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 24 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 May 2016
Same period 2015 Same period 2014
Visualisation
Rank 101 126 148
Rank change year-on-year
+25 +22
Permanent jobs citing Visualisation 57 26 28
As % of all permanent IT jobs located in Scotland 2.02% 0.89% 0.72%
As % of the Miscellaneous category 4.87% 2.41% 2.21%
Number of salaries quoted 28 17 20
Median salary £50,000 £38,500 £38,500
Median salary % change year-on-year
+29.87% -
90% offered a salary of more than £30,000 £37,500 £22,950
10% offered a salary of more than £77,000 £54,500 £43,000
UK excluding London median salary £45,000 £43,000 £45,000
% change year-on-year
+4.65% -4.44%
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
1171 1079 1266
As % of all permanent IT jobs located in Scotland 41.52% 36.79% 32.57%
Number of salaries quoted 594 671 813
Median salary £42,500 £42,500 £42,000
Median salary % change year-on-year
- +1.19%
90% offered a salary of more than £26,500 £30,000 £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 24 May 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 24 May 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 +12 36 £30,000 -20.00% 2
Edinburgh +1 20 £74,000 +92.20% 2
Visualisation
UK

Visualisation
Top 30 Related IT Skills in Scotland

For the 6 months to 24 May 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 56 (49.56%) Agile Software Development
2 53 (46.90%) Analytics
3 50 (44.25%) Business Intelligence
4 41 (36.28%) HTML
5 39 (34.51%) CSS
6 38 (33.63%) Python
7 36 (31.86%) Degree
8 34 (30.09%) QlikView
9 32 (28.32%) SQL Server Integration Services
9 32 (28.32%) SQL Server Reporting Services
10 31 (27.43%) Finance
11 30 (26.55%) Data Management
12 29 (25.66%) Data Warehouse
13 28 (24.78%) JavaScript
13 28 (24.78%) Service Delivery
13 28 (24.78%) SQL Server Analysis Services
13 28 (24.78%) Data Visualisation
14 27 (23.89%) ETL
15 26 (23.01%) BusinessObjects
16 25 (22.12%) Java
16 25 (22.12%) Windows
16 25 (22.12%) SDLC
17 24 (21.24%) Unix
17 24 (21.24%) Linux
18 23 (20.35%) Machine Learning
18 23 (20.35%) Big Data
19 22 (19.47%) Data Quality
19 22 (19.47%) PaaS
19 22 (19.47%) HTML5
19 22 (19.47%) PRINCE2 Practitioner

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 22 (19.47%) SAS
2 7 (6.19%) Apache Spark
3 2 (1.77%) SharePoint
3 2 (1.77%) SharePoint 2010
3 2 (1.77%) SharePoint 2013
4 1 (0.88%) GeoServer
4 1 (0.88%) Node.js
Applications
1 21 (18.58%) MS PowerPoint
2 19 (16.81%) Adobe Illustrator
2 19 (16.81%) InDesign
2 19 (16.81%) Photoshop
3 11 (9.73%) SPSS
4 7 (6.19%) MS Excel
5 5 (4.42%) Stata
Cloud Services
1 22 (19.47%) Amazon AWS
1 22 (19.47%) Amazon CloudWatch
1 22 (19.47%) Amazon EC2
1 22 (19.47%) Amazon S3
1 22 (19.47%) IaaS
1 22 (19.47%) Microsoft Azure
1 22 (19.47%) PaaS
2 1 (0.88%) Google Analytics
Communications & Networking
1 3 (2.65%) SAN
2 2 (1.77%) Firewall
Database & Business Intelligence
1 34 (30.09%) QlikView
2 32 (28.32%) SQL Server Integration Services
2 32 (28.32%) SQL Server Reporting Services
3 29 (25.66%) Data Warehouse
4 28 (24.78%) SQL Server Analysis Services
5 26 (23.01%) BusinessObjects
6 23 (20.35%) Big Data
7 19 (16.81%) SQL Server
8 13 (11.50%) NoSQL
9 6 (5.31%) Data Mining
9 6 (5.31%) Hadoop
9 6 (5.31%) MongoDB
9 6 (5.31%) PostgreSQL
10 4 (3.54%) Spotfire
11 2 (1.77%) OLAP
11 2 (1.77%) OLAP Cube
12 1 (0.88%) GIS
12 1 (0.88%) Impala
12 1 (0.88%) Oracle Reports
12 1 (0.88%) RDBMS
Development Applications
1 22 (19.47%) Talend Open Studio
2 4 (3.54%) Git (software)
3 3 (2.65%) SQL Server Management Studio (SSMS)
4 1 (0.88%) Jenkins
4 1 (0.88%) JIRA
4 1 (0.88%) Subversion
General
1 31 (27.43%) Finance
2 13 (11.50%) Banking
3 12 (10.62%) Retail
4 7 (6.19%) Games
5 1 (0.88%) Marketing
Job Titles
1 50 (44.25%) Developer
2 33 (29.20%) Business Intelligence Developer
3 28 (24.78%) Consultant
4 23 (20.35%) Business Intelligence Consultant
5 19 (16.81%) Designer
5 19 (16.81%) Digital Designer
6 13 (11.50%) Cloud Developer
7 11 (9.73%) Analytics Manager
7 11 (9.73%) Business Intelligence Manager
7 11 (9.73%) Data Analytics Manager
7 11 (9.73%) Data Manager
8 9 (7.96%) Cloud Engineer
8 9 (7.96%) Development Engineer
8 9 (7.96%) Full Stack Developer
8 9 (7.96%) Monitoring Engineer
9 5 (4.42%) Data Scientist
9 5 (4.42%) Senior Consultant
10 4 (3.54%) Analyst
10 4 (3.54%) Data Consultant
10 4 (3.54%) Software Engineer
Libraries, Frameworks & Software Standards
1 41 (36.28%) HTML
2 39 (34.51%) CSS
3 22 (19.47%) HTML5
4 19 (16.81%) Flash
5 13 (11.50%) CSS3
5 13 (11.50%) jQuery
5 13 (11.50%) REST
6 8 (7.08%) D3.js
7 5 (4.42%) .NET
8 4 (3.54%) WebGL
9 2 (1.77%) AngularJS
9 2 (1.77%) Backbone.js
9 2 (1.77%) MDX
9 2 (1.77%) OpenGL
9 2 (1.77%) React
9 2 (1.77%) VTK
10 1 (0.88%) Ajax
10 1 (0.88%) PostGIS
10 1 (0.88%) SOAP
10 1 (0.88%) XML
Miscellaneous
1 22 (19.47%) Hybrid Cloud
2 21 (18.58%) User Experience
3 19 (16.81%) 3D Graphics
3 19 (16.81%) Animation
3 19 (16.81%) Augmented Reality
3 19 (16.81%) Psychology
4 12 (10.62%) Credit Risk
5 11 (9.73%) Computer Science
6 9 (7.96%) Analytical Skills
7 5 (4.42%) Applied Mathematics
7 5 (4.42%) Informatics
7 5 (4.42%) Mathematics
7 5 (4.42%) Statistics
8 3 (2.65%) Data Integration
9 2 (1.77%) Data Structures
9 2 (1.77%) Security Operations Centre
10 1 (0.88%) Market Risk
10 1 (0.88%) Remote Sensing
10 1 (0.88%) Social Media
Operating Systems
1 25 (22.12%) Windows
2 24 (21.24%) Linux
2 24 (21.24%) Unix
3 1 (0.88%) AIX
3 1 (0.88%) Solaris
Processes & Methodologies
1 56 (49.56%) Agile Software Development
2 53 (46.90%) Analytics
3 50 (44.25%) Business Intelligence
4 30 (26.55%) Data Management
5 28 (24.78%) Data Visualisation
5 28 (24.78%) Service Delivery
6 27 (23.89%) ETL
7 25 (22.12%) SDLC
8 23 (20.35%) Machine Learning
9 22 (19.47%) Configuration Management
9 22 (19.47%) Enterprise Data Management
9 22 (19.47%) Performance Monitoring
9 22 (19.47%) PRINCE2
9 22 (19.47%) Software Distribution
9 22 (19.47%) Stakeholder Management
9 22 (19.47%) TDD
10 19 (16.81%) 3D Visualisation
10 19 (16.81%) Data Protection
10 19 (16.81%) Ethnography
11 17 (15.04%) Software Engineering
Programming Languages
1 38 (33.63%) Python
2 28 (24.78%) JavaScript
3 25 (22.12%) Java
4 10 (8.85%) Perl
5 8 (7.08%) SQL
6 7 (6.19%) R
7 6 (5.31%) Scala
8 5 (4.42%) C++
9 3 (2.65%) T-SQL
10 2 (1.77%) VBA
11 1 (0.88%) C#
11 1 (0.88%) MATLAB
11 1 (0.88%) PHP
Qualifications
1 36 (31.86%) Degree
2 22 (19.47%) PRINCE2 Practitioner
2 22 (19.47%) Security Cleared
3 2 (1.77%) CEH
3 2 (1.77%) GIAC
3 2 (1.77%) SANS
Quality Assurance & Compliance
1 22 (19.47%) Data Quality
2 4 (3.54%) IAS 39
System Software
1 22 (19.47%) Docker
Systems Management
1 22 (19.47%) Kubernetes
1 22 (19.47%) Mesos
2 2 (1.77%) QRadar
3 1 (0.88%) Oozie
3 1 (0.88%) Rundeck
Vendors
1 22 (19.47%) Cognos
1 22 (19.47%) Talend
2 20 (17.70%) Adobe
3 14 (12.39%) Tableau
4 13 (11.50%) Oracle
5 9 (7.96%) Microsoft
6 5 (4.42%) Greenplum
7 4 (3.54%) Ab Initio
7 4 (3.54%) Hyperion
7 4 (3.54%) Informatica
8 2 (1.77%) ArcSight
8 2 (1.77%) Cisco
8 2 (1.77%) Intel Security
8 2 (1.77%) LogRhythm
8 2 (1.77%) Remedy
9 1 (0.88%) Alteryx
9 1 (0.88%) Birst
9 1 (0.88%) Facebook
9 1 (0.88%) Jaspersoft
9 1 (0.88%) Twitter
Edinburgh & Lothians
ANSON MCCADE
Salary: Circa £40,000- £58,000+ an EXCELLENT package
Posted: 7 hours ago
Edinburgh, Midlothian
Oliver James Associates
Salary: £80000 - £85000 per annum + Car, PMI, Flexible benefits, bonus
Posted: 8 hours ago
Livingston, West Lothian
Reed Technology
Salary: £30000 - £40000 per annum + bens
Posted: 10 hours ago
Glasgow, Lanarkshire
Capita Resourcing - IT Resourcing
Salary: £25000 - £35000 per annum + benefits
Posted: 5 days ago
Glasgow, Scotland
JP Morgan Glasgow
Salary: Competitive + Benefits
Posted: 26 days ago