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

3 months to
3 Dec 2016
Same period 2015 Same period 2014
Visualisation
Rank 88 88 93
Rank change year-on-year
0 +5
Permanent jobs citing Visualisation 3 21 21
As % of all permanent IT jobs located in Edinburgh 0.28% 1.45% 1.39%
As % of the Miscellaneous category 0.85% 3.49% 3.43%
Number of salaries quoted 2 19 20
Median salary £43,750 £47,500 £39,250
Median salary % change year-on-year
-7.89% +21.01%
90% offered a salary of more than £40,750 £47,000 £38,500
10% offered a salary of more than £46,750 £47,500 £45,250
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 Edinburgh region.

Miscellaneous Category
Edinburgh
Permanent IT job ads with a match in the
Miscellaneous category
354 602 612
As % of all permanent IT jobs located in Edinburgh 33.05% 41.63% 40.53%
Number of salaries quoted 237 356 389
Median salary £45,000 £42,500 £40,000
Median salary % change year-on-year
+5.88% +6.25%
90% offered a salary of more than £30,000 £25,600 £28,500
10% offered a salary of more than £70,900 £55,000 £57,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Visualisation
Jobs Demand Trend in Edinburgh

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

Visualisation Jobs Demand Trend in Edinburgh

Visualisation
Salary Trend in Edinburgh

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

Visualisation Salary Trend in Edinburgh

Visualisation
Top 30 Related IT Skills in Edinburgh

For the 6 months to 3 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 Edinburgh region with a requirement for Visualisation.

1 12 (57.14%) Data Visualisation
2 11 (52.38%) SAS
3 10 (47.62%) Analytics
4 9 (42.86%) Degree
5 8 (38.10%) Tableau
5 8 (38.10%) Analytical Skills
5 8 (38.10%) MS Excel
6 7 (33.33%) Python
6 7 (33.33%) Statistics
6 7 (33.33%) Big Data
7 6 (28.57%) Mathematics
7 6 (28.57%) Software Engineering
7 6 (28.57%) Agile Software Development
7 6 (28.57%) Finance
7 6 (28.57%) C++
7 6 (28.57%) Microsoft
8 5 (23.81%) C#
8 5 (23.81%) Data Management
8 5 (23.81%) Marketing
8 5 (23.81%) Data Governance
8 5 (23.81%) Apache Spark
9 4 (19.05%) R
9 4 (19.05%) Data Analytics
9 4 (19.05%) Applied Mathematics
9 4 (19.05%) QlikView
9 4 (19.05%) Business Intelligence
9 4 (19.05%) Data Mining
9 4 (19.05%) SQL
9 4 (19.05%) SQL Server
9 4 (19.05%) MATLAB

Visualisation
Top Related IT Skills in Edinburgh 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 (52.38%) SAS
2 5 (23.81%) Apache Spark
Applications
1 8 (38.10%) MS Excel
2 4 (19.05%) SPSS
3 3 (14.29%) Stata
4 2 (9.52%) MS Office
Communications & Networking
1 3 (14.29%) Ethernet
2 1 (4.76%) SMS
Database & Business Intelligence
1 7 (33.33%) Big Data
2 4 (19.05%) Data Mining
2 4 (19.05%) QlikView
2 4 (19.05%) SQL Server
3 3 (14.29%) Data Warehouse
3 3 (14.29%) Hadoop
3 3 (14.29%) MongoDB
3 3 (14.29%) PostgreSQL
3 3 (14.29%) Spotfire
4 1 (4.76%) MS Access
4 1 (4.76%) Oracle BI EE
4 1 (4.76%) Oracle BI Publisher
4 1 (4.76%) Spatial Data
Development Applications
1 2 (9.52%) Git (software)
1 2 (9.52%) Subversion
General
1 6 (28.57%) Finance
2 5 (23.81%) Marketing
3 3 (14.29%) Banking
3 3 (14.29%) Games
4 1 (4.76%) Retail
Job Titles
1 5 (23.81%) Analyst
2 3 (14.29%) C# Software Engineer
2 3 (14.29%) C++ Software Engineer
2 3 (14.29%) Data Analyst
2 3 (14.29%) Data Scientist
2 3 (14.29%) Delphi Software Engineer
2 3 (14.29%) Developer
2 3 (14.29%) Senior Data Scientist
2 3 (14.29%) Software Engineer
2 3 (14.29%) UI Engineer
2 3 (14.29%) Windows Engineer
3 2 (9.52%) Analytics Consultant
3 2 (9.52%) Consultant
3 2 (9.52%) Data Insight Analyst
3 2 (9.52%) Insight Analyst
3 2 (9.52%) Insight Data Analyst
3 2 (9.52%) Senior Consultant
3 2 (9.52%) Senior Developer
3 2 (9.52%) Senior Software Developer
3 2 (9.52%) Software Developer
Libraries, Frameworks & Software Standards
1 3 (14.29%) D3.js
2 2 (9.52%) DirectX
2 2 (9.52%) OpenGL
Miscellaneous
1 8 (38.10%) Analytical Skills
2 7 (33.33%) Statistics
3 6 (28.57%) Mathematics
4 4 (19.05%) Applied Mathematics
5 3 (14.29%) Computer Science
5 3 (14.29%) Informatics
6 2 (9.52%) 3D Graphics
6 2 (9.52%) Data Integration
7 1 (4.76%) Credit Risk
7 1 (4.76%) Economics
7 1 (4.76%) GPGPU
7 1 (4.76%) Management Information System
7 1 (4.76%) Physics
7 1 (4.76%) User Experience
Operating Systems
1 3 (14.29%) Windows
Processes & Methodologies
1 12 (57.14%) Data Visualisation
2 10 (47.62%) Analytics
3 6 (28.57%) Agile Software Development
3 6 (28.57%) Software Engineering
4 5 (23.81%) Data Governance
4 5 (23.81%) Data Management
5 4 (19.05%) Business Intelligence
5 4 (19.05%) Data Analytics
6 3 (14.29%) Business Analysis
6 3 (14.29%) Numerical Analysis
6 3 (14.29%) OO
6 3 (14.29%) OOD
6 3 (14.29%) Statistical Modelling
7 2 (9.52%) Continuous Improvement
7 2 (9.52%) Data Analysis
7 2 (9.52%) Information Management
7 2 (9.52%) Marketing Automation
7 2 (9.52%) Mentoring
7 2 (9.52%) People Management
7 2 (9.52%) Signal Processing
Programming Languages
1 7 (33.33%) Python
2 6 (28.57%) C++
3 5 (23.81%) C#
4 4 (19.05%) MATLAB
4 4 (19.05%) R
4 4 (19.05%) SQL
5 3 (14.29%) Delphi
5 3 (14.29%) Scala
5 3 (14.29%) VBA
6 2 (9.52%) Java
Qualifications
1 9 (42.86%) Degree
2 1 (4.76%) PhD
Quality Assurance & Compliance
1 2 (9.52%) Data Quality
System Software
1 3 (14.29%) Firmware
Vendors
1 8 (38.10%) Tableau
2 6 (28.57%) Microsoft
3 3 (14.29%) Greenplum
3 3 (14.29%) Oracle