81%) Law
Job Titles
1 44 (35.77%) Developer
2 20 (16.26%) Cloud Developer
3 17 (13.82%) Designer
3 17 (13.82%) Digital Designer
4 13 (10.57%) Consultant
4 13 (10.57%) Data Manager
5 12 (9.76%) Analytics Manager
5 12 (9.76%) Business Intelligence Manager
5 12 (9.76%) Data Analytics Manager
6 11 (8.94%) Big Data Developer
7 10 (8.13%) Development Engineer
8 9 (7.32%) Cloud Engineer
8 9 (7.32%) Full Stack Developer
8 9 (7.32%) Monitoring Engineer
9 8 (6.50%) Analyst
9 8 (6.50%) Business Intelligence Developer
9 8 (6.50%) Data Scientist
9 8 (6.50%) Software Engineer
10 7 (5.69%) Senior Consultant
11 6 (4.88%) Data Consultant
Libraries, Frameworks & Software Standards
1 55 (44.72%) HTML
2 40 (32.52%) CSS
3 38 (30.89%) HTML5
4 22 (17.89%) D3.js
5 20 (16.26%) CSS3
5 20 (16.26%) jQuery
5 20 (16.26%) REST
6 17 (13.82%) Flash
7 4 (3.25%) .NET
7 4 (3.25%) MDX
8 3 (2.44%) WPF
9 1 (0.81%) Node.js
9 1 (0.81%) OpenGL
9 1 (0.81%) Silverlight
9 1 (0.81%) VTK
9 1 (0.81%) WebGL
Miscellaneous
1 29 (23.58%) Hybrid Cloud
2 24 (19.51%) Analytical Skills
3 20 (16.26%) Virtual Team
4 18 (14.63%) User Experience
5 17 (13.82%) 3D Graphics
5 17 (13.82%) Animation
5 17 (13.82%) Augmented Reality
5 17 (13.82%) Psychology
6 13 (10.57%) Credit Risk
7 11 (8.94%) Market Risk
7 11 (8.94%) Mathematics
7 11 (8.94%) Statistics
8 10 (8.13%) Computer Science
9 9 (7.32%) Applied Mathematics
10 8 (6.50%) Informatics
11 5 (4.07%) Data Integration
12 2 (1.63%) Management Information System
12 2 (1.63%) Security Operations Centre
13 1 (0.81%) Data Structures
13 1 (0.81%) Field-Programmable Gate Array
Operating Systems
1 35 (28.46%) Windows
2 30 (24.39%) Linux
2 30 (24.39%) Unix
3 1 (0.81%) AIX
3 1 (0.81%) Solaris
Processes & Methodologies
1 66 (53.66%) Analytics
2 54 (43.90%) Agile Software Development
3 52 (42.28%) Data Visualisation
4 42 (34.15%) Business Intelligence
4 42 (34.15%) SDLC
5 30 (24.39%) Machine Learning
5 30 (24.39%) TDD
6 29 (23.58%) Configuration Management
6 29 (23.58%) Performance Monitoring
6 29 (23.58%) Service Delivery
6 29 (23.58%) Software Distribution
6 29 (23.58%) Software Engineering
7 27 (21.95%) Data Management
8 22 (17.89%) Data Analytics
9 21 (17.07%) BDD
9 21 (17.07%) DevOps
10 20 (16.26%) Continuous Integration
10 20 (16.26%) Microservices
10 20 (16.26%) SOA
11 18 (14.63%) Data Protection
Programming Languages
1 53 (43.09%) Python
2 43 (34.96%) Java
3 23 (18.70%) SQL
4 22 (17.89%) JavaScript
5 19 (15.45%) Scala
6 11 (8.94%) R
7 10 (8.13%) C#
7 10 (8.13%) Perl
8 9 (7.32%) C++
9 6 (4.88%) Delphi
10 5 (4.07%) T-SQL
11 3 (2.44%) MATLAB
12 2 (1.63%) VBA
13 1 (0.81%) XAML
Qualifications
1 50 (40.65%) Degree
2 4 (3.25%) PRINCE2 Practitioner
2 4 (3.25%) Security Cleared
3 2 (1.63%) CEH
3 2 (1.63%) GIAC
3 2 (1.63%) SANS
4 1 (0.81%) PhD
Quality Assurance & Compliance
1 12 (9.76%) Data Quality
2 4 (3.25%) IAS 39
System Software
1 29 (23.58%) Docker
2 3 (2.44%) Firmware
Systems Management
1 29 (23.58%) Kubernetes
1 29 (23.58%) Mesos
2 11 (8.94%) Oozie
2 11 (8.94%) Rundeck
3 2 (1.63%) QRadar
Vendors
1 34 (27.64%) Tableau
2 24 (19.51%) Oracle
3 18 (14.63%) Adobe
4 14 (11.38%) Microsoft
5 8 (6.50%) Cognos
5 8 (6.50%) Greenplum
6 4 (3.25%) Ab Initio
6 4 (3.25%) Hyperion
6 4 (3.25%) Informatica
6 4 (3.25%) Talend
7 3 (2.44%) IBM
8 2 (1.63%) ArcSight
8 2 (1.63%) Cisco
8 2 (1.63%) Intel Security
8 2 (1.63%) LogRhythm
8 2 (1.63%) Remedy
9 1 (0.81%) Clarabridge
9 1 (0.81%) Facebook
9 1 (0.81%) Platfora
9 1 (0.81%) Twitter
Glasgow, Lanarkshire
Capita Resourcing - IT Resourcing
Salary: £25000 - £35000 per annum + benefits
Posted: 6 days ago
Glasgow, Lanarkshire
Capita Resourcing - IT Resourcing
Salary: £30000 - £40000 per annum + benefits
Posted: 6 days ago