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 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 126 120 136
Rank change year-on-year
-6 +16
Permanent jobs citing Visualisation 15 45 28
As % of all permanent IT jobs located in Scotland 0.63% 1.45% 0.88%
As % of the Miscellaneous category 1.89% 3.47% 2.46%
Number of salaries quoted 10 37 26
Median salary £39,000 £47,500 £42,500
Median salary % change year-on-year
-17.89% +11.76%
90% offered a salary of more than £30,000 £30,000 £38,500
10% offered a salary of more than £57,000 £47,500 £46,250
UK excluding London median salary £45,000 £47,500 £40,000
% change year-on-year
-5.26% +18.75%
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
793 1297 1139
As % of all permanent IT jobs located in Scotland 33.40% 41.80% 35.82%
Number of salaries quoted 496 755 735
Median salary £42,500 £42,233 £40,000
Median salary % change year-on-year
+0.63% +5.58%
90% offered a salary of more than £30,000 £29,867 £28,000
10% offered a salary of more than £62,500 £60,000 £57,500
UK excluding London median salary £42,500 £42,500 £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 7 December 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 7 December 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 -8 11 £38,000 -20.00%
Edinburgh -6 3 £43,750 -7.89% 1
Visualisation
UK

Visualisation
Top 30 Related IT Skills in Scotland

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 Scotland region with a requirement for Visualisation.

1 34 (50.75%) Finance
2 33 (49.25%) Data Visualisation
3 27 (40.30%) Analytics
4 26 (38.81%) HTML
5 24 (35.82%) Python
5 24 (35.82%) Agile Software Development
6 23 (34.33%) Business Intelligence
7 22 (32.84%) Java
7 22 (32.84%) SQL
7 22 (32.84%) Tableau
8 21 (31.34%) Analytical Skills
9 20 (29.85%) Big Data
9 20 (29.85%) HTML5
10 19 (28.36%) Git (software)
11 18 (26.87%) Data Management
11 18 (26.87%) Degree
12 17 (25.37%) C#
13 16 (23.88%) Apache Spark
14 15 (22.39%) SDLC
14 15 (22.39%) D3.js
14 15 (22.39%) Subversion
15 14 (20.90%) OO
15 14 (20.90%) Microsoft
16 13 (19.40%) Software Engineering
17 12 (17.91%) Data Warehouse
17 12 (17.91%) C++
17 12 (17.91%) SQL Server
17 12 (17.91%) CSS
17 12 (17.91%) Data Protection
17 12 (17.91%) Scala

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 16 (23.88%) Apache Spark
2 9 (13.43%) SAS
3 4 (5.97%) SharePoint
Applications
1 10 (14.93%) MS Excel
2 4 (5.97%) Adobe Illustrator
2 4 (5.97%) InDesign
2 4 (5.97%) MS PowerPoint
2 4 (5.97%) Photoshop
3 3 (4.48%) SPSS
3 3 (4.48%) Stata
4 2 (2.99%) MS Office
Business Applications
1 4 (5.97%) Cognos Business Intelligence
2 2 (2.99%) Cognos TM1
Cloud Services
1 8 (11.94%) Amazon AWS
2 5 (7.46%) Amazon CloudWatch
2 5 (7.46%) Amazon EC2
2 5 (7.46%) Amazon S3
2 5 (7.46%) IaaS
2 5 (7.46%) Microsoft Azure
2 5 (7.46%) PaaS
3 4 (5.97%) GitHub
Communications & Networking
1 4 (5.97%) Ethernet
2 1 (1.49%) Internet
2 1 (1.49%) RS-232
2 1 (1.49%) SMS
Database & Business Intelligence
1 20 (29.85%) Big Data
2 12 (17.91%) Data Warehouse
2 12 (17.91%) Hadoop
2 12 (17.91%) Spotfire
2 12 (17.91%) SQL Server
3 9 (13.43%) Impala
3 9 (13.43%) Sqoop
4 8 (11.94%) Data Mining
5 7 (10.45%) NoSQL
6 4 (5.97%) Cognos Query Studio
6 4 (5.97%) KDB
6 4 (5.97%) Kdb+
6 4 (5.97%) QlikView
6 4 (5.97%) SAP Data Services
6 4 (5.97%) SQL Server Integration Services
7 3 (4.48%) MongoDB
7 3 (4.48%) PostgreSQL
8 2 (2.99%) ActiveReports
8 2 (2.99%) Cognos Analysis Studio
8 2 (2.99%) Cognos Report Studio
Development Applications
1 19 (28.36%) Git (software)
2 15 (22.39%) Subversion
3 9 (13.43%) Jenkins
3 9 (13.43%) JIRA
4 5 (7.46%) Visual Studio
5 4 (5.97%) Team Foundation Server
General
1 34 (50.75%) Finance
2 9 (13.43%) Banking
2 9 (13.43%) Games
3 4 (5.97%) Marketing
4 2 (2.99%) Front Office
4 2 (2.99%) Investment Banking
5 1 (1.49%) Electronics
5 1 (1.49%) Law
Job Titles
1 33 (49.25%) Developer
2 9 (13.43%) Big Data Developer
3 6 (8.96%) Designer
4 5 (7.46%) Analyst
4 5 (7.46%) C# Developer
4 5 (7.46%) Cloud Developer
4 5 (7.46%) Software Engineer
5 4 (5.97%) Business Intelligence Developer
5 4 (5.97%) C# Software Engineer
5 4 (5.97%) C++ Software Engineer
5 4 (5.97%) Cognos Developer
5 4 (5.97%) Data Scientist
5 4 (5.97%) Delphi Software Engineer
5 4 (5.97%) Digital Designer
5 4 (5.97%) Senior Developer
5 4 (5.97%) Software Developer
6 3 (4.48%) Business Intelligence Manager
6 3 (4.48%) Cognos BI Developer
6 3 (4.48%) UI Engineer
6 3 (4.48%) Windows Engineer
Libraries, Frameworks & Software Standards
1 26 (38.81%) HTML
2 20 (29.85%) HTML5
3 15 (22.39%) D3.js
4 12 (17.91%) CSS
5 6 (8.96%) .NET
5 6 (8.96%) CSS3
5 6 (8.96%) jQuery
5 6 (8.96%) REST
6 5 (7.46%) WPF
7 4 (5.97%) Flash
7 4 (5.97%) MDX
8 3 (4.48%) DirectX
8 3 (4.48%) OpenGL
8 3 (4.48%) Unity (Game Engine)
8 3 (4.48%) Unreal Engine
8 3 (4.48%) Web Services
9 1 (1.49%) AngularJS
9 1 (1.49%) Backbone.js
9 1 (1.49%) KnockoutJS
9 1 (1.49%) Razor View Engine
Miscellaneous
1 21 (31.34%) Analytical Skills
2 10 (14.93%) Data Integration
3 9 (13.43%) Market Risk
4 8 (11.94%) Statistics
5 7 (10.45%) Augmented Reality
6 6 (8.96%) 3D Graphics
6 6 (8.96%) Mathematics
6 6 (8.96%) User Experience
7 5 (7.46%) Hybrid Cloud
7 5 (7.46%) Management Information System
7 5 (7.46%) Virtual Team
8 4 (5.97%) Animation
8 4 (5.97%) Applied Mathematics
8 4 (5.97%) Computer Science
8 4 (5.97%) Psychology
9 3 (4.48%) Informatics
9 3 (4.48%) Mobile App
10 2 (2.99%) Data Structures
10 2 (2.99%) Ontologies
10 2 (2.99%) Physics
Operating Systems
1 9 (13.43%) Windows
2 8 (11.94%) Linux
3 5 (7.46%) Unix
4 3 (4.48%) Android
4 3 (4.48%) Apple iOS
Processes & Methodologies
1 33 (49.25%) Data Visualisation
2 27 (40.30%) Analytics
3 24 (35.82%) Agile Software Development
4 23 (34.33%) Business Intelligence
5 18 (26.87%) Data Management
6 15 (22.39%) SDLC
7 14 (20.90%) OO
8 13 (19.40%) Software Engineering
9 12 (17.91%) Data Protection
10 11 (16.42%) Data Analysis
10 11 (16.42%) Regression Testing
10 11 (16.42%) Scrum
11 9 (13.43%) Continuous Integration
11 9 (13.43%) Data Analytics
11 9 (13.43%) ETL
11 9 (13.43%) Trend Analysis
11 9 (13.43%) Workflow
12 8 (11.94%) People Management
13 7 (10.45%) Data Governance
13 7 (10.45%) Machine Learning
Programming Languages
1 24 (35.82%) Python
2 22 (32.84%) Java
2 22 (32.84%) SQL
3 17 (25.37%) C#
4 12 (17.91%) C++
4 12 (17.91%) Scala
5 8 (11.94%) JavaScript
6 6 (8.96%) R
7 5 (7.46%) Delphi
7 5 (7.46%) T-SQL
8 4 (5.97%) MATLAB
8 4 (5.97%) VBA
9 1 (1.49%) TypeScript
9 1 (1.49%) XAML
Qualifications
1 18 (26.87%) Degree
2 1 (1.49%) PhD
Quality Assurance & Compliance
1 8 (11.94%) Data Quality
2 1 (1.49%) Actionable Recommendations
System Software
1 5 (7.46%) Docker
2 3 (4.48%) Firmware
Systems Management
1 9 (13.43%) Oozie
1 9 (13.43%) Rundeck
2 5 (7.46%) Kubernetes
2 5 (7.46%) Mesos
Vendors
1 22 (32.84%) Tableau
2 14 (20.90%) Microsoft
3 11 (16.42%) Oracle
4 4 (5.97%) Adobe
4 4 (5.97%) Cognos
4 4 (5.97%) MicroStrategy
5 3 (4.48%) Greenplum
5 3 (4.48%) IBM
6 2 (2.99%) SAP
7 1 (1.49%) Platfora
7 1 (1.49%) Teradata
Edinburgh, Midlothian
Harvey Nash plc
Posted: 2 days ago