The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for Visualisation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Visualisation over the 3 months to 23 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Visualisation
Scotland / Edinburgh
Rank 76 69 85
Rank change year-on-year -7 +16  
Permanent jobs citing Visualisation 16 25 16
As % of all permanent IT jobs advertised in Edinburgh 1.44% 1.89% 1.19%
As % of the Processes & Methodologies category 1.55% 2.08% 1.34%
Number of salaries quoted 7 23 15
Median salary £72,500 £47,500 £38,500
Median salary % change year-on-year +52.63% +23.37%  
UK excluding London median salary £43,750 £47,500 £41,500
% change year-on-year -7.89% +14.45%  

Visualisation is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Edinburgh with a requirement for process and methodology skills.

Process & Methodology Skills
Edinburgh
Permanent job vacancies with a requirement for process and methodology skills 1032 1201 1197
As % of all permanent IT job vacancies advertised in Edinburgh 93.14% 90.85% 88.67%
Number of salaries quoted 666 810 717
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 £72,500 £59,500 £67,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Visualisation
Job Vacancy Trend in Edinburgh

The job posting trend of jobs advertised in Edinburgh citing Visualisation as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Visualisation in Edinburgh

Visualisation
Salary Trend in Edinburgh

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

Salary trend for Visualisation in Edinburgh

Visualisation
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Visualisation in Edinburgh over the 3 months to 23 March 2017.

Salary histogram for Visualisation in Edinburgh

Visualisation
Top 30 Related IT Skills in Edinburgh

For the 6 months to 23 March 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 13 (72.22%) Analytics
2 10 (55.56%) Machine Learning
3 9 (50.00%) SQL
3 9 (50.00%) Python
4 8 (44.44%) R
5 7 (38.89%) Natural Language Processing
5 7 (38.89%) Scala
5 7 (38.89%) Hadoop
5 7 (38.89%) .NET
5 7 (38.89%) Analytical Skills
5 7 (38.89%) Spatial Analysis
6 6 (33.33%) Data Acquisition
7 4 (22.22%) Tableau
7 4 (22.22%) QlikView
7 4 (22.22%) Agile Software Development
7 4 (22.22%) Data Analysis
8 3 (16.67%) Marketing
8 3 (16.67%) Mathematics
8 3 (16.67%) Data Visualisation
8 3 (16.67%) Business Intelligence
8 3 (16.67%) ETL
8 3 (16.67%) Oracle
9 2 (11.11%) SQL Server
9 2 (11.11%) Internet
9 2 (11.11%) Data Modelling
9 2 (11.11%) Data Mining
9 2 (11.11%) Finance
9 2 (11.11%) MongoDB
9 2 (11.11%) Django
9 2 (11.11%) Microsoft Azure

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 1 (5.56%) SAS
Cloud Services
1 2 (11.11%) Amazon AWS
1 2 (11.11%) Google Cloud Platform
1 2 (11.11%) Microsoft Azure
2 1 (5.56%) Google Analytics
Communications & Networking
1 2 (11.11%) Internet
Database & Business Intelligence
1 7 (38.89%) Hadoop
2 4 (22.22%) QlikView
3 2 (11.11%) Big Data
3 2 (11.11%) BigQuery
3 2 (11.11%) Data Mining
3 2 (11.11%) MongoDB
3 2 (11.11%) PostgreSQL
3 2 (11.11%) Qlik Sense
3 2 (11.11%) SQL Server
4 1 (5.56%) DB2
4 1 (5.56%) Oracle BI EE
4 1 (5.56%) Oracle BI Publisher
4 1 (5.56%) Power BI
Development Applications
1 1 (5.56%) Git (software)
1 1 (5.56%) Subversion
General
1 3 (16.67%) Marketing
2 2 (11.11%) Finance
3 1 (5.56%) Banking
Job Titles
1 10 (55.56%) Data Scientist
2 5 (27.78%) Analyst
3 4 (22.22%) Data Analyst
3 4 (22.22%) Senior Data Scientist
4 2 (11.11%) Data Insight Analyst
4 2 (11.11%) Developer
4 2 (11.11%) Insight Analyst
4 2 (11.11%) Insight Data Analyst
4 2 (11.11%) Marketing Analyst
4 2 (11.11%) Marketing Data Analyst
4 2 (11.11%) Marketing Insight Analyst
5 1 (5.56%) Business Developer
5 1 (5.56%) Business Intelligence Analyst
5 1 (5.56%) Business Intelligence Developer
5 1 (5.56%) Senior Analyst
5 1 (5.56%) Senior Architect
5 1 (5.56%) Senior Data Analyst
5 1 (5.56%) Senior Data Architect
5 1 (5.56%) Senior Software Developer
5 1 (5.56%) Technical Analyst
Libraries, Frameworks & Software Standards
1 7 (38.89%) .NET
1 7 (38.89%) Natural Language Processing
2 2 (11.11%) D3.js
2 2 (11.11%) Django
3 1 (5.56%) DirectX
3 1 (5.56%) OpenGL
Miscellaneous
1 7 (38.89%) Analytical Skills
2 2 (11.11%) Internet of Things
3 1 (5.56%) 3D Graphics
3 1 (5.56%) Computer Science
3 1 (5.56%) Fintech
3 1 (5.56%) Management Information System
3 1 (5.56%) Virtual Team
Processes & Methodologies
1 13 (72.22%) Analytics
2 10 (55.56%) Machine Learning
3 7 (38.89%) Spatial Analysis
4 6 (33.33%) Data Acquisition
5 4 (22.22%) Agile Software Development
5 4 (22.22%) Data Analysis
6 3 (16.67%) Business Intelligence
6 3 (16.67%) Data Visualisation
6 3 (16.67%) ETL
6 3 (16.67%) Mathematics
7 2 (11.11%) Asset Management
7 2 (11.11%) Data Analytics
7 2 (11.11%) Data Modelling
7 2 (11.11%) Marketing Automation
7 2 (11.11%) Software Engineering
7 2 (11.11%) Statistics
7 2 (11.11%) Visual Analytics
8 1 (5.56%) Continuous Improvement
8 1 (5.56%) Functional Programming
8 1 (5.56%) Mentoring
Programming Languages
1 9 (50.00%) Python
1 9 (50.00%) SQL
2 8 (44.44%) R
3 7 (38.89%) Scala
4 1 (5.56%) C#
4 1 (5.56%) C++
4 1 (5.56%) F#
4 1 (5.56%) Java
4 1 (5.56%) MATLAB
Qualifications
1 1 (5.56%) Degree
1 1 (5.56%) PhD
Vendors
1 4 (22.22%) Tableau
2 3 (16.67%) Oracle
3 1 (5.56%) Cognos
3 1 (5.56%) Google
3 1 (5.56%) Microsoft
3 1 (5.56%) MicroStrategy
3 1 (5.56%) Platfora
Edinburgh, Midlothian
Churchill Frank
Salary: £35000 - £50000 per annum + Bonus, Pension, SAS Training & More
Posted: 3 days ago
Edinburgh
Churchill Frank
Salary: £40000 - £45000 per annum
Posted: 4 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £45,000 - £85,000 per annum
Posted: 3 days ago
Edinburgh
Tectre Limited
Salary: £60,000 - £100,000 per year
Posted: 11 days ago