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

3 months to
28 Aug 2016
Same period 2015 Same period 2014
Visualisation
Rank 78 82 86
Rank change year-on-year
+4 +4
Permanent jobs citing Visualisation 18 22 19
As % of all permanent IT jobs located in Edinburgh 1.47% 1.41% 1.28%
As % of the Miscellaneous category 3.54% 3.54% 3.21%
Number of salaries quoted 7 19 18
Median salary £45,000 £47,500 £36,250
Median salary % change year-on-year
-5.26% +31.03%
90% offered a salary of more than £41,500 £38,500 £27,500
10% offered a salary of more than £59,900 £48,500 £38,500
UK excluding London median salary £45,000 £47,500 £40,000
% change year-on-year
-5.26% +18.75%
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
509 622 592
As % of all permanent IT jobs located in Edinburgh 41.48% 39.97% 39.92%
Number of salaries quoted 299 379 376
Median salary £45,000 £40,000 £40,500
Median salary % change year-on-year
+12.50% -1.23%
90% offered a salary of more than £28,000 £27,000 £28,500
10% offered a salary of more than £62,500 £55,000 £62,050
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 28 August 2016.

Visualisation Salary Histogram in Edinburgh

Visualisation
Top 30 Related IT Skills in Edinburgh

For the 6 months to 28 August 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 28 (73.68%) SAS
2 27 (71.05%) Data Visualisation
2 27 (71.05%) Analytics
3 21 (55.26%) Big Data
4 19 (50.00%) Business Intelligence
5 18 (47.37%) SQL Server
5 18 (47.37%) Data Analytics
6 15 (39.47%) Degree
7 14 (36.84%) Tableau
7 14 (36.84%) SPSS
8 13 (34.21%) Oracle
8 13 (34.21%) Data Modelling
8 13 (34.21%) Banking
9 12 (31.58%) Retail
9 12 (31.58%) Finance
9 12 (31.58%) Business Development
9 12 (31.58%) Credit Risk
10 10 (26.32%) Analytical Skills
10 10 (26.32%) Python
10 10 (26.32%) MS Excel
11 9 (23.68%) QlikView
12 8 (21.05%) Mathematics
12 8 (21.05%) Statistics
12 8 (21.05%) Microsoft
13 7 (18.42%) Agile Software Development
13 7 (18.42%) Apache Spark
13 7 (18.42%) Data Governance
14 6 (15.79%) R
14 6 (15.79%) D3.js
14 6 (15.79%) Applied Mathematics

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 28 (73.68%) SAS
2 7 (18.42%) Apache Spark
Applications
1 14 (36.84%) SPSS
2 10 (26.32%) MS Excel
3 5 (13.16%) Stata
4 2 (5.26%) MS Office
Communications & Networking
1 3 (7.89%) Ethernet
Database & Business Intelligence
1 21 (55.26%) Big Data
2 18 (47.37%) SQL Server
3 9 (23.68%) QlikView
4 5 (13.16%) Data Mining
4 5 (13.16%) Hadoop
4 5 (13.16%) MongoDB
4 5 (13.16%) PostgreSQL
4 5 (13.16%) SQL Server Integration Services
4 5 (13.16%) SQL Server Reporting Services
5 4 (10.53%) BusinessObjects
6 3 (7.89%) Spotfire
7 2 (5.26%) Data Warehouse
8 1 (2.63%) MS Access
8 1 (2.63%) Spatial Data
8 1 (2.63%) SQL Server Analysis Services
Development Applications
1 1 (2.63%) Git (software)
1 1 (2.63%) SQL Server Management Studio (SSMS)
General
1 13 (34.21%) Banking
2 12 (31.58%) Finance
2 12 (31.58%) Retail
3 5 (13.16%) Games
4 3 (7.89%) Marketing
Job Titles
1 12 (31.58%) Analytics Manager
1 12 (31.58%) Business Intelligence Manager
1 12 (31.58%) Data Analytics Manager
1 12 (31.58%) Data Manager
2 7 (18.42%) Consultant
2 7 (18.42%) Senior Consultant
3 5 (13.16%) Analyst
3 5 (13.16%) Data Scientist
4 4 (10.53%) Data Consultant
4 4 (10.53%) Senior Data Scientist
5 3 (7.89%) Analytics Consultant
5 3 (7.89%) C# Software Engineer
5 3 (7.89%) C++ Software Engineer
5 3 (7.89%) Delphi Software Engineer
5 3 (7.89%) Senior Strategy Consultant
5 3 (7.89%) Software Engineer
5 3 (7.89%) Strategy Consultant
5 3 (7.89%) UI Engineer
5 3 (7.89%) Windows Engineer
6 2 (5.26%) Customer Analytics Consultant
Libraries, Frameworks & Software Standards
1 6 (15.79%) D3.js
2 1 (2.63%) CSS
2 1 (2.63%) HTML
2 1 (2.63%) HTML5
2 1 (2.63%) Node.js
Miscellaneous
1 12 (31.58%) Credit Risk
2 10 (26.32%) Analytical Skills
3 8 (21.05%) Mathematics
3 8 (21.05%) Statistics
4 6 (15.79%) Applied Mathematics
5 5 (13.16%) Computer Science
5 5 (13.16%) Informatics
6 3 (7.89%) Data Integration
7 1 (2.63%) Economics
7 1 (2.63%) GPGPU
7 1 (2.63%) Management Information System
7 1 (2.63%) Physics
7 1 (2.63%) User Experience
Operating Systems
1 3 (7.89%) Windows
Processes & Methodologies
1 27 (71.05%) Analytics
1 27 (71.05%) Data Visualisation
2 19 (50.00%) Business Intelligence
3 18 (47.37%) Data Analytics
4 13 (34.21%) Data Modelling
5 12 (31.58%) Business Development
6 7 (18.42%) Agile Software Development
6 7 (18.42%) Data Governance
7 6 (15.79%) Data Management
8 5 (13.16%) Business Analysis
8 5 (13.16%) Statistical Modelling
9 4 (10.53%) Data Transformation
9 4 (10.53%) Software Engineering
10 3 (7.89%) Numerical Analysis
10 3 (7.89%) OO
10 3 (7.89%) OOD
11 2 (5.26%) Customer Analytics
11 2 (5.26%) Data Architecture
11 2 (5.26%) Digital Marketing
11 2 (5.26%) People Management
Programming Languages
1 10 (26.32%) Python
2 6 (15.79%) R
3 5 (13.16%) Scala
3 5 (13.16%) SQL
4 4 (10.53%) C++
4 4 (10.53%) MATLAB
5 3 (7.89%) C#
5 3 (7.89%) Delphi
5 3 (7.89%) VBA
6 1 (2.63%) JavaScript
6 1 (2.63%) T-SQL
Qualifications
1 15 (39.47%) Degree
2 1 (2.63%) PhD
Quality Assurance & Compliance
1 4 (10.53%) IAS 39
2 2 (5.26%) Data Quality
System Software
1 3 (7.89%) Firmware
Vendors
1 14 (36.84%) Tableau
2 13 (34.21%) Oracle
3 8 (21.05%) Microsoft
4 5 (13.16%) Greenplum
5 4 (10.53%) Ab Initio
5 4 (10.53%) Hyperion
5 4 (10.53%) Informatica
Edinburgh, Midlothian
FPSG Connect
Salary: £33000 - £42000 per annum + Pension + Medical Cover
Posted: 4 days ago