The table below looks at the prevalence of the term Visualisation in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited 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
Visualisation
Rank 102 143 142
Rank change year-on-year
+41 -1
Permanent jobs citing Visualisation 44 28 32
As % of all permanent IT jobs located in Scotland 1.77% 0.84% 0.89%
As % of the Miscellaneous category 4.60% 2.01% 2.35%
Number of salaries quoted 20 22 30
Median salary £36,750 £47,500 £38,500
Median salary % change year-on-year
-22.63% +23.37%
90% offered a salary of more than £30,000 £39,250 £29,750
10% offered a salary of more than £55,000 £48,250 £70,000
UK excluding London median salary £45,000 £47,500 £37,500
% change year-on-year
-5.26% +26.66%
Visualisation
UK

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

Miscellaneous Category
Scotland
Permanent IT job ads with a match in the
Miscellaneous category
957 1393 1361
As % of all permanent IT jobs located in Scotland 38.48% 42.02% 37.77%
Number of salaries quoted 545 823 877
Median salary £40,000 £40,500 £40,000
Median salary % change year-on-year
-1.23% +1.25%
90% offered a salary of more than £27,500 £27,831 £29,000
10% offered a salary of more than £60,000 £60,000 £62,500
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

Visualisation
Jobs Demand Trend in Scotland

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

Visualisation Jobs Demand Trend in Scotland

Visualisation
Salary Trend in Scotland

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

Visualisation Salary Trend in Scotland

Visualisation
Salary Histogram in Scotland

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

Visualisation Salary Histogram in Scotland

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 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 +26 28 £33,000 -30.52% 1
Edinburgh +13 14 £40,750 -14.21% 2
West Lothian - 1 £40,000 -
Visualisation
UK

Visualisation
Top 30 Related IT Skills in Scotland

For the 6 months to 25 September 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 Scotland region with a requirement for Visualisation.

1 66 (57.89%) Analytics
2 65 (57.02%) Finance
3 50 (43.86%) HTML
4 48 (42.11%) Agile Software Development
4 48 (42.11%) Data Visualisation
5 47 (41.23%) Java
6 44 (38.60%) Degree
7 43 (37.72%) Python
8 42 (36.84%) SDLC
9 40 (35.09%) Business Intelligence
10 38 (33.33%) HTML5
11 35 (30.70%) Big Data
12 33 (28.95%) Windows
12 33 (28.95%) CSS
13 32 (28.07%) Linux
14 31 (27.19%) Amazon AWS
15 30 (26.32%) Machine Learning
15 30 (26.32%) Tableau
15 30 (26.32%) Unix
15 30 (26.32%) TDD
16 29 (25.44%) Configuration Management
16 29 (25.44%) Service Delivery
16 29 (25.44%) IaaS
16 29 (25.44%) Software Distribution
16 29 (25.44%) Performance Monitoring
16 29 (25.44%) Amazon CloudWatch
16 29 (25.44%) Kubernetes
16 29 (25.44%) Hybrid Cloud
16 29 (25.44%) Docker
16 29 (25.44%) Mesos

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 27 (23.68%) SAS
2 19 (16.67%) Apache Spark
3 2 (1.75%) SharePoint
Applications
1 15 (13.16%) SPSS
2 12 (10.53%) Adobe Illustrator
2 12 (10.53%) InDesign
2 12 (10.53%) MS PowerPoint
2 12 (10.53%) Photoshop
3 9 (7.89%) MS Excel
4 3 (2.63%) Stata
5 2 (1.75%) MS Office
Business Applications
1 4 (3.51%) Cognos Business Intelligence
2 2 (1.75%) Cognos TM1
Cloud Services
1 31 (27.19%) Amazon AWS
2 29 (25.44%) Amazon CloudWatch
2 29 (25.44%) Amazon EC2
2 29 (25.44%) Amazon S3
2 29 (25.44%) IaaS
2 29 (25.44%) Microsoft Azure
2 29 (25.44%) PaaS
3 2 (1.75%) GitHub
Communications & Networking
1 4 (3.51%) Ethernet
2 1 (0.88%) RS-232
2 1 (0.88%) SAN
2 1 (0.88%) SMS
Database & Business Intelligence
1 35 (30.70%) Big Data
2 21 (18.42%) NoSQL
2 21 (18.42%) SQL Server
3 15 (13.16%) Hadoop
3 15 (13.16%) Spotfire
4 12 (10.53%) Impala
4 12 (10.53%) Sqoop
5 11 (9.65%) QlikView
6 8 (7.02%) Data Warehouse
6 8 (7.02%) SQL Server Integration Services
7 6 (5.26%) Data Mining
8 5 (4.39%) BusinessObjects
9 4 (3.51%) Cognos Query Studio
9 4 (3.51%) KDB
9 4 (3.51%) Kdb+
9 4 (3.51%) SQL Server Reporting Services
10 3 (2.63%) MongoDB
10 3 (2.63%) PostgreSQL
11 2 (1.75%) ActiveReports
11 2 (1.75%) SAP Data Services
Development Applications
1 17 (14.91%) Git (software)
2 15 (13.16%) Subversion
3 12 (10.53%) Jenkins
3 12 (10.53%) JIRA
4 4 (3.51%) Team Foundation Server
5 2 (1.75%) Visual Studio
General
1 65 (57.02%) Finance
2 20 (17.54%) Banking
3 12 (10.53%) Retail
4 7 (6.14%) Games
5 5 (4.39%) Marketing
6 2 (1.75%) Front Office
6 2 (1.75%) Investment Banking
7 1 (0.88%) Electronics
7 1 (0.88%) Law
Job Titles
1 44 (38.60%) Developer
2 20 (17.54%) Cloud Developer
3 13 (11.40%) Analytics Manager
3 13 (11.40%) Business Intelligence Manager
3 13 (11.40%) Data Manager
3 13 (11.40%) Designer
4 12 (10.53%) Big Data Developer
4 12 (10.53%) Data Analytics Manager
4 12 (10.53%) Digital Designer
5 10 (8.77%) Development Engineer
6 9 (7.89%) Cloud Engineer
6 9 (7.89%) Full Stack Developer
6 9 (7.89%) Monitoring Engineer
7 8 (7.02%) Consultant
8 7 (6.14%) Analyst
8 7 (6.14%) Senior Consultant
9 6 (5.26%) Software Engineer
10 5 (4.39%) C# Developer
10 5 (4.39%) Data Consultant
11 4 (3.51%) C++ Software Engineer
Libraries, Frameworks & Software Standards
1 50 (43.86%) HTML
2 38 (33.33%) HTML5
3 33 (28.95%) CSS
4 20 (17.54%) CSS3
4 20 (17.54%) jQuery
4 20 (17.54%) REST
5 17 (14.91%) D3.js
6 12 (10.53%) Flash
7 5 (4.39%) .NET
7 5 (4.39%) WPF
8 4 (3.51%) MDX
9 2 (1.75%) Unity (Game Engine)
9 2 (1.75%) Unreal Engine
9 2 (1.75%) Web Services
10 1 (0.88%) DirectX
10 1 (0.88%) Node.js
10 1 (0.88%) OpenGL
10 1 (0.88%) Silverlight
Miscellaneous
1 29 (25.44%) Hybrid Cloud
2 22 (19.30%) Analytical Skills
3 20 (17.54%) Virtual Team
4 14 (12.28%) Augmented Reality
4 14 (12.28%) User Experience
5 13 (11.40%) 3D Graphics
6 12 (10.53%) Animation
6 12 (10.53%) Credit Risk
6 12 (10.53%) Market Risk
6 12 (10.53%) Psychology
7 7 (6.14%) Data Integration
7 7 (6.14%) Statistics
8 6 (5.26%) Mathematics
9 4 (3.51%) Applied Mathematics
9 4 (3.51%) Computer Science
9 4 (3.51%) Management Information System
10 3 (2.63%) Informatics
11 2 (1.75%) Equities
11 2 (1.75%) Fixed Income
11 2 (1.75%) Mobile App
Operating Systems
1 33 (28.95%) Windows
2 32 (28.07%) Linux
3 30 (26.32%) Unix
4 2 (1.75%) Android
4 2 (1.75%) Apple iOS
5 1 (0.88%) AIX
5 1 (0.88%) Solaris
Processes & Methodologies
1 66 (57.89%) Analytics
2 48 (42.11%) Agile Software Development
2 48 (42.11%) Data Visualisation
3 42 (36.84%) SDLC
4 40 (35.09%) Business Intelligence
5 30 (26.32%) Machine Learning
5 30 (26.32%) TDD
6 29 (25.44%) Configuration Management
6 29 (25.44%) Performance Monitoring
6 29 (25.44%) Service Delivery
6 29 (25.44%) Software Distribution
7 28 (24.56%) Software Engineering
8 24 (21.05%) Data Analytics
9 23 (20.18%) Data Management
10 21 (18.42%) BDD
10 21 (18.42%) Continuous Integration
10 21 (18.42%) SOA
11 20 (17.54%) DevOps
11 20 (17.54%) Microservices
12 18 (15.79%) OO
Programming Languages
1 47 (41.23%) Java
2 43 (37.72%) Python
3 23 (20.18%) SQL
4 15 (13.16%) Scala
5 14 (12.28%) C#
5 14 (12.28%) JavaScript
6 10 (8.77%) C++
6 10 (8.77%) Perl
7 6 (5.26%) Delphi
8 5 (4.39%) R
9 4 (3.51%) MATLAB
9 4 (3.51%) T-SQL
10 3 (2.63%) VBA
11 1 (0.88%) XAML
Qualifications
1 44 (38.60%) Degree
2 1 (0.88%) PhD
Quality Assurance & Compliance
1 8 (7.02%) Data Quality
2 4 (3.51%) IAS 39
System Software
1 29 (25.44%) Docker
2 3 (2.63%) Firmware
Systems Management
1 29 (25.44%) Kubernetes
1 29 (25.44%) Mesos
2 12 (10.53%) Oozie
2 12 (10.53%) Rundeck
Vendors
1 30 (26.32%) Tableau
2 26 (22.81%) Oracle
3 12 (10.53%) Adobe
4 10 (8.77%) Microsoft
5 4 (3.51%) Ab Initio
5 4 (3.51%) Cognos
5 4 (3.51%) Hyperion
5 4 (3.51%) Informatica
6 3 (2.63%) Greenplum
6 3 (2.63%) IBM
7 2 (1.75%) MicroStrategy
8 1 (0.88%) Platfora
8 1 (0.88%) SAP
8 1 (0.88%) Teradata
Edinburgh, Midlothian
FPSG Connect
Salary: Pension + Medical Cover
Posted: 2 days ago
Edinburgh, Midlothian
Harvey Nash plc
Posted: 4 days ago
Glasgow, Lanarkshire
Capita Resourcing - IT Resourcing
Salary: £20000 - £40000 per annum + benefits
Posted: 3 days ago