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 25 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Jul 2016
Same period 2015 Same period 2014
Visualisation
Rank 73 81 92
Rank change year-on-year
+8 +11
Permanent jobs citing Visualisation 22 21 19
As % of all permanent IT jobs located in Edinburgh 1.83% 1.44% 1.27%
As % of the Miscellaneous category 4.18% 3.87% 3.35%
Number of salaries quoted 13 14 18
Median salary £70,000 £40,000 £34,750
Median salary % change year-on-year
+75.00% +15.10%
90% offered a salary of more than £42,200 £38,500 £26,400
10% offered a salary of more than £76,400 £56,000 £38,500
UK excluding London median salary £45,000 £46,000 £45,000
% change year-on-year
-2.17% +2.22%
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
526 543 567
As % of all permanent IT jobs located in Edinburgh 43.80% 37.22% 38.03%
Number of salaries quoted 258 344 361
Median salary £45,000 £40,000 £40,000
Median salary % change year-on-year
+12.50% -
90% offered a salary of more than £27,500 £29,000 £27,450
10% offered a salary of more than £67,500 £55,000 £60,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Visualisation
Jobs Demand Trend in 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
Salary Histogram in Edinburgh

This chart provides a salary histogram for IT jobs citing Visualisation across the Edinburgh region over the 3 months to 25 July 2016.

Visualisation Salary Histogram in Edinburgh

Visualisation
Top 30 Related IT Skills in Edinburgh

For the 6 months to 25 July 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 29 (65.91%) SAS
2 28 (63.64%) Data Visualisation
2 28 (63.64%) Analytics
3 23 (52.27%) Business Intelligence
4 21 (47.73%) Big Data
5 19 (43.18%) SQL Server
6 17 (38.64%) Degree
6 17 (38.64%) Data Analytics
7 14 (31.82%) QlikView
7 14 (31.82%) Tableau
7 14 (31.82%) SPSS
8 13 (29.55%) Data Modelling
8 13 (29.55%) Agile Software Development
8 13 (29.55%) Banking
8 13 (29.55%) Credit Risk
9 12 (27.27%) Business Development
9 12 (27.27%) Retail
9 12 (27.27%) Data Management
9 12 (27.27%) Oracle
10 11 (25.00%) Analytical Skills
10 11 (25.00%) Python
10 11 (25.00%) Finance
11 10 (22.73%) SQL Server Reporting Services
11 10 (22.73%) SQL Server Integration Services
12 9 (20.45%) Statistics
12 9 (20.45%) Mathematics
12 9 (20.45%) MS Excel
12 9 (20.45%) BusinessObjects
13 8 (18.18%) Microsoft
13 8 (18.18%) Computer Science

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 29 (65.91%) SAS
2 7 (15.91%) Apache Spark
Applications
1 14 (31.82%) SPSS
2 9 (20.45%) MS Excel
3 6 (13.64%) Stata
4 1 (2.27%) MS Office
Cloud Services
1 1 (2.27%) Google Analytics
Communications & Networking
1 2 (4.55%) Ethernet
Database & Business Intelligence
1 21 (47.73%) Big Data
2 19 (43.18%) SQL Server
3 14 (31.82%) QlikView
4 10 (22.73%) SQL Server Integration Services
4 10 (22.73%) SQL Server Reporting Services
5 9 (20.45%) BusinessObjects
6 6 (13.64%) Data Mining
6 6 (13.64%) Data Warehouse
6 6 (13.64%) Hadoop
6 6 (13.64%) MongoDB
6 6 (13.64%) PostgreSQL
6 6 (13.64%) SQL Server Analysis Services
7 3 (6.82%) Spotfire
8 1 (2.27%) Lumira
8 1 (2.27%) Pentaho
8 1 (2.27%) Qlik Sense
8 1 (2.27%) SAS Visual Analytics
Development Applications
1 5 (11.36%) Talend Open Studio
2 1 (2.27%) Git (software)
2 1 (2.27%) SQL Server Management Studio (SSMS)
General
1 13 (29.55%) Banking
2 12 (27.27%) Retail
3 11 (25.00%) Finance
4 7 (15.91%) Games
5 3 (6.82%) Marketing
Job Titles
1 12 (27.27%) Analytics Manager
1 12 (27.27%) Business Intelligence Manager
1 12 (27.27%) Consultant
1 12 (27.27%) Data Analytics Manager
1 12 (27.27%) Data Manager
2 7 (15.91%) Developer
3 6 (13.64%) Business Intelligence Consultant
3 6 (13.64%) Business Intelligence Developer
3 6 (13.64%) Data Scientist
3 6 (13.64%) Senior Consultant
4 5 (11.36%) Analyst
5 4 (9.09%) Data Consultant
6 3 (6.82%) Senior Data Scientist
6 3 (6.82%) Senior Strategy Consultant
6 3 (6.82%) Software Engineer
6 3 (6.82%) Strategy Consultant
6 3 (6.82%) UI Engineer
7 2 (4.55%) Analytics Consultant
7 2 (4.55%) Digital Analytics Consultant
7 2 (4.55%) IT Analyst
Libraries, Frameworks & Software Standards
1 8 (18.18%) D3.js
2 4 (9.09%) HTML
2 4 (9.09%) HTML5
3 3 (6.82%) CSS
4 2 (4.55%) WebGL
5 1 (2.27%) .NET
5 1 (2.27%) AngularJS
5 1 (2.27%) Backbone.js
5 1 (2.27%) Node.js
5 1 (2.27%) OpenGL
5 1 (2.27%) React
5 1 (2.27%) VTK
Miscellaneous
1 13 (29.55%) Credit Risk
2 11 (25.00%) Analytical Skills
3 9 (20.45%) Mathematics
3 9 (20.45%) Statistics
4 8 (18.18%) Computer Science
5 7 (15.91%) Applied Mathematics
6 6 (13.64%) Informatics
7 2 (4.55%) Data Integration
8 1 (2.27%) Data Structures
8 1 (2.27%) Economics
8 1 (2.27%) GPGPU
8 1 (2.27%) Physics
8 1 (2.27%) Social Media
8 1 (2.27%) User Experience
Operating Systems
1 2 (4.55%) Windows
Processes & Methodologies
1 28 (63.64%) Analytics
1 28 (63.64%) Data Visualisation
2 23 (52.27%) Business Intelligence
3 17 (38.64%) Data Analytics
4 13 (29.55%) Agile Software Development
4 13 (29.55%) Data Modelling
5 12 (27.27%) Business Development
5 12 (27.27%) Data Management
6 7 (15.91%) Data Governance
7 6 (13.64%) Business Analysis
7 6 (13.64%) ETL
7 6 (13.64%) Statistical Modelling
8 5 (11.36%) Enterprise Data Management
8 5 (11.36%) PRINCE2
8 5 (11.36%) Stakeholder Management
9 4 (9.09%) Data Transformation
9 4 (9.09%) Software Engineering
10 3 (6.82%) Digital Analytics
11 2 (4.55%) Customer Analytics
11 2 (4.55%) Translating Business Requirements
Programming Languages
1 11 (25.00%) Python
2 8 (18.18%) R
3 6 (13.64%) Scala
4 4 (9.09%) C++
4 4 (9.09%) JavaScript
4 4 (9.09%) SQL
5 3 (6.82%) MATLAB
6 2 (4.55%) C#
6 2 (4.55%) Delphi
6 2 (4.55%) VBA
7 1 (2.27%) Java
7 1 (2.27%) T-SQL
Qualifications
1 17 (38.64%) Degree
2 5 (11.36%) PRINCE2 Practitioner
2 5 (11.36%) Security Cleared
3 1 (2.27%) PhD
Quality Assurance & Compliance
1 6 (13.64%) Data Quality
2 4 (9.09%) IAS 39
System Software
1 2 (4.55%) Firmware
Vendors
1 14 (31.82%) Tableau
2 12 (27.27%) Oracle
3 8 (18.18%) Microsoft
4 6 (13.64%) Greenplum
5 5 (11.36%) Cognos
5 5 (11.36%) Talend
6 4 (9.09%) Ab Initio
6 4 (9.09%) Hyperion
6 4 (9.09%) Informatica
7 1 (2.27%) Adobe
7 1 (2.27%) Alteryx
7 1 (2.27%) Apple
7 1 (2.27%) Birst
7 1 (2.27%) Facebook
7 1 (2.27%) Google
7 1 (2.27%) Jaspersoft
7 1 (2.27%) Omniture
7 1 (2.27%) SAP
7 1 (2.27%) TIBCO
7 1 (2.27%) Twitter
Edinburgh, Midlothian
Net Talent
Salary: Company benefits package
Posted: 4 days ago
Edinburgh, Midlothian
Harvey Nash plc
Salary: Market Leading Salary + benefits package
Posted: 5 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £50,000-£60,000
Posted: 5 days ago
Edinburgh, Midlothian
ISL
Salary: £38000.00 - £45000.00 per annum + Benefits
Posted: 4 days ago