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

3 months to
25 Jun 2016
Same period 2015 Same period 2014
Visualisation
Rank 73 85 96
Rank change year-on-year
+12 +11
Permanent jobs citing Visualisation 23 23 15
As % of all permanent IT jobs located in Edinburgh 1.94% 1.64% 0.94%
As % of the Miscellaneous category 4.62% 4.49% 2.67%
Number of salaries quoted 18 13 11
Median salary £74,000 £38,500 £38,500
Median salary % change year-on-year
+92.20% -
UK excluding London median salary £45,000 £42,500 £45,000
% change year-on-year
+5.88% -5.55%
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
498 512 561
As % of all permanent IT jobs located in Edinburgh 41.92% 36.47% 35.24%
Number of salaries quoted 242 311 333
Median salary £45,000 £40,000 £40,000
Median salary % change year-on-year
+12.50% -
90% offered a salary of more than £26,500 £27,500 £27,000
10% offered a salary of more than £70,000 £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 June 2016.

Visualisation Salary Histogram in Edinburgh

Visualisation
Top 30 Related IT Skills in Edinburgh

For the 6 months to 25 June 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 30 (65.22%) Business Intelligence
2 26 (56.52%) Data Visualisation
3 25 (54.35%) SAS
4 23 (50.00%) Analytics
5 20 (43.48%) Agile Software Development
6 19 (41.30%) QlikView
7 18 (39.13%) SQL Server Integration Services
7 18 (39.13%) Big Data
7 18 (39.13%) Data Management
7 18 (39.13%) SQL Server Reporting Services
7 18 (39.13%) SQL Server
8 16 (34.78%) BusinessObjects
8 16 (34.78%) Data Analytics
9 14 (30.43%) SQL Server Analysis Services
9 14 (30.43%) SPSS
9 14 (30.43%) ETL
10 13 (28.26%) Data Warehouse
10 13 (28.26%) Data Modelling
10 13 (28.26%) Banking
10 13 (28.26%) Retail
10 13 (28.26%) Credit Risk
10 13 (28.26%) Degree
11 12 (26.09%) Enterprise Data Management
11 12 (26.09%) Business Development
11 12 (26.09%) PRINCE2 Practitioner
11 12 (26.09%) Talend Open Studio
11 12 (26.09%) Talend
11 12 (26.09%) Security Cleared
11 12 (26.09%) Data Quality
11 12 (26.09%) Stakeholder Management

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 25 (54.35%) SAS
2 4 (8.70%) Apache Spark
3 1 (2.17%) SharePoint
3 1 (2.17%) SharePoint 2010
3 1 (2.17%) SharePoint 2013
Applications
1 14 (30.43%) SPSS
2 6 (13.04%) MS Excel
3 4 (8.70%) Stata
Cloud Services
1 1 (2.17%) Google Analytics
Communications & Networking
1 1 (2.17%) Ethernet
Database & Business Intelligence
1 19 (41.30%) QlikView
2 18 (39.13%) Big Data
2 18 (39.13%) SQL Server
2 18 (39.13%) SQL Server Integration Services
2 18 (39.13%) SQL Server Reporting Services
3 16 (34.78%) BusinessObjects
4 14 (30.43%) SQL Server Analysis Services
5 13 (28.26%) Data Warehouse
6 4 (8.70%) Data Mining
6 4 (8.70%) Hadoop
6 4 (8.70%) MongoDB
6 4 (8.70%) PostgreSQL
7 1 (2.17%) Lumira
7 1 (2.17%) OLAP
7 1 (2.17%) OLAP Cube
7 1 (2.17%) Pentaho
7 1 (2.17%) Qlik Sense
7 1 (2.17%) Spotfire
Development Applications
1 12 (26.09%) Talend Open Studio
2 2 (4.35%) Git (software)
2 2 (4.35%) SQL Server Management Studio (SSMS)
General
1 13 (28.26%) Banking
1 13 (28.26%) Retail
2 8 (17.39%) Finance
3 5 (10.87%) Games
4 3 (6.52%) Marketing
Job Titles
1 19 (41.30%) Consultant
2 16 (34.78%) Developer
3 14 (30.43%) Business Intelligence Developer
4 13 (28.26%) Business Intelligence Consultant
5 12 (26.09%) Analytics Manager
5 12 (26.09%) Business Intelligence Manager
5 12 (26.09%) Data Analytics Manager
5 12 (26.09%) Data Manager
6 6 (13.04%) Senior Consultant
7 4 (8.70%) Analyst
7 4 (8.70%) Data Consultant
7 4 (8.70%) Data Scientist
8 3 (6.52%) Senior Strategy Consultant
8 3 (6.52%) Strategy Consultant
9 2 (4.35%) Analytics Consultant
9 2 (4.35%) Customer Analytics Consultant
9 2 (4.35%) Digital Analytics Consultant
9 2 (4.35%) Front End Developer (Client-Side Developer)
9 2 (4.35%) IT Analyst
9 2 (4.35%) UI Engineer
Libraries, Frameworks & Software Standards
1 6 (13.04%) D3.js
2 5 (10.87%) HTML
2 5 (10.87%) HTML5
3 4 (8.70%) CSS
4 3 (6.52%) WebGL
5 2 (4.35%) .NET
5 2 (4.35%) AngularJS
5 2 (4.35%) Backbone.js
5 2 (4.35%) React
6 1 (2.17%) MDX
6 1 (2.17%) Node.js
6 1 (2.17%) OpenGL
6 1 (2.17%) VTK
Miscellaneous
1 13 (28.26%) Credit Risk
2 8 (17.39%) Analytical Skills
3 7 (15.22%) Computer Science
4 5 (10.87%) Statistics
5 4 (8.70%) Applied Mathematics
5 4 (8.70%) Informatics
5 4 (8.70%) Mathematics
6 2 (4.35%) Data Integration
6 2 (4.35%) User Experience
7 1 (2.17%) Data Structures
7 1 (2.17%) Social Media
Operating Systems
1 1 (2.17%) Windows
Processes & Methodologies
1 30 (65.22%) Business Intelligence
2 26 (56.52%) Data Visualisation
3 23 (50.00%) Analytics
4 20 (43.48%) Agile Software Development
5 18 (39.13%) Data Management
6 16 (34.78%) Data Analytics
7 14 (30.43%) ETL
8 13 (28.26%) Data Modelling
9 12 (26.09%) Business Development
9 12 (26.09%) Enterprise Data Management
9 12 (26.09%) PRINCE2
9 12 (26.09%) Stakeholder Management
10 4 (8.70%) Business Analysis
10 4 (8.70%) Data Governance
10 4 (8.70%) Data Transformation
10 4 (8.70%) Statistical Modelling
10 4 (8.70%) Web Development
11 3 (6.52%) Digital Analytics
12 2 (4.35%) ETL Development
12 2 (4.35%) Prototyping
Programming Languages
1 6 (13.04%) Python
2 5 (10.87%) JavaScript
2 5 (10.87%) R
3 4 (8.70%) Scala
4 3 (6.52%) SQL
5 2 (4.35%) C++
5 2 (4.35%) Java
5 2 (4.35%) T-SQL
6 1 (2.17%) C#
6 1 (2.17%) Delphi
6 1 (2.17%) VBA
Qualifications
1 13 (28.26%) Degree
2 12 (26.09%) PRINCE2 Practitioner
2 12 (26.09%) Security Cleared
Quality Assurance & Compliance
1 12 (26.09%) Data Quality
2 4 (8.70%) IAS 39
System Software
1 1 (2.17%) Firmware
Vendors
1 12 (26.09%) Cognos
1 12 (26.09%) Oracle
1 12 (26.09%) Talend
2 9 (19.57%) Tableau
3 5 (10.87%) Microsoft
4 4 (8.70%) Ab Initio
4 4 (8.70%) Greenplum
4 4 (8.70%) Hyperion
4 4 (8.70%) Informatica
5 1 (2.17%) Adobe
5 1 (2.17%) Alteryx
5 1 (2.17%) Apple
5 1 (2.17%) Birst
5 1 (2.17%) Facebook
5 1 (2.17%) Google
5 1 (2.17%) Jaspersoft
5 1 (2.17%) Omniture
5 1 (2.17%) SAP
5 1 (2.17%) TIBCO
5 1 (2.17%) Twitter
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