The table below looks at the statistics for Data Visualisation skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited Data Visualisation over the 3 months to 10 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
10 Dec 2016
Same period 2015 Same period 2014
Data Visualization
Rank 131 153 150
Rank change year-on-year
+22 -3
Permanent jobs citing Data Visualisation 7 10 15
As % of all permanent IT jobs located in Scotland 0.29% 0.32% 0.47%
As % of the Processes & Methodologies category 0.33% 0.36% 0.53%
Number of salaries quoted 3 6 15
Median salary £40,000 £44,500 £45,000
Median salary % change year-on-year
-10.11% -1.11%
90% offered a salary of more than £36,000 £43,250 £42,500
10% offered a salary of more than £46,000 £80,000 £46,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
Data Visualisation
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Scotland region.

Processes & Methodologies Category
Scotland
Permanent IT job ads with a match in the
Processes & Methodologies category
2121 2754 2819
As % of all permanent IT jobs located in Scotland 89.12% 89.44% 88.48%
Number of salaries quoted 1326 1744 1854
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £65,000 £62,500 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Visualisation
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland region citing Data Visualisation as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Visualisation Jobs Demand Trend in Scotland

Data Visualisation
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Visualisation across the Scotland region.

Data Visualisation Salary Trend in Scotland

Data Visualisation
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Visualisation within the Scotland region over the 3 months to 10 December 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow +16 3 - -
Edinburgh +14 3 £43,750 - 1
Data Visualisation
UK

Data Visualisation
Top 30 Related IT Skills in Scotland

For the 6 months to 10 December 2016, IT jobs citing Data 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 Scotland region with a requirement for Data Visualisation.

1 29 (100.00%) Visualisation
2 16 (55.17%) Agile Software Development
3 15 (51.72%) HTML
3 15 (51.72%) Java
4 14 (48.28%) SQL
4 14 (48.28%) Finance
4 14 (48.28%) HTML5
5 13 (44.83%) Tableau
5 13 (44.83%) Python
5 13 (44.83%) D3.js
6 12 (41.38%) Analytical Skills
6 12 (41.38%) Big Data
6 12 (41.38%) C#
7 11 (37.93%) OO
7 11 (37.93%) Business Intelligence
7 11 (37.93%) Scala
7 11 (37.93%) Hadoop
7 11 (37.93%) Apache Spark
8 10 (34.48%) Git (software)
8 10 (34.48%) Subversion
8 10 (34.48%) Regression Testing
9 9 (31.03%) Scrum
9 9 (31.03%) Microsoft
9 9 (31.03%) Oracle
9 9 (31.03%) Data Analysis
9 9 (31.03%) Data Management
9 9 (31.03%) SDLC
10 8 (27.59%) Rundeck
10 8 (27.59%) Impala
10 8 (27.59%) Trend Analysis

Data Visualisation
Top Related IT Skills in Scotland 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 11 (37.93%) Apache Spark
2 4 (13.79%) SAS
Applications
1 5 (17.24%) MS Excel
2 3 (10.34%) Stata
3 1 (3.45%) SPSS
Business Applications
1 2 (6.90%) Cognos Business Intelligence
1 2 (6.90%) Cognos TM1
Communications & Networking
1 3 (10.34%) Ethernet
2 1 (3.45%) RS-232
2 1 (3.45%) SMS
Database & Business Intelligence
1 12 (41.38%) Big Data
2 11 (37.93%) Hadoop
3 8 (27.59%) Impala
3 8 (27.59%) Spotfire
3 8 (27.59%) Sqoop
4 6 (20.69%) SQL Server
5 4 (13.79%) Data Mining
5 4 (13.79%) KDB
5 4 (13.79%) Kdb+
6 3 (10.34%) MongoDB
6 3 (10.34%) PostgreSQL
7 2 (6.90%) ActiveReports
7 2 (6.90%) Cognos Analysis Studio
7 2 (6.90%) Cognos Framework Manager
7 2 (6.90%) Cognos Query Studio
7 2 (6.90%) Cognos Report Studio
7 2 (6.90%) Data Warehouse
7 2 (6.90%) SQL Server Integration Services
8 1 (3.45%) Oracle BI Publisher
8 1 (3.45%) Relational Database
Development Applications
1 10 (34.48%) Git (software)
1 10 (34.48%) Subversion
2 8 (27.59%) Jenkins
2 8 (27.59%) JIRA
3 2 (6.90%) Team Foundation Server
4 1 (3.45%) Visual Studio
General
1 14 (48.28%) Finance
2 6 (20.69%) Banking
3 3 (10.34%) Games
3 3 (10.34%) Marketing
4 2 (6.90%) Front Office
4 2 (6.90%) Investment Banking
5 1 (3.45%) Electronics
5 1 (3.45%) Law
Job Titles
1 21 (72.41%) Developer
2 8 (27.59%) Big Data Developer
3 5 (17.24%) C# Developer
4 4 (13.79%) Data Scientist
4 4 (13.79%) Senior Developer
4 4 (13.79%) Software Developer
5 3 (10.34%) .NET Developer
5 3 (10.34%) C# .NET Developer
5 3 (10.34%) C# Software Engineer
5 3 (10.34%) C++ Software Engineer
5 3 (10.34%) Delphi Software Engineer
5 3 (10.34%) Senior Data Scientist
5 3 (10.34%) Software Engineer
6 2 (6.90%) Business Intelligence Developer
6 2 (6.90%) Cognos Developer
6 2 (6.90%) Senior Software Developer
6 2 (6.90%) UI Engineer
6 2 (6.90%) Windows Engineer
7 1 (3.45%) C# WPF Developer
7 1 (3.45%) Marketing Insight Analyst
Libraries, Frameworks & Software Standards
1 15 (51.72%) HTML
2 14 (48.28%) HTML5
3 13 (44.83%) D3.js
4 6 (20.69%) .NET
5 5 (17.24%) WPF
6 3 (10.34%) DirectX
6 3 (10.34%) OpenGL
7 2 (6.90%) CSS
7 2 (6.90%) MDX
8 1 (3.45%) ASP.NET
8 1 (3.45%) ASP.NET MVC
8 1 (3.45%) Backbone.js
8 1 (3.45%) Boost C++ Libraries
8 1 (3.45%) jQuery
8 1 (3.45%) KnockoutJS
8 1 (3.45%) MFC
8 1 (3.45%) Razor View Engine
8 1 (3.45%) Silverlight
8 1 (3.45%) STL
8 1 (3.45%) XML
Miscellaneous
1 29 (100.00%) Visualisation
2 12 (41.38%) Analytical Skills
3 8 (27.59%) Market Risk
4 5 (17.24%) Statistics
5 3 (10.34%) Applied Mathematics
5 3 (10.34%) Computer Science
5 3 (10.34%) Informatics
5 3 (10.34%) Mathematics
6 2 (6.90%) 3D Graphics
6 2 (6.90%) Equities
6 2 (6.90%) Fixed Income
6 2 (6.90%) Management Information System
7 1 (3.45%) Algorithms
7 1 (3.45%) Data Protection Act
7 1 (3.45%) Embedded Systems
7 1 (3.45%) Field-Programmable Gate Array
7 1 (3.45%) Physics
7 1 (3.45%) User Experience
Operating Systems
1 3 (10.34%) Windows
Processes & Methodologies
1 16 (55.17%) Agile Software Development
2 11 (37.93%) Business Intelligence
2 11 (37.93%) OO
3 10 (34.48%) Regression Testing
4 9 (31.03%) Data Analysis
4 9 (31.03%) Data Management
4 9 (31.03%) Scrum
4 9 (31.03%) SDLC
5 8 (27.59%) Analytics
5 8 (27.59%) Continuous Integration
5 8 (27.59%) Trend Analysis
5 8 (27.59%) Workflow
6 5 (17.24%) Business Analysis
6 5 (17.24%) Multithreading
6 5 (17.24%) Software Engineering
7 4 (13.79%) Multithreaded Programming
7 4 (13.79%) Performance Tuning
7 4 (13.79%) Statistical Modelling
7 4 (13.79%) Use Case
8 3 (10.34%) Numerical Analysis
Programming Languages
1 15 (51.72%) Java
2 14 (48.28%) SQL
3 13 (44.83%) Python
4 12 (41.38%) C#
5 11 (37.93%) Scala
6 6 (20.69%) C++
7 5 (17.24%) R
8 3 (10.34%) Delphi
8 3 (10.34%) JavaScript
8 3 (10.34%) T-SQL
9 1 (3.45%) TypeScript
9 1 (3.45%) VBA
9 1 (3.45%) XAML
Qualifications
1 8 (27.59%) Degree
Quality Assurance & Compliance
1 2 (6.90%) Data Quality
2 1 (3.45%) Actionable Recommendations
System Software
1 2 (6.90%) Firmware
Systems Management
1 8 (27.59%) Oozie
1 8 (27.59%) Rundeck
Vendors
1 13 (44.83%) Tableau
2 9 (31.03%) Microsoft
2 9 (31.03%) Oracle
3 3 (10.34%) Greenplum
4 2 (6.90%) Cognos
4 2 (6.90%) IBM
Edinburgh, Midlothian
Harvey Nash plc
Posted: 5 days ago