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 29 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Jun 2016
Same period 2015 Same period 2014
Visualisation
Rank 86 137 143
Rank change year-on-year
+51 +6
Permanent jobs citing Visualisation 73 29 32
As % of all permanent IT jobs located in Scotland 2.55% 0.92% 0.86%
As % of the Miscellaneous category 5.96% 2.34% 2.57%
Number of salaries quoted 30 18 20
Median salary £50,500 £40,500 £38,500
Median salary % change year-on-year
+24.69% +5.19%
90% offered a salary of more than £30,000 £37,500 £26,800
10% offered a salary of more than £77,000 £53,000 £70,000
UK excluding London median salary £45,000 £42,500 £45,000
% change year-on-year
+5.88% -5.55%
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
1225 1238 1245
As % of all permanent IT jobs located in Scotland 42.82% 39.18% 33.29%
Number of salaries quoted 567 758 815
Median salary £42,500 £42,000 £42,000
Median salary % change year-on-year
+1.19% -
90% offered a salary of more than £26,500 £28,000 £27,100
10% offered a salary of more than £70,000 £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 29 June 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 29 June 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 46 £30,000 -25.00% 1
Edinburgh +8 24 £74,000 +92.20% 8
West Lothian +5 2 £35,000 -33.33%
Visualisation
UK

Visualisation
Top 30 Related IT Skills in Scotland

For the 6 months to 29 June 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 59 (50.00%) Analytics
2 56 (47.46%) Agile Software Development
3 50 (42.37%) HTML
4 46 (38.98%) Business Intelligence
4 46 (38.98%) Finance
5 44 (37.29%) Degree
6 42 (35.59%) CSS
6 42 (35.59%) Python
7 38 (32.20%) Data Visualisation
8 37 (31.36%) Java
9 36 (30.51%) SDLC
10 33 (27.97%) Service Delivery
11 32 (27.12%) HTML5
11 32 (27.12%) Big Data
12 31 (26.27%) Windows
13 29 (24.58%) Linux
13 29 (24.58%) Unix
13 29 (24.58%) Machine Learning
14 28 (23.73%) PaaS
14 28 (23.73%) Amazon EC2
14 28 (23.73%) Amazon S3
14 28 (23.73%) Microsoft Azure
14 28 (23.73%) Amazon AWS
14 28 (23.73%) Amazon CloudWatch
14 28 (23.73%) Kubernetes
14 28 (23.73%) Hybrid Cloud
14 28 (23.73%) IaaS
14 28 (23.73%) Software Distribution
14 28 (23.73%) Performance Monitoring
14 28 (23.73%) Docker

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 28 (23.73%) SAS
2 12 (10.17%) Apache Spark
3 1 (0.85%) SharePoint
3 1 (0.85%) SharePoint 2010
3 1 (0.85%) SharePoint 2013
Applications
1 18 (15.25%) Adobe Illustrator
1 18 (15.25%) InDesign
1 18 (15.25%) MS PowerPoint
1 18 (15.25%) Photoshop
2 14 (11.86%) SPSS
3 8 (6.78%) MS Excel
4 5 (4.24%) Stata
5 1 (0.85%) MS Office
Cloud Services
1 28 (23.73%) Amazon AWS
1 28 (23.73%) Amazon CloudWatch
1 28 (23.73%) Amazon EC2
1 28 (23.73%) Amazon S3
1 28 (23.73%) IaaS
1 28 (23.73%) Microsoft Azure
1 28 (23.73%) PaaS
2 1 (0.85%) Google Analytics
Communications & Networking
1 3 (2.54%) SAN
2 2 (1.69%) Firewall
3 1 (0.85%) Ethernet
Database & Business Intelligence
1 32 (27.12%) Big Data
2 25 (21.19%) QlikView
3 20 (16.95%) SQL Server Integration Services
3 20 (16.95%) SQL Server Reporting Services
4 19 (16.10%) NoSQL
4 19 (16.10%) SQL Server
5 18 (15.25%) Data Warehouse
6 17 (14.41%) BusinessObjects
7 16 (13.56%) SQL Server Analysis Services
8 12 (10.17%) Hadoop
9 10 (8.47%) Spotfire
10 7 (5.93%) Impala
10 7 (5.93%) Sqoop
11 6 (5.08%) Data Mining
12 5 (4.24%) MongoDB
12 5 (4.24%) PostgreSQL
13 1 (0.85%) OLAP Cube
13 1 (0.85%) Oracle BI EE
13 1 (0.85%) Pentaho
13 1 (0.85%) Qlik Sense
Development Applications
1 12 (10.17%) Talend Open Studio
2 9 (7.63%) Git (software)
3 7 (5.93%) Jenkins
3 7 (5.93%) JIRA
3 7 (5.93%) Subversion
4 2 (1.69%) SQL Server Management Studio (SSMS)
General
1 46 (38.98%) Finance
2 14 (11.86%) Banking
3 13 (11.02%) Retail
4 6 (5.08%) Games
5 3 (2.54%) Marketing
Job Titles
1 50 (42.37%) Developer
2 21 (17.80%) Business Intelligence Developer
3 19 (16.10%) Cloud Developer
3 19 (16.10%) Consultant
4 18 (15.25%) Designer
4 18 (15.25%) Digital Designer
5 13 (11.02%) Business Intelligence Consultant
5 13 (11.02%) Data Manager
6 12 (10.17%) Analytics Manager
6 12 (10.17%) Business Intelligence Manager
6 12 (10.17%) Data Analytics Manager
7 10 (8.47%) Development Engineer
8 9 (7.63%) Cloud Engineer
8 9 (7.63%) Full Stack Developer
8 9 (7.63%) Monitoring Engineer
9 8 (6.78%) Analyst
10 7 (5.93%) Big Data Developer
11 6 (5.08%) Senior Consultant
12 5 (4.24%) Data Scientist
12 5 (4.24%) Software Engineer
Libraries, Frameworks & Software Standards
1 50 (42.37%) HTML
2 42 (35.59%) CSS
3 32 (27.12%) HTML5
4 19 (16.10%) CSS3
4 19 (16.10%) jQuery
4 19 (16.10%) REST
5 18 (15.25%) Flash
6 15 (12.71%) D3.js
7 3 (2.54%) .NET
7 3 (2.54%) WebGL
8 2 (1.69%) AngularJS
8 2 (1.69%) Backbone.js
8 2 (1.69%) React
9 1 (0.85%) MDX
9 1 (0.85%) Node.js
9 1 (0.85%) OpenGL
9 1 (0.85%) VTK
Miscellaneous
1 28 (23.73%) Hybrid Cloud
2 20 (16.95%) User Experience
3 19 (16.10%) Virtual Team
4 18 (15.25%) 3D Graphics
4 18 (15.25%) Analytical Skills
4 18 (15.25%) Animation
4 18 (15.25%) Augmented Reality
4 18 (15.25%) Psychology
5 13 (11.02%) Credit Risk
6 9 (7.63%) Computer Science
7 8 (6.78%) Statistics
8 7 (5.93%) Market Risk
8 7 (5.93%) Mathematics
9 6 (5.08%) Applied Mathematics
10 5 (4.24%) Informatics
11 2 (1.69%) Data Integration
11 2 (1.69%) Security Operations Centre
12 1 (0.85%) Data Structures
12 1 (0.85%) Mobile Banking
12 1 (0.85%) Social Media
Operating Systems
1 31 (26.27%) Windows
2 29 (24.58%) Linux
2 29 (24.58%) Unix
3 1 (0.85%) AIX
3 1 (0.85%) Solaris
Processes & Methodologies
1 59 (50.00%) Analytics
2 56 (47.46%) Agile Software Development
3 46 (38.98%) Business Intelligence
4 38 (32.20%) Data Visualisation
5 36 (30.51%) SDLC
6 33 (27.97%) Service Delivery
7 29 (24.58%) Machine Learning
8 28 (23.73%) Configuration Management
8 28 (23.73%) Performance Monitoring
8 28 (23.73%) Software Distribution
8 28 (23.73%) TDD
9 27 (22.88%) Data Management
10 24 (20.34%) Software Engineering
11 20 (16.95%) DevOps
11 20 (16.95%) Prototyping
12 19 (16.10%) BDD
12 19 (16.10%) Microservices
12 19 (16.10%) SOA
13 18 (15.25%) Data Modelling
13 18 (15.25%) Data Protection
Programming Languages
1 42 (35.59%) Python
2 37 (31.36%) Java
3 24 (20.34%) JavaScript
4 15 (12.71%) SQL
5 12 (10.17%) Scala
6 10 (8.47%) Perl
7 7 (5.93%) R
8 5 (4.24%) C++
9 4 (3.39%) C#
10 3 (2.54%) Delphi
10 3 (2.54%) VBA
11 2 (1.69%) MATLAB
11 2 (1.69%) T-SQL
Qualifications
1 44 (37.29%) Degree
2 12 (10.17%) PRINCE2 Practitioner
2 12 (10.17%) Security Cleared
3 2 (1.69%) CEH
3 2 (1.69%) GIAC
3 2 (1.69%) SANS
4 1 (0.85%) PhD
Quality Assurance & Compliance
1 12 (10.17%) Data Quality
2 4 (3.39%) IAS 39
System Software
1 28 (23.73%) Docker
2 1 (0.85%) Firmware
Systems Management
1 28 (23.73%) Kubernetes
1 28 (23.73%) Mesos
2 7 (5.93%) Oozie
2 7 (5.93%) Rundeck
3 2 (1.69%) QRadar
Vendors
1 21 (17.80%) Tableau
2 20 (16.95%) Oracle
3 19 (16.10%) Adobe
4 12 (10.17%) Cognos
4 12 (10.17%) Talend
5 9 (7.63%) Microsoft
6 5 (4.24%) Greenplum
7 4 (3.39%) Ab Initio
7 4 (3.39%) Hyperion
7 4 (3.39%) Informatica
8 2 (1.69%) ArcSight
8 2 (1.69%) Cisco
8 2 (1.69%) Intel Security
8 2 (1.69%) LogRhythm
8 2 (1.69%) Remedy
9 1 (0.85%) Birst
9 1 (0.85%) Facebook
9 1 (0.85%) Jaspersoft
9 1 (0.85%) Platfora
9 1 (0.85%) Twitter
Edinburgh, Midlothian
Oliver James Associates
Salary: £70000 - £90000 per annum + Car, PMI, Flexible benefits, bonus
Posted: Yesterday
Edinburgh, Midlothian
Harvey Nash plc
Posted: Yesterday
Edinburgh & Lothians
ANSON MCCADE
Salary: £45k - £60k plus attractive benefits
Posted: 2 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £47k-£62k plus attractive benefits, 30 days holiday and extensive care
Posted: 2 days ago
Edinburgh, Midlothian
Harvey Nash plc
Posted: 6 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £45k - £58k plus attractive benefits
Posted: 5 days ago
Edinburgh, Midlothian
Net Talent
Salary: Company benefits package
Posted: 6 days ago
Edinburgh, Midlothian
ISL
Salary: £38000.00 - £45000.00 per annum + Benefits
Posted: 5 days ago
Glasgow, Lanarkshire
Capita Resourcing - IT Resourcing
Salary: £25000 - £35000 per annum + benefits
Posted: 6 days ago