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 26 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Aug 2016
Same period 2015 Same period 2014
Visualisation
Rank 102 137 146
Rank change year-on-year
+35 +9
Permanent jobs citing Visualisation 56 29 36
As % of all permanent IT jobs located in Scotland 2.01% 0.89% 0.96%
As % of the Miscellaneous category 4.87% 2.16% 2.64%
Number of salaries quoted 23 23 29
Median salary £36,000 £47,500 £38,500
Median salary % change year-on-year
-24.21% +23.37%
90% offered a salary of more than £30,000 £38,500 £27,500
10% offered a salary of more than £54,500 £47,500 £70,000
UK excluding London median salary £45,000 £47,500 £40,000
% change year-on-year
-5.26% +18.75%
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
1151 1344 1363
As % of all permanent IT jobs located in Scotland 41.36% 41.08% 36.42%
Number of salaries quoted 600 824 890
Median salary £42,500 £40,000 £40,500
Median salary % change year-on-year
+6.25% -1.23%
90% offered a salary of more than £27,500 £27,500 £27,500
10% offered a salary of more than £62,500 £60,000 £60,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

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 26 August 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 26 August 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 +31 34 £31,000 -34.73%
Edinburgh +5 18 £45,000 -5.26% 1
West Lothian - 3 £35,000 -
Visualisation
UK

Visualisation
Top 30 Related IT Skills in Scotland

For the 6 months to 26 August 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 65 (56.52%) Analytics
2 62 (53.91%) Finance
3 52 (45.22%) HTML
3 52 (45.22%) Data Visualisation
4 50 (43.48%) Agile Software Development
5 48 (41.74%) Python
6 46 (40.00%) Java
6 46 (40.00%) Degree
7 43 (37.39%) SDLC
8 39 (33.91%) Business Intelligence
9 38 (33.04%) HTML5
10 37 (32.17%) Big Data
11 35 (30.43%) CSS
11 35 (30.43%) Windows
12 33 (28.70%) Tableau
13 30 (26.09%) Machine Learning
13 30 (26.09%) Linux
13 30 (26.09%) Unix
13 30 (26.09%) TDD
14 29 (25.22%) SAS
14 29 (25.22%) Configuration Management
14 29 (25.22%) Service Delivery
14 29 (25.22%) PaaS
14 29 (25.22%) Amazon EC2
14 29 (25.22%) Amazon S3
14 29 (25.22%) Microsoft Azure
14 29 (25.22%) Amazon AWS
14 29 (25.22%) IaaS
14 29 (25.22%) Software Distribution
14 29 (25.22%) Performance Monitoring

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 29 (25.22%) SAS
2 22 (19.13%) Apache Spark
Applications
1 14 (12.17%) Adobe Illustrator
1 14 (12.17%) InDesign
1 14 (12.17%) MS PowerPoint
1 14 (12.17%) Photoshop
1 14 (12.17%) SPSS
2 11 (9.57%) MS Excel
3 6 (5.22%) Stata
4 2 (1.74%) MS Office
Business Applications
1 4 (3.48%) Cognos Business Intelligence
2 2 (1.74%) Cognos TM1
Cloud Services
1 29 (25.22%) Amazon AWS
1 29 (25.22%) Amazon CloudWatch
1 29 (25.22%) Amazon EC2
1 29 (25.22%) Amazon S3
1 29 (25.22%) IaaS
1 29 (25.22%) Microsoft Azure
1 29 (25.22%) PaaS
Communications & Networking
1 4 (3.48%) Ethernet
2 3 (2.61%) SAN
3 2 (1.74%) Firewall
4 1 (0.87%) RS-232
Database & Business Intelligence
1 37 (32.17%) Big Data
2 23 (20.00%) SQL Server
3 20 (17.39%) NoSQL
4 18 (15.65%) Hadoop
5 15 (13.04%) Spotfire
6 12 (10.43%) Impala
6 12 (10.43%) Sqoop
7 11 (9.57%) QlikView
8 9 (7.83%) SQL Server Integration Services
9 6 (5.22%) Data Mining
9 6 (5.22%) MongoDB
9 6 (5.22%) PostgreSQL
10 5 (4.35%) BusinessObjects
10 5 (4.35%) SQL Server Reporting Services
11 4 (3.48%) Cognos Query Studio
11 4 (3.48%) Data Warehouse
11 4 (3.48%) KDB
11 4 (3.48%) Kdb+
12 2 (1.74%) Cognos Analysis Studio
12 2 (1.74%) Cognos Report Studio
Development Applications
1 13 (11.30%) Git (software)
2 12 (10.43%) Jenkins
2 12 (10.43%) JIRA
2 12 (10.43%) Subversion
3 4 (3.48%) Team Foundation Server
4 1 (0.87%) SQL Server Management Studio (SSMS)
General
1 62 (53.91%) Finance
2 19 (16.52%) Banking
3 12 (10.43%) Retail
4 8 (6.96%) Games
5 3 (2.61%) Marketing
6 2 (1.74%) Front Office
6 2 (1.74%) Investment Banking
7 1 (0.87%) Electronics
7 1 (0.87%) Law
Job Titles
1 42 (36.52%) Developer
2 20 (17.39%) Cloud Developer
3 14 (12.17%) Designer
3 14 (12.17%) Digital Designer
4 13 (11.30%) Data Manager
5 12 (10.43%) Analytics Manager
5 12 (10.43%) Big Data Developer
5 12 (10.43%) Business Intelligence Manager
5 12 (10.43%) Data Analytics Manager
6 10 (8.70%) Development Engineer
7 9 (7.83%) Cloud Engineer
7 9 (7.83%) Full Stack Developer
7 9 (7.83%) Monitoring Engineer
8 8 (6.96%) Analyst
8 8 (6.96%) Consultant
9 7 (6.09%) Senior Consultant
10 6 (5.22%) Data Scientist
10 6 (5.22%) Software Engineer
11 5 (4.35%) C# Developer
11 5 (4.35%) Data Consultant
Libraries, Frameworks & Software Standards
1 52 (45.22%) HTML
2 38 (33.04%) HTML5
3 35 (30.43%) CSS
4 20 (17.39%) CSS3
4 20 (17.39%) D3.js
4 20 (17.39%) jQuery
4 20 (17.39%) REST
5 14 (12.17%) Flash
6 5 (4.35%) .NET
6 5 (4.35%) WPF
7 4 (3.48%) MDX
8 1 (0.87%) Node.js
8 1 (0.87%) Silverlight
Miscellaneous
1 29 (25.22%) Hybrid Cloud
2 23 (20.00%) Analytical Skills
3 20 (17.39%) Virtual Team
4 16 (13.91%) User Experience
5 14 (12.17%) 3D Graphics
5 14 (12.17%) Animation
5 14 (12.17%) Augmented Reality
5 14 (12.17%) Psychology
6 12 (10.43%) Credit Risk
6 12 (10.43%) Market Risk
7 9 (7.83%) Mathematics
7 9 (7.83%) Statistics
8 7 (6.09%) Applied Mathematics
9 6 (5.22%) Computer Science
9 6 (5.22%) Informatics
10 5 (4.35%) Data Integration
11 3 (2.61%) Management Information System
12 2 (1.74%) Equities
12 2 (1.74%) Fixed Income
12 2 (1.74%) Security Operations Centre
Operating Systems
1 35 (30.43%) Windows
2 30 (26.09%) Linux
2 30 (26.09%) Unix
3 1 (0.87%) AIX
3 1 (0.87%) Solaris
Processes & Methodologies
1 65 (56.52%) Analytics
2 52 (45.22%) Data Visualisation
3 50 (43.48%) Agile Software Development
4 43 (37.39%) SDLC
5 39 (33.91%) Business Intelligence
6 30 (26.09%) Machine Learning
6 30 (26.09%) TDD
7 29 (25.22%) Configuration Management
7 29 (25.22%) Performance Monitoring
7 29 (25.22%) Service Delivery
7 29 (25.22%) Software Distribution
8 27 (23.48%) Software Engineering
9 22 (19.13%) Data Analytics
9 22 (19.13%) Data Management
10 21 (18.26%) BDD
10 21 (18.26%) Continuous Integration
11 20 (17.39%) DevOps
11 20 (17.39%) Microservices
11 20 (17.39%) SOA
12 18 (15.65%) OO
Programming Languages
1 48 (41.74%) Python
2 46 (40.00%) Java
3 24 (20.87%) SQL
4 18 (15.65%) Scala
5 16 (13.91%) JavaScript
6 11 (9.57%) C#
7 10 (8.70%) Perl
8 8 (6.96%) R
9 7 (6.09%) C++
10 6 (5.22%) Delphi
11 5 (4.35%) T-SQL
12 4 (3.48%) MATLAB
13 3 (2.61%) VBA
14 1 (0.87%) XAML
Qualifications
1 46 (40.00%) Degree
2 2 (1.74%) CEH
2 2 (1.74%) GIAC
2 2 (1.74%) SANS
3 1 (0.87%) PhD
Quality Assurance & Compliance
1 8 (6.96%) Data Quality
2 4 (3.48%) IAS 39
System Software
1 29 (25.22%) Docker
2 3 (2.61%) Firmware
Systems Management
1 29 (25.22%) Kubernetes
1 29 (25.22%) Mesos
2 12 (10.43%) Oozie
2 12 (10.43%) Rundeck
3 2 (1.74%) QRadar
Vendors
1 33 (28.70%) Tableau
2 26 (22.61%) Oracle
3 14 (12.17%) Adobe
4 11 (9.57%) Microsoft
5 6 (5.22%) Greenplum
6 4 (3.48%) Ab Initio
6 4 (3.48%) Cognos
6 4 (3.48%) Hyperion
6 4 (3.48%) Informatica
7 3 (2.61%) IBM
8 2 (1.74%) ArcSight
8 2 (1.74%) Cisco
8 2 (1.74%) Intel Security
8 2 (1.74%) LogRhythm
8 2 (1.74%) Remedy
9 1 (0.87%) Platfora
9 1 (0.87%) Teradata
Edinburgh, Midlothian
FPSG Connect
Salary: £33000 - £42000 per annum + Pension + Medical Cover
Posted: 3 days ago
Stirling, Stirlingshire
PRUDENTIAL
Posted: 11 days ago