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 22 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
22 Jan 2017
Same period 2016 Same period 2015
Visualisation
Scotland / Edinburgh
Rank 87 65 91
Rank change year-on-year
-22 +26
Permanent jobs citing Visualisation 1 35 16
As % of all permanent IT jobs located in Edinburgh 0.094% 2.75% 1.18%
As % of the Miscellaneous category 0.28% 5.85% 3.08%
Number of salaries quoted 0 32 14
Median salary - £47,500 £38,500
Median salary % change year-on-year
- +23.37%
UK excluding London median salary £45,000 £47,500 £40,000
% change year-on-year
-5.26% +18.75%

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
361 598 519
As % of all permanent IT jobs located in Edinburgh 34.06% 46.98% 38.36%
Number of salaries quoted 220 398 334
Median salary £45,000 £44,000 £40,000
Median salary % change year-on-year
+2.27% +10.00%
90% offered a salary of more than £30,000 £25,000 £28,450
10% offered a salary of more than £67,750 £60,000 £57,500
UK excluding London median salary £42,500 £42,500 £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
Top 30 Related IT Skills in Edinburgh

For the 6 months to 22 January 2017, 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 6 (60.00%) Data Visualisation
2 4 (40.00%) Tableau
2 4 (40.00%) Analytics
2 4 (40.00%) SAS
2 4 (40.00%) Agile Software Development
3 3 (30.00%) Data Analysis
3 3 (30.00%) Software Engineering
3 3 (30.00%) Marketing
3 3 (30.00%) MS Excel
3 3 (30.00%) C#
3 3 (30.00%) C++
3 3 (30.00%) Oracle
3 3 (30.00%) Business Intelligence
4 2 (20.00%) Regression Testing
4 2 (20.00%) Management Information System
4 2 (20.00%) Microsoft
4 2 (20.00%) OpenGL
4 2 (20.00%) DirectX
4 2 (20.00%) CAD
4 2 (20.00%) CAE
4 2 (20.00%) SQL Server
4 2 (20.00%) Java
4 2 (20.00%) SQL
4 2 (20.00%) Data Warehouse
4 2 (20.00%) Data Mining
4 2 (20.00%) Python
4 2 (20.00%) Degree
4 2 (20.00%) QlikView
4 2 (20.00%) Banking
4 2 (20.00%) Data 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 4 (40.00%) SAS
2 2 (20.00%) Apache Spark
Applications
1 3 (30.00%) MS Excel
2 1 (10.00%) MS Office
2 1 (10.00%) SPSS
2 1 (10.00%) Stata
Communications & Networking
1 1 (10.00%) Ethernet
1 1 (10.00%) SMS
Database & Business Intelligence
1 2 (20.00%) Big Data
1 2 (20.00%) Data Mining
1 2 (20.00%) Data Warehouse
1 2 (20.00%) QlikView
1 2 (20.00%) SQL Server
2 1 (10.00%) DB2
2 1 (10.00%) Hadoop
2 1 (10.00%) MongoDB
2 1 (10.00%) MS Access
2 1 (10.00%) Oracle BI EE
2 1 (10.00%) Oracle BI Publisher
2 1 (10.00%) PostgreSQL
2 1 (10.00%) Spatial Data
2 1 (10.00%) Spotfire
Development Applications
1 2 (20.00%) Git (software)
1 2 (20.00%) Subversion
General
1 3 (30.00%) Marketing
2 2 (20.00%) Banking
2 2 (20.00%) Finance
3 1 (10.00%) Games
Job Titles
1 3 (30.00%) Analyst
1 3 (30.00%) Developer
2 2 (20.00%) Senior Developer
2 2 (20.00%) Senior Software Developer
2 2 (20.00%) Software Developer
3 1 (10.00%) Business Intelligence Developer
3 1 (10.00%) C# Software Engineer
3 1 (10.00%) C++ Software Engineer
3 1 (10.00%) Data Analyst
3 1 (10.00%) Data Consultant
3 1 (10.00%) Delphi Software Engineer
3 1 (10.00%) Embedded C++ Engineer
3 1 (10.00%) Embedded C++ Software Engineer
3 1 (10.00%) Embedded Software Engineer
3 1 (10.00%) Insight Analyst
3 1 (10.00%) Marketing Analyst
3 1 (10.00%) Marketing Data Analyst
3 1 (10.00%) Senior Analyst
3 1 (10.00%) Technical Analyst
3 1 (10.00%) Windows Engineer
Libraries, Frameworks & Software Standards
1 2 (20.00%) DirectX
1 2 (20.00%) OpenGL
2 1 (10.00%) D3.js
Miscellaneous
1 2 (20.00%) 3D Graphics
1 2 (20.00%) Analytical Skills
1 2 (20.00%) Management Information System
1 2 (20.00%) Statistics
2 1 (10.00%) Applied Mathematics
2 1 (10.00%) Computer Science
2 1 (10.00%) Data Integration
2 1 (10.00%) Informatics
2 1 (10.00%) Mathematics
2 1 (10.00%) User Experience
Operating Systems
1 1 (10.00%) Windows
Processes & Methodologies
1 6 (60.00%) Data Visualisation
2 4 (40.00%) Agile Software Development
2 4 (40.00%) Analytics
3 3 (30.00%) Business Intelligence
3 3 (30.00%) Data Analysis
3 3 (30.00%) Software Engineering
4 2 (20.00%) CAD
4 2 (20.00%) CAE
4 2 (20.00%) Continuous Improvement
4 2 (20.00%) Data Analytics
4 2 (20.00%) Data Governance
4 2 (20.00%) Data Management
4 2 (20.00%) Mentoring
4 2 (20.00%) Regression Testing
5 1 (10.00%) Customer Insight
5 1 (10.00%) Information Management
5 1 (10.00%) Marketing Automation
5 1 (10.00%) People Management
5 1 (10.00%) Statistical Modelling
5 1 (10.00%) TOGAF
Programming Languages
1 3 (30.00%) C#
1 3 (30.00%) C++
2 2 (20.00%) Java
2 2 (20.00%) Python
2 2 (20.00%) R
2 2 (20.00%) SQL
3 1 (10.00%) Delphi
3 1 (10.00%) MATLAB
3 1 (10.00%) Scala
3 1 (10.00%) VBA
Qualifications
1 2 (20.00%) Degree
Quality Assurance & Compliance
1 1 (10.00%) Data Quality
System Software
1 1 (10.00%) Firmware
Vendors
1 4 (40.00%) Tableau
2 3 (30.00%) Oracle
3 2 (20.00%) Microsoft
4 1 (10.00%) Cognos
4 1 (10.00%) Greenplum
4 1 (10.00%) MicroStrategy
Edinburgh & Lothians
ANSON MCCADE
Salary: £45,000 - £58,000 + extensive benefits package
Posted: 5 days ago