The table below looks at the statistics for Visualisation skills 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 24 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Feb 2017
Same period 2016 Same period 2015
Visualisation
Scotland / Edinburgh
Rank 83 58 91
Rank change year-on-year
-25 +33
Permanent jobs citing Visualisation 7 35 14
As % of all permanent IT jobs located in Edinburgh 0.64% 2.79% 1.02%
As % of the Processes & Methodologies category 0.69% 3.05% 1.15%
Number of salaries quoted 4 32 13
Median salary £41,750 £47,500 £38,500
Median salary % change year-on-year
-12.10% +23.37%
UK excluding London median salary £45,000 £47,500 £40,000
% change year-on-year
-5.26% +18.75%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Edinburgh region.

Processes & Methodologies Category
Edinburgh
Permanent IT job ads with a match in the
Processes & Methodologies category
1012 1146 1217
As % of all permanent IT jobs located in Edinburgh 92.17% 91.31% 88.38%
Number of salaries quoted 677 773 743
Median salary £47,500 £47,500 £44,000
Median salary % change year-on-year
- +7.95%
90% offered a salary of more than £35,000 £34,000 £32,500
10% offered a salary of more than £71,500 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 Processes & Methodologies 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
Salary Histogram in Edinburgh

This chart provides a salary histogram for IT jobs citing Visualisation across the Edinburgh region over the 3 months to 24 February 2017.

Visualisation Salary Histogram in Edinburgh

Visualisation
Top 30 Related IT Skills in Edinburgh

For the 6 months to 24 February 2017, 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 7 (58.33%) Analytics
2 5 (41.67%) Data Analysis
2 5 (41.67%) Marketing
3 4 (33.33%) QlikView
3 4 (33.33%) Data Visualisation
4 3 (25.00%) Data Analytics
4 3 (25.00%) Statistics
4 3 (25.00%) Agile Software Development
4 3 (25.00%) SQL
4 3 (25.00%) Oracle
4 3 (25.00%) Data Modelling
4 3 (25.00%) Data Mining
4 3 (25.00%) SAS
4 3 (25.00%) Marketing Automation
5 2 (16.67%) Qlik Sense
5 2 (16.67%) Customer Requirements
5 2 (16.67%) Visual Analytics
5 2 (16.67%) Mentoring
5 2 (16.67%) Analytical Skills
5 2 (16.67%) ETL
5 2 (16.67%) Python
5 2 (16.67%) C#
5 2 (16.67%) C++
5 2 (16.67%) Java
5 2 (16.67%) Business Intelligence
5 2 (16.67%) Internet
5 2 (16.67%) OpenGL
5 2 (16.67%) DirectX
5 2 (16.67%) CAD
5 2 (16.67%) CAE

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 3 (25.00%) SAS
Applications
1 1 (8.33%) MS Excel
1 1 (8.33%) MS Office
1 1 (8.33%) SPSS
Communications & Networking
1 2 (16.67%) Internet
2 1 (8.33%) SMS
Database & Business Intelligence
1 4 (33.33%) QlikView
2 3 (25.00%) Data Mining
3 2 (16.67%) Qlik Sense
4 1 (8.33%) Data Warehouse
4 1 (8.33%) DB2
4 1 (8.33%) Hadoop
4 1 (8.33%) MongoDB
4 1 (8.33%) MS Access
4 1 (8.33%) Oracle BI EE
4 1 (8.33%) Oracle BI Publisher
4 1 (8.33%) PostgreSQL
4 1 (8.33%) Spotfire
4 1 (8.33%) SQL Server
Development Applications
1 2 (16.67%) Git (software)
1 2 (16.67%) Subversion
General
1 5 (41.67%) Marketing
2 2 (16.67%) Banking
3 1 (8.33%) Finance
Job Titles
1 5 (41.67%) Analyst
2 3 (25.00%) Data Analyst
2 3 (25.00%) Data Insight Analyst
2 3 (25.00%) Developer
2 3 (25.00%) Insight Analyst
2 3 (25.00%) Insight Data Analyst
2 3 (25.00%) Marketing Analyst
2 3 (25.00%) Marketing Data Analyst
2 3 (25.00%) Marketing Insight Analyst
3 2 (16.67%) Data Scientist
3 2 (16.67%) Senior Developer
3 2 (16.67%) Senior Software Developer
3 2 (16.67%) Software Developer
4 1 (8.33%) Business Developer
4 1 (8.33%) Business Intelligence Developer
4 1 (8.33%) Consultant
4 1 (8.33%) QlikView Consultant
4 1 (8.33%) Senior Analyst
4 1 (8.33%) Technical Analyst
4 1 (8.33%) Visual Analytics Consultant
Libraries, Frameworks & Software Standards
1 2 (16.67%) DirectX
1 2 (16.67%) OpenGL
2 1 (8.33%) .NET
2 1 (8.33%) Django
2 1 (8.33%) Natural Language Processing
Miscellaneous
1 2 (16.67%) 3D Graphics
1 2 (16.67%) Analytical Skills
1 2 (16.67%) Internet of Things
2 1 (8.33%) Management Information System
Processes & Methodologies
1 7 (58.33%) Analytics
2 5 (41.67%) Data Analysis
3 4 (33.33%) Data Visualisation
4 3 (25.00%) Agile Software Development
4 3 (25.00%) Data Analytics
4 3 (25.00%) Data Modelling
4 3 (25.00%) Marketing Automation
4 3 (25.00%) Statistics
5 2 (16.67%) Business Intelligence
5 2 (16.67%) CAD
5 2 (16.67%) CAE
5 2 (16.67%) Continuous Improvement
5 2 (16.67%) Customer Requirements
5 2 (16.67%) ETL
5 2 (16.67%) Machine Learning
5 2 (16.67%) Mentoring
5 2 (16.67%) Regression Testing
5 2 (16.67%) Software Engineering
5 2 (16.67%) Visual Analytics
6 1 (8.33%) Customer Insight
Programming Languages
1 3 (25.00%) SQL
2 2 (16.67%) C#
2 2 (16.67%) C++
2 2 (16.67%) Java
2 2 (16.67%) Python
2 2 (16.67%) R
3 1 (8.33%) MATLAB
3 1 (8.33%) Scala
3 1 (8.33%) VBA
Vendors
1 3 (25.00%) Oracle
2 2 (16.67%) Tableau
3 1 (8.33%) Cognos
3 1 (8.33%) MicroStrategy
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Salary: £70000.00 - £90000.00 per annum + excellent benefits
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Salary: Unspecified Competitive + Benefits package
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