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 26 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 May 2016
Same period 2015 Same period 2014
Visualisation
Rank 77 79 92
Rank change year-on-year
+2 +13
Permanent jobs citing Visualisation 20 20 22
As % of all permanent IT jobs located in Edinburgh 1.62% 1.53% 1.41%
As % of the Miscellaneous category 3.93% 4.64% 4.17%
Number of salaries quoted 15 11 18
Median salary £74,000 £38,500 £38,500
Median salary % change year-on-year
+92.20% -
90% offered a salary of more than £57,000 £38,500 £22,850
10% offered a salary of more than £77,000 £57,500 £44,950
UK excluding London median salary £45,000 £42,750 £45,000
% change year-on-year
+5.26% -5.00%
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
509 431 527
As % of all permanent IT jobs located in Edinburgh 41.31% 32.98% 33.74%
Number of salaries quoted 269 259 320
Median salary £45,000 £40,000 £40,000
Median salary % change year-on-year
+12.50% -
90% offered a salary of more than £25,000 £29,300 £26,850
10% offered a salary of more than £70,000 £55,000 £57,500
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 26 May 2016.

Visualisation Salary Histogram in Edinburgh

Visualisation
Top 30 Related IT Skills in Edinburgh

For the 6 months to 26 May 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 39 (72.22%) Business Intelligence
2 31 (57.41%) Agile Software Development
3 29 (53.70%) QlikView
4 28 (51.85%) SQL Server Integration Services
4 28 (51.85%) Data Management
4 28 (51.85%) SQL Server Reporting Services
5 26 (48.15%) ETL
6 25 (46.30%) BusinessObjects
6 25 (46.30%) Analytics
7 24 (44.44%) SQL Server Analysis Services
7 24 (44.44%) Data Visualisation
8 23 (42.59%) Data Warehouse
9 21 (38.89%) Stakeholder Management
9 21 (38.89%) SAS
9 21 (38.89%) Cognos
9 21 (38.89%) PRINCE2
9 21 (38.89%) Data Quality
9 21 (38.89%) Talend
9 21 (38.89%) PRINCE2 Practitioner
9 21 (38.89%) Security Cleared
9 21 (38.89%) Talend Open Studio
9 21 (38.89%) Enterprise Data Management
10 18 (33.33%) SQL Server
11 16 (29.63%) Big Data
12 15 (27.78%) Data Analytics
13 13 (24.07%) Banking
14 12 (22.22%) Retail
14 12 (22.22%) Data Modelling
14 12 (22.22%) Degree
14 12 (22.22%) Credit Risk

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 21 (38.89%) SAS
2 5 (9.26%) Apache Spark
3 2 (3.70%) SharePoint
3 2 (3.70%) SharePoint 2010
3 2 (3.70%) SharePoint 2013
4 1 (1.85%) GeoServer
4 1 (1.85%) Node.js
Applications
1 11 (20.37%) SPSS
2 6 (11.11%) MS Excel
3 4 (7.41%) Stata
4 2 (3.70%) MS PowerPoint
Cloud Services
1 1 (1.85%) Google Analytics
Database & Business Intelligence
1 29 (53.70%) QlikView
2 28 (51.85%) SQL Server Integration Services
2 28 (51.85%) SQL Server Reporting Services
3 25 (46.30%) BusinessObjects
4 24 (44.44%) SQL Server Analysis Services
5 23 (42.59%) Data Warehouse
6 18 (33.33%) SQL Server
7 16 (29.63%) Big Data
8 5 (9.26%) MongoDB
8 5 (9.26%) PostgreSQL
9 4 (7.41%) Data Mining
9 4 (7.41%) Hadoop
10 3 (5.56%) Spotfire
11 2 (3.70%) OLAP
11 2 (3.70%) OLAP Cube
12 1 (1.85%) Lumira
12 1 (1.85%) QGIS
12 1 (1.85%) Qlik Sense
12 1 (1.85%) RDBMS
12 1 (1.85%) Relational Database
Development Applications
1 21 (38.89%) Talend Open Studio
2 3 (5.56%) Git (software)
2 3 (5.56%) SQL Server Management Studio (SSMS)
General
1 13 (24.07%) Banking
2 12 (22.22%) Retail
3 8 (14.81%) Finance
4 6 (11.11%) Games
5 1 (1.85%) Marketing
Job Titles
1 27 (50.00%) Consultant
2 26 (48.15%) Developer
3 24 (44.44%) Business Intelligence Developer
4 22 (40.74%) Business Intelligence Consultant
5 11 (20.37%) Analytics Manager
5 11 (20.37%) Business Intelligence Manager
5 11 (20.37%) Data Analytics Manager
5 11 (20.37%) Data Manager
6 5 (9.26%) Senior Consultant
7 4 (7.41%) Data Consultant
7 4 (7.41%) Data Scientist
8 3 (5.56%) Senior Strategy Consultant
8 3 (5.56%) Strategy Consultant
9 2 (3.70%) Front End Developer (Client-Side Developer)
9 2 (3.70%) Front End Web Developer (Client-Side Developer)
9 2 (3.70%) Head of Delivery
9 2 (3.70%) HTML Developer
9 2 (3.70%) JavaScript Developer
9 2 (3.70%) Software Engineer
9 2 (3.70%) Web Developer
Libraries, Frameworks & Software Standards
1 6 (11.11%) D3.js
1 6 (11.11%) HTML
1 6 (11.11%) HTML5
2 5 (9.26%) CSS
3 4 (7.41%) WebGL
4 3 (5.56%) .NET
5 2 (3.70%) AngularJS
5 2 (3.70%) Backbone.js
5 2 (3.70%) MDX
5 2 (3.70%) OpenGL
5 2 (3.70%) React
5 2 (3.70%) VTK
6 1 (1.85%) Ajax
6 1 (1.85%) PostGIS
6 1 (1.85%) SOAP
6 1 (1.85%) XML
Miscellaneous
1 12 (22.22%) Credit Risk
2 9 (16.67%) Computer Science
3 7 (12.96%) Analytical Skills
4 4 (7.41%) Applied Mathematics
4 4 (7.41%) Informatics
4 4 (7.41%) Mathematics
4 4 (7.41%) Statistics
5 3 (5.56%) Data Integration
6 2 (3.70%) Data Structures
6 2 (3.70%) User Experience
7 1 (1.85%) Remote Sensing
7 1 (1.85%) Social Media
Operating Systems
1 1 (1.85%) Linux
1 1 (1.85%) Unix
1 1 (1.85%) Windows
Processes & Methodologies
1 39 (72.22%) Business Intelligence
2 31 (57.41%) Agile Software Development
3 28 (51.85%) Data Management
4 26 (48.15%) ETL
5 25 (46.30%) Analytics
6 24 (44.44%) Data Visualisation
7 21 (38.89%) Enterprise Data Management
7 21 (38.89%) PRINCE2
7 21 (38.89%) Stakeholder Management
8 15 (27.78%) Data Analytics
9 12 (22.22%) Data Modelling
10 11 (20.37%) Business Development
11 6 (11.11%) Data Governance
12 5 (9.26%) Web Development
13 4 (7.41%) Business Analysis
13 4 (7.41%) Data Transformation
13 4 (7.41%) Statistical Modelling
14 3 (5.56%) ETL Development
15 2 (3.70%) Anti-Money Laundering
15 2 (3.70%) Front End Development
Programming Languages
1 8 (14.81%) Python
2 7 (12.96%) JavaScript
3 6 (11.11%) R
4 4 (7.41%) Scala
4 4 (7.41%) SQL
5 3 (5.56%) C++
5 3 (5.56%) T-SQL
6 2 (3.70%) Java
6 2 (3.70%) VBA
7 1 (1.85%) MATLAB
7 1 (1.85%) PHP
Qualifications
1 21 (38.89%) PRINCE2 Practitioner
1 21 (38.89%) Security Cleared
2 12 (22.22%) Degree
Quality Assurance & Compliance
1 21 (38.89%) Data Quality
2 4 (7.41%) IAS 39
Vendors
1 21 (38.89%) Cognos
1 21 (38.89%) Talend
2 11 (20.37%) Oracle
2 11 (20.37%) Tableau
3 4 (7.41%) Ab Initio
3 4 (7.41%) Greenplum
3 4 (7.41%) Hyperion
3 4 (7.41%) Informatica
3 4 (7.41%) Microsoft
4 1 (1.85%) Adobe
4 1 (1.85%) Alteryx
4 1 (1.85%) Apple
4 1 (1.85%) Birst
4 1 (1.85%) Facebook
4 1 (1.85%) Google
4 1 (1.85%) Jaspersoft
4 1 (1.85%) Omniture
4 1 (1.85%) SAP
4 1 (1.85%) TIBCO
4 1 (1.85%) Twitter
Edinburgh & Lothians
ANSON MCCADE
Salary: Attractive benefits, 30 days holiday and extensive career progression
Posted: 19 hours ago
Edinburgh & Lothians
ANSON MCCADE
Salary: Circa £40,000- £58,000+ an EXCELLENT package
Posted: Yesterday
Edinburgh, Midlothian
Oliver James Associates
Salary: £80000 - £85000 per annum + Car, PMI, Flexible benefits, bonus
Posted: Yesterday