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

3 months to
25 Sep 2016
Same period 2015 Same period 2014
Data Visualization
Rank 125 163 167
Rank change year-on-year
+38 +4
Permanent jobs citing Data Visualisation 21 8 7
As % of all permanent IT jobs located in Scotland 0.84% 0.24% 0.19%
As % of the Processes & Methodologies category 0.94% 0.27% 0.23%
Number of salaries quoted 8 7 7
Median salary £40,750 £47,500 £34,500
Median salary % change year-on-year
-14.21% +37.68%
90% offered a salary of more than £35,250 £44,000 £31,100
10% offered a salary of more than £55,000 £66,000 £41,400
UK excluding London median salary £47,500 £46,313 £40,000
% change year-on-year
+2.56% +15.78%
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
2233 3013 3097
As % of all permanent IT jobs located in Scotland 89.79% 90.89% 85.96%
Number of salaries quoted 1384 1895 1989
Median salary £45,000 £45,000 £41,500
Median salary % change year-on-year
- +8.43%
90% offered a salary of more than £30,400 £32,000 £30,000
10% offered a salary of more than £65,000 £60,000 £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
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Data Visualisation across the Scotland region over the 3 months to 25 September 2016.

Data Visualisation Salary Histogram 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 25 September 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 +22 13 £55,000 +15.78%
Edinburgh +21 7 £40,750 -54.72% 2
West Lothian - 1 £40,000 -
Data Visualisation
UK

Data Visualisation
Top 30 Related IT Skills in Scotland

For the 6 months to 25 September 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 48 (100.00%) Visualisation
2 30 (62.50%) Business Intelligence
3 27 (56.25%) Big Data
4 24 (50.00%) Analytics
4 24 (50.00%) Oracle
5 22 (45.83%) Finance
6 21 (43.75%) SAS
6 21 (43.75%) Tableau
7 18 (37.50%) Agile Software Development
7 18 (37.50%) HTML
7 18 (37.50%) Java
7 18 (37.50%) OO
7 18 (37.50%) HTML5
8 17 (35.42%) SQL Server
8 17 (35.42%) Data Analytics
8 17 (35.42%) Analytical Skills
9 16 (33.33%) SQL
9 16 (33.33%) Python
9 16 (33.33%) Banking
9 16 (33.33%) D3.js
9 16 (33.33%) Data Management
10 15 (31.25%) Scala
10 15 (31.25%) Hadoop
10 15 (31.25%) Apache Spark
11 14 (29.17%) Data Modelling
11 14 (29.17%) SPSS
12 13 (27.08%) Regression Testing
12 13 (27.08%) Git (software)
12 13 (27.08%) Subversion
12 13 (27.08%) Data 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 21 (43.75%) SAS
2 15 (31.25%) Apache Spark
Applications
1 14 (29.17%) SPSS
2 6 (12.50%) MS Excel
3 3 (6.25%) Stata
Business Applications
1 2 (4.17%) Cognos Business Intelligence
1 2 (4.17%) Cognos TM1
Communications & Networking
1 4 (8.33%) Ethernet
2 1 (2.08%) RS-232
2 1 (2.08%) SMS
Database & Business Intelligence
1 27 (56.25%) Big Data
2 17 (35.42%) SQL Server
3 15 (31.25%) Hadoop
4 12 (25.00%) Impala
4 12 (25.00%) Spotfire
4 12 (25.00%) Sqoop
5 6 (12.50%) SQL Server Integration Services
6 4 (8.33%) BusinessObjects
6 4 (8.33%) Data Mining
6 4 (8.33%) KDB
6 4 (8.33%) Kdb+
6 4 (8.33%) QlikView
6 4 (8.33%) SQL Server Reporting Services
7 3 (6.25%) MongoDB
7 3 (6.25%) PostgreSQL
8 2 (4.17%) ActiveReports
8 2 (4.17%) Cognos Analysis Studio
8 2 (4.17%) Cognos Framework Manager
8 2 (4.17%) Cognos Query Studio
8 2 (4.17%) Cognos Report Studio
Development Applications
1 13 (27.08%) Git (software)
1 13 (27.08%) Subversion
2 12 (25.00%) Jenkins
2 12 (25.00%) JIRA
3 2 (4.17%) Team Foundation Server
General
1 22 (45.83%) Finance
2 16 (33.33%) Banking
3 12 (25.00%) Retail
4 3 (6.25%) Games
4 3 (6.25%) Marketing
5 2 (4.17%) Front Office
5 2 (4.17%) Investment Banking
6 1 (2.08%) Electronics
6 1 (2.08%) Law
Job Titles
1 20 (41.67%) Developer
2 12 (25.00%) Analytics Manager
2 12 (25.00%) Big Data Developer
2 12 (25.00%) Business Intelligence Manager
2 12 (25.00%) Data Analytics Manager
2 12 (25.00%) Data Manager
3 6 (12.50%) Software Engineer
4 5 (10.42%) C# Developer
5 4 (8.33%) C# Software Engineer
5 4 (8.33%) C++ Software Engineer
5 4 (8.33%) Consultant
5 4 (8.33%) Delphi Software Engineer
5 4 (8.33%) Senior Consultant
6 3 (6.25%) .NET Developer
6 3 (6.25%) Data Consultant
6 3 (6.25%) Data Scientist
6 3 (6.25%) Senior Strategy Consultant
6 3 (6.25%) Strategy Consultant
6 3 (6.25%) UI Engineer
6 3 (6.25%) Windows Engineer
Libraries, Frameworks & Software Standards
1 18 (37.50%) HTML
1 18 (37.50%) HTML5
2 16 (33.33%) D3.js
3 5 (10.42%) .NET
3 5 (10.42%) WPF
4 2 (4.17%) MDX
5 1 (2.08%) CSS
5 1 (2.08%) DirectX
5 1 (2.08%) Node.js
5 1 (2.08%) OpenGL
5 1 (2.08%) Silverlight
Miscellaneous
1 48 (100.00%) Visualisation
2 17 (35.42%) Analytical Skills
3 12 (25.00%) Credit Risk
3 12 (25.00%) Market Risk
4 5 (10.42%) Statistics
5 3 (6.25%) Applied Mathematics
5 3 (6.25%) Computer Science
5 3 (6.25%) Informatics
5 3 (6.25%) Mathematics
6 2 (4.17%) Equities
6 2 (4.17%) Fixed Income
6 2 (4.17%) Management Information System
7 1 (2.08%) 3D Graphics
7 1 (2.08%) Embedded Systems
7 1 (2.08%) Field-Programmable Gate Array
7 1 (2.08%) User Experience
Operating Systems
1 4 (8.33%) Windows
Processes & Methodologies
1 30 (62.50%) Business Intelligence
2 24 (50.00%) Analytics
3 18 (37.50%) Agile Software Development
3 18 (37.50%) OO
4 17 (35.42%) Data Analytics
5 16 (33.33%) Data Management
6 14 (29.17%) Data Modelling
7 13 (27.08%) Data Analysis
7 13 (27.08%) Regression Testing
7 13 (27.08%) SDLC
8 12 (25.00%) Business Development
8 12 (25.00%) Continuous Integration
8 12 (25.00%) Scrum
8 12 (25.00%) Trend Analysis
8 12 (25.00%) Workflow
9 7 (14.58%) Software Engineering
10 6 (12.50%) Numerical Analysis
10 6 (12.50%) OOD
11 5 (10.42%) Business Analysis
11 5 (10.42%) Multithreading
Programming Languages
1 18 (37.50%) Java
2 16 (33.33%) Python
2 16 (33.33%) SQL
3 15 (31.25%) Scala
4 12 (25.00%) C#
5 7 (14.58%) C++
6 6 (12.50%) Delphi
7 4 (8.33%) R
8 2 (4.17%) JavaScript
8 2 (4.17%) T-SQL
9 1 (2.08%) XAML
Qualifications
1 12 (25.00%) Degree
Quality Assurance & Compliance
1 4 (8.33%) IAS 39
2 2 (4.17%) Data Quality
System Software
1 3 (6.25%) Firmware
Systems Management
1 12 (25.00%) Oozie
1 12 (25.00%) Rundeck
Vendors
1 24 (50.00%) Oracle
2 21 (43.75%) Tableau
3 8 (16.67%) Microsoft
4 4 (8.33%) Ab Initio
4 4 (8.33%) Hyperion
4 4 (8.33%) Informatica
5 3 (6.25%) Greenplum
6 2 (4.17%) Cognos
6 2 (4.17%) IBM
Edinburgh, Midlothian
FPSG Connect
Salary: Pension + Medical Cover
Posted: 2 days ago
Edinburgh, Midlothian
Harvey Nash plc
Posted: 4 days ago