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

3 months to
20 Jan 2017
Same period 2016 Same period 2015
Data Visualization
UK / Scotland
Rank 127 148 152
Rank change year-on-year
+21 +4
Permanent jobs citing Data Visualisation 4 10 8
As % of all permanent IT jobs located in Scotland 0.18% 0.34% 0.27%
As % of the Processes & Methodologies category 0.20% 0.37% 0.30%
Number of salaries quoted 2 6 8
Median salary £37,500 £44,500 £45,000
Median salary % change year-on-year
-15.73% -1.11%
90% offered a salary of more than £35,500 £40,500 £41,500
10% offered a salary of more than £39,500 £80,000 £57,500
UK excluding London median salary £45,000 £45,000 £41,500
% change year-on-year
- +8.43%

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
2020 2672 2672
As % of all permanent IT jobs located in Scotland 89.50% 90.33% 88.56%
Number of salaries quoted 1271 1721 1762
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 £32,500
10% offered a salary of more than £60,500 £61,500 £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 20 January 2017. 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 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 +24 3 £40,000 -50.00% 2
Data Visualisation
UK

Data Visualisation
Top 30 Related IT Skills in Scotland

For the 6 months to 20 January 2017, 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 18 (100.00%) Visualisation
2 9 (50.00%) C#
2 9 (50.00%) HTML
3 8 (44.44%) Java
3 8 (44.44%) Agile Software Development
3 8 (44.44%) HTML5
4 7 (38.89%) SQL
5 6 (33.33%) Banking
5 6 (33.33%) Analytics
6 5 (27.78%) Finance
6 5 (27.78%) .NET
6 5 (27.78%) Python
6 5 (27.78%) D3.js
7 4 (22.22%) Git (software)
7 4 (22.22%) Degree
7 4 (22.22%) WPF
7 4 (22.22%) Multithreading
7 4 (22.22%) Microsoft
7 4 (22.22%) JavaScript
7 4 (22.22%) C++
7 4 (22.22%) Regression Testing
7 4 (22.22%) Subversion
7 4 (22.22%) Big Data
7 4 (22.22%) Analytical Skills
8 3 (16.67%) Apache Spark
8 3 (16.67%) Performance Tuning
8 3 (16.67%) Kdb+
8 3 (16.67%) Multithreaded Programming
8 3 (16.67%) KDB
8 3 (16.67%) Scrum

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 3 (16.67%) Apache Spark
2 2 (11.11%) SAS
Applications
1 2 (11.11%) MS Excel
2 1 (5.56%) SPSS
2 1 (5.56%) Stata
Communications & Networking
1 1 (5.56%) Ethernet
1 1 (5.56%) SMS
Database & Business Intelligence
1 4 (22.22%) Big Data
2 3 (16.67%) Hadoop
2 3 (16.67%) KDB
2 3 (16.67%) Kdb+
3 2 (11.11%) Data Mining
3 2 (11.11%) Data Warehouse
3 2 (11.11%) Impala
3 2 (11.11%) Spotfire
3 2 (11.11%) SQL Server
3 2 (11.11%) Sqoop
4 1 (5.56%) MongoDB
4 1 (5.56%) Oracle BI EE
4 1 (5.56%) Oracle BI Publisher
4 1 (5.56%) PostgreSQL
4 1 (5.56%) QlikView
4 1 (5.56%) RDBMS
4 1 (5.56%) Relational Database
4 1 (5.56%) SQL Server 2005
4 1 (5.56%) SQL Server 2012
Development Applications
1 4 (22.22%) Git (software)
1 4 (22.22%) Subversion
2 2 (11.11%) Jenkins
2 2 (11.11%) JIRA
3 1 (5.56%) Visual Studio
General
1 6 (33.33%) Banking
2 5 (27.78%) Finance
3 3 (16.67%) Marketing
4 2 (11.11%) Investment Banking
5 1 (5.56%) Front Office
5 1 (5.56%) Games
Job Titles
1 14 (77.78%) Developer
2 4 (22.22%) C# Developer
2 4 (22.22%) Senior Developer
2 4 (22.22%) Software Developer
3 3 (16.67%) .NET Developer
3 3 (16.67%) C# .NET Developer
4 2 (11.11%) Big Data Developer
4 2 (11.11%) Data Scientist
4 2 (11.11%) Front End Developer (Client-Side Developer)
4 2 (11.11%) Senior Software Developer
5 1 (5.56%) Business Intelligence Developer
5 1 (5.56%) Delphi Software Engineer
5 1 (5.56%) Front End Web Developer (Client-Side Developer)
5 1 (5.56%) Insight Analyst
5 1 (5.56%) Marketing Analyst
5 1 (5.56%) Marketing Data Analyst
5 1 (5.56%) Senior Front-End Developer
5 1 (5.56%) Senior SQL Developer
5 1 (5.56%) Windows Engineer
5 1 (5.56%) WPF Developer
Libraries, Frameworks & Software Standards
1 9 (50.00%) HTML
2 8 (44.44%) HTML5
3 5 (27.78%) .NET
3 5 (27.78%) D3.js
4 4 (22.22%) WPF
5 3 (16.67%) CSS
5 3 (16.67%) DirectX
5 3 (16.67%) OpenGL
6 2 (11.11%) AngularJS
6 2 (11.11%) Backbone.js
6 2 (11.11%) CSS3
7 1 (5.56%) ASP.NET MVC 5
7 1 (5.56%) Boost C++ Libraries
7 1 (5.56%) HATEOAS
7 1 (5.56%) KnockoutJS
7 1 (5.56%) LESS
7 1 (5.56%) Razor View Engine
7 1 (5.56%) REST
7 1 (5.56%) Sass
7 1 (5.56%) WebSockets
Miscellaneous
1 18 (100.00%) Visualisation
2 4 (22.22%) Analytical Skills
3 3 (16.67%) Statistics
4 2 (11.11%) 3D Graphics
4 2 (11.11%) Equities
4 2 (11.11%) Fixed Income
4 2 (11.11%) Market Risk
5 1 (5.56%) Algorithms
5 1 (5.56%) Applied Mathematics
5 1 (5.56%) Computer Science
5 1 (5.56%) Data Protection Act
5 1 (5.56%) Informatics
5 1 (5.56%) Mathematics
5 1 (5.56%) Physics
5 1 (5.56%) User Experience
Operating Systems
1 1 (5.56%) Windows
Processes & Methodologies
1 8 (44.44%) Agile Software Development
2 6 (33.33%) Analytics
3 4 (22.22%) Multithreading
3 4 (22.22%) Regression Testing
4 3 (16.67%) Business Intelligence
4 3 (16.67%) Continuous Improvement
4 3 (16.67%) Data Analysis
4 3 (16.67%) Data Management
4 3 (16.67%) Multithreaded Programming
4 3 (16.67%) MVC
4 3 (16.67%) OO
4 3 (16.67%) Performance Tuning
4 3 (16.67%) Scrum
4 3 (16.67%) Software Engineering
4 3 (16.67%) Use Case
5 2 (11.11%) Data Analytics
5 2 (11.11%) ETL
5 2 (11.11%) Mentoring
5 2 (11.11%) SDLC
5 2 (11.11%) Statistical Modelling
Programming Languages
1 9 (50.00%) C#
2 8 (44.44%) Java
3 7 (38.89%) SQL
4 5 (27.78%) Python
5 4 (22.22%) C++
5 4 (22.22%) JavaScript
6 3 (16.67%) Scala
7 2 (11.11%) R
8 1 (5.56%) Delphi
8 1 (5.56%) T-SQL
8 1 (5.56%) TypeScript
8 1 (5.56%) VBA
8 1 (5.56%) XAML
Qualifications
1 4 (22.22%) Degree
Quality Assurance & Compliance
1 1 (5.56%) Actionable Recommendations
1 1 (5.56%) Data Quality
System Software
1 1 (5.56%) Firmware
Systems Management
1 2 (11.11%) Oozie
1 2 (11.11%) Rundeck
Vendors
1 4 (22.22%) Microsoft
2 3 (16.67%) Oracle
2 3 (16.67%) Tableau
3 1 (5.56%) Greenplum
3 1 (5.56%) Twitter
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