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

3 months to
29 Sep 2016
Same period 2015 Same period 2014
Visualisation
Rank 78 88 91
Rank change year-on-year
+10 +3
Permanent jobs citing Visualisation 12 16 21
As % of all permanent IT jobs located in Edinburgh 1.06% 1.00% 1.39%
As % of the Miscellaneous category 2.76% 2.46% 3.25%
Number of salaries quoted 4 13 20
Median salary £40,750 £47,500 £38,500
Median salary % change year-on-year
-14.21% +23.37%
90% offered a salary of more than £38,250 £40,000 £29,750
10% offered a salary of more than £41,500 £47,500 £39,150
UK excluding London median salary £45,000 £47,500 £37,500
% change year-on-year
-5.26% +26.66%
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
435 650 646
As % of all permanent IT jobs located in Edinburgh 38.39% 40.60% 42.84%
Number of salaries quoted 287 372 414
Median salary £45,000 £40,000 £40,000
Median salary % change year-on-year
+12.50% -
90% offered a salary of more than £30,000 £27,000 £30,000
10% offered a salary of more than £61,500 £55,000 £60,000
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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
Top 30 Related IT Skills in Edinburgh

For the 6 months to 29 September 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 26 (72.22%) SAS
2 25 (69.44%) Data Visualisation
2 25 (69.44%) Analytics
3 18 (50.00%) Data Analytics
3 18 (50.00%) Big Data
4 17 (47.22%) Business Intelligence
5 14 (38.89%) SPSS
5 14 (38.89%) SQL Server
6 13 (36.11%) Data Modelling
6 13 (36.11%) Banking
6 13 (36.11%) Degree
7 12 (33.33%) Tableau
7 12 (33.33%) Finance
7 12 (33.33%) Oracle
8 11 (30.56%) Retail
8 11 (30.56%) Business Development
8 11 (30.56%) Credit Risk
9 9 (25.00%) QlikView
10 8 (22.22%) Analytical Skills
10 8 (22.22%) Python
10 8 (22.22%) MS Excel
11 7 (19.44%) Statistics
12 6 (16.67%) Mathematics
12 6 (16.67%) Agile Software Development
12 6 (16.67%) Data Management
12 6 (16.67%) Microsoft
13 5 (13.89%) C++
13 5 (13.89%) Software Engineering
13 5 (13.89%) Marketing
13 5 (13.89%) Apache Spark

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 26 (72.22%) SAS
2 5 (13.89%) Apache Spark
Applications
1 14 (38.89%) SPSS
2 8 (22.22%) MS Excel
3 3 (8.33%) Stata
4 2 (5.56%) MS Office
Communications & Networking
1 3 (8.33%) Ethernet
2 1 (2.78%) SMS
Database & Business Intelligence
1 18 (50.00%) Big Data
2 14 (38.89%) SQL Server
3 9 (25.00%) QlikView
4 4 (11.11%) BusinessObjects
4 4 (11.11%) Data Mining
4 4 (11.11%) SQL Server Integration Services
4 4 (11.11%) SQL Server Reporting Services
5 3 (8.33%) Data Warehouse
5 3 (8.33%) Hadoop
5 3 (8.33%) MongoDB
5 3 (8.33%) PostgreSQL
5 3 (8.33%) Spotfire
6 1 (2.78%) MS Access
6 1 (2.78%) Spatial Data
Development Applications
1 1 (2.78%) Git (software)
1 1 (2.78%) Subversion
General
1 13 (36.11%) Banking
2 12 (33.33%) Finance
3 11 (30.56%) Retail
4 5 (13.89%) Marketing
5 3 (8.33%) Games
Job Titles
1 11 (30.56%) Analytics Manager
1 11 (30.56%) Business Intelligence Manager
1 11 (30.56%) Data Analytics Manager
1 11 (30.56%) Data Manager
2 7 (19.44%) Consultant
2 7 (19.44%) Senior Consultant
3 6 (16.67%) Analyst
4 4 (11.11%) Data Consultant
5 3 (8.33%) Analytics Consultant
5 3 (8.33%) C# Software Engineer
5 3 (8.33%) C++ Software Engineer
5 3 (8.33%) Data Analyst
5 3 (8.33%) Data Scientist
5 3 (8.33%) Delphi Software Engineer
5 3 (8.33%) Senior Data Scientist
5 3 (8.33%) Senior Strategy Consultant
5 3 (8.33%) Software Engineer
5 3 (8.33%) Strategy Consultant
5 3 (8.33%) UI Engineer
5 3 (8.33%) Windows Engineer
Libraries, Frameworks & Software Standards
1 4 (11.11%) D3.js
2 1 (2.78%) CSS
2 1 (2.78%) DirectX
2 1 (2.78%) HTML
2 1 (2.78%) HTML5
2 1 (2.78%) Node.js
2 1 (2.78%) OpenGL
Miscellaneous
1 11 (30.56%) Credit Risk
2 8 (22.22%) Analytical Skills
3 7 (19.44%) Statistics
4 6 (16.67%) Mathematics
5 4 (11.11%) Applied Mathematics
6 3 (8.33%) Computer Science
6 3 (8.33%) Informatics
7 2 (5.56%) Data Integration
8 1 (2.78%) 3D Graphics
8 1 (2.78%) Economics
8 1 (2.78%) GPGPU
8 1 (2.78%) Management Information System
8 1 (2.78%) Physics
8 1 (2.78%) User Experience
Operating Systems
1 3 (8.33%) Windows
Processes & Methodologies
1 25 (69.44%) Analytics
1 25 (69.44%) Data Visualisation
2 18 (50.00%) Data Analytics
3 17 (47.22%) Business Intelligence
4 13 (36.11%) Data Modelling
5 11 (30.56%) Business Development
6 6 (16.67%) Agile Software Development
6 6 (16.67%) Data Management
7 5 (13.89%) Data Governance
7 5 (13.89%) Software Engineering
8 4 (11.11%) Data Transformation
9 3 (8.33%) Business Analysis
9 3 (8.33%) Numerical Analysis
9 3 (8.33%) OO
9 3 (8.33%) OOD
9 3 (8.33%) Statistical Modelling
10 2 (5.56%) Data Architecture
10 2 (5.56%) Digital Marketing
10 2 (5.56%) Econometrics
10 2 (5.56%) Risk Management
Programming Languages
1 8 (22.22%) Python
2 5 (13.89%) C++
3 4 (11.11%) C#
3 4 (11.11%) MATLAB
3 4 (11.11%) R
3 4 (11.11%) SQL
4 3 (8.33%) Delphi
4 3 (8.33%) Scala
4 3 (8.33%) VBA
5 1 (2.78%) Java
5 1 (2.78%) JavaScript
Qualifications
1 13 (36.11%) Degree
2 1 (2.78%) PhD
Quality Assurance & Compliance
1 4 (11.11%) IAS 39
2 2 (5.56%) Data Quality
System Software
1 3 (8.33%) Firmware
Vendors
1 12 (33.33%) Oracle
1 12 (33.33%) Tableau
2 6 (16.67%) Microsoft
3 4 (11.11%) Ab Initio
3 4 (11.11%) Hyperion
3 4 (11.11%) Informatica
4 3 (8.33%) Greenplum
Edinburgh, Midlothian
FPSG Connect
Salary: Pension + Medical Cover
Posted: 6 days ago