Period
to 22 October 2018

The following table provides summary statistics for permanent job vacancies advertised in Gloucestershire with a requirement for Visualisation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Visualisation over the 6 months to 22 October 2018 with a comparison to the same period in the previous 2 years.

Visualization
South West > Gloucestershire
6 months to
22 Oct 2018
Same period 2017 Same period 2016
Rank 100 132 87
Rank change year-on-year +32 -45 +40
Permanent jobs citing Visualisation 37 6 75
As % of all permanent IT jobs advertised in Gloucestershire 2.25% 0.39% 3.47%
As % of the Processes & Methodologies category 2.41% 0.43% 3.79%
Number of salaries quoted 33 6 37
Gloucestershire median annual salary £47,500 £42,500 £55,000
Median salary % change year-on-year +11.76% -22.73% -
10th Percentile £32,500 £25,250 £38,250
90th Percentile £62,250 £61,250 £67,000
South West median annual salary £45,000 £45,000 £45,000

Visualisation is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Gloucestershire with a requirement for process or methodology skills.

All Process and Methodology Skills
Gloucestershire
Permanent vacancies with a requirement for process or methodology skills 1,535 1,398 1,978
As % of all permanent IT jobs advertised in Gloucestershire 93.14% 90.54% 91.53%
Number of salaries quoted 1,243 1,124 1,577
Gloucestershire median annual salary £47,500 £42,500 £42,500
Median salary % change year-on-year +11.76% - +3.66%
10th Percentile £26,250 £25,750 £26,250
90th Percentile £68,750 £62,500 £63,750
South West median annual salary £44,515 £42,500 £40,000
% change year-on-year +4.74% +6.25% -

Visualisation
Job Vacancy Trend in Gloucestershire

Job postings citing Visualisation as a percentage of all IT jobs advertised in Gloucestershire.

Job vacancy trend for Visualisation in Gloucestershire

Visualisation
Salary Trend in Gloucestershire

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

Salary trend for Visualisation in Gloucestershire

Visualisation
Salary Histogram in Gloucestershire

The salary distribution of IT jobs citing Visualisation in Gloucestershire over the 6 months to 22 October 2018.

Salary histogram for Visualisation in Gloucestershire

Visualisation
Job Locations in Gloucestershire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Visualisation within the Gloucestershire region over the 6 months to 22 October 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cheltenham +6 6 £46,250 +8.82%
Gloucester +8 3 £55,000 +29.41% 1
Cirencester - 1 £45,000 -
Visualisation
South West

For the 6 months to 22 October 2018, IT jobs citing Visualisation also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Gloucestershire region with a requirement for Visualisation.

1 28 (75.68%) Agile Software Development
2 25 (67.57%) Software Engineering
2 25 (67.57%) Security Cleared
3 24 (64.86%) C
4 22 (59.46%) Java
5 21 (56.76%) Python
6 20 (54.05%) C++
6 20 (54.05%) DV Cleared
7 19 (51.35%) Continuous Integration
7 19 (51.35%) Mentoring
8 18 (48.65%) Android
8 18 (48.65%) C#
8 18 (48.65%) JavaScript
8 18 (48.65%) Windows
8 18 (48.65%) Objective-C
9 17 (45.95%) HTML
9 17 (45.95%) Web Development
9 17 (45.95%) Big Data
10 15 (40.54%) Test Automation
11 14 (37.84%) Spring
12 13 (35.14%) SQL
12 13 (35.14%) Reverse Engineering
12 13 (35.14%) Cybersecurity
12 13 (35.14%) Coaching
12 13 (35.14%) Android Development
12 13 (35.14%) iOS Development
12 13 (35.14%) Mobile Development
13 12 (32.43%) Windows Phone
13 12 (32.43%) iPhone
13 12 (32.43%) SC Cleared

Visualisation
Co-occurring IT Skills in Gloucestershire 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 12 (32.43%) WebLogic
2 7 (18.92%) Apache Spark
2 7 (18.92%) Elasticsearch
3 5 (13.51%) Apache
3 5 (13.51%) GlassFish
3 5 (13.51%) Tomcat
4 1 (2.70%) SAS
Cloud Services
1 5 (13.51%) GitHub
2 1 (2.70%) Amazon AWS
Communications & Networking
1 10 (27.03%) HTTP
1 10 (27.03%) HTTPS
1 10 (27.03%) SSL
2 1 (2.70%) TCP/IP
Database & Business Intelligence
1 17 (45.95%) Big Data
2 6 (16.22%) Hadoop
3 3 (8.11%) MySQL
3 3 (8.11%) SQL Server
4 2 (5.41%) Data Warehouse
4 2 (5.41%) MongoDB
4 2 (5.41%) PostgreSQL
5 1 (2.70%) BusinessObjects
5 1 (2.70%) Enterprise Data Warehouse
5 1 (2.70%) Power BI
5 1 (2.70%) Qlik Sense
5 1 (2.70%) QlikView
5 1 (2.70%) SQL Server 2008
5 1 (2.70%) SQL Server 2016
5 1 (2.70%) SQL Server Reporting Services
Development Applications
1 8 (21.62%) Git (software)
2 5 (13.51%) Jenkins
2 5 (13.51%) Visual Studio
3 1 (2.70%) Atlassian Bamboo
3 1 (2.70%) Bitbucket
3 1 (2.70%) CodeSonar
3 1 (2.70%) git-flow
3 1 (2.70%) JIRA
3 1 (2.70%) Robot Framework
3 1 (2.70%) Selenium
General
1 10 (27.03%) Games
2 5 (13.51%) Finance
3 2 (5.41%) Military
4 1 (2.70%) Banking
4 1 (2.70%) Electronics
4 1 (2.70%) Manufacturing
4 1 (2.70%) Marketing
4 1 (2.70%) Telecoms
Job Titles
1 14 (37.84%) Software Engineer
2 10 (27.03%) Requirements Engineer
2 10 (27.03%) Systems Engineer
3 5 (13.51%) Developer
3 5 (13.51%) SC Cleared Software Engineer
3 5 (13.51%) Senior Software Engineer
4 4 (10.81%) Network Systems Engineer
4 4 (10.81%) Software Developer
4 4 (10.81%) Systems Test Engineer
4 4 (10.81%) Test Engineer
5 3 (8.11%) Consultant
5 3 (8.11%) Java Developer
5 3 (8.11%) Technical Consultant
6 2 (5.41%) Analyst
6 2 (5.41%) C++ Developer
6 2 (5.41%) C++ Software Developer
6 2 (5.41%) C++/Java Developer
6 2 (5.41%) Data Manager
6 2 (5.41%) Java Software Engineer
6 2 (5.41%) Security Engineer
Libraries, Frameworks & Software Standards
1 17 (45.95%) HTML
2 14 (37.84%) Spring
3 12 (32.43%) EJB
3 12 (32.43%) Hibernate
3 12 (32.43%) J2EE
3 12 (32.43%) XML
4 5 (13.51%) CSS
4 5 (13.51%) CSS3
4 5 (13.51%) HTML5
5 3 (8.11%) Node.js
6 2 (5.41%) Natural Language Processing
6 2 (5.41%) React
6 2 (5.41%) Redux
6 2 (5.41%) Spring Boot
7 1 (2.70%) .NET
7 1 (2.70%) ASP.NET
7 1 (2.70%) LAMP
7 1 (2.70%) RabbitMQ
7 1 (2.70%) SOAP
7 1 (2.70%) STL
Miscellaneous
1 12 (32.43%) iPhone
2 10 (27.03%) Analytical Skills
3 5 (13.51%) Social Media
4 3 (8.11%) Computer Science
4 3 (8.11%) Cybercrime
5 2 (5.41%) Algorithms
5 2 (5.41%) CUDA
5 2 (5.41%) Greenfield Project
5 2 (5.41%) Virtual Team
Operating Systems
1 18 (48.65%) Android
1 18 (48.65%) Windows
2 12 (32.43%) Windows Phone
3 6 (16.22%) Apple iOS
4 3 (8.11%) Linux
5 1 (2.70%) Mac OS X
Processes & Methodologies
1 28 (75.68%) Agile Software Development
2 25 (67.57%) Software Engineering
3 19 (51.35%) Continuous Integration
3 19 (51.35%) Mentoring
4 17 (45.95%) Web Development
5 15 (40.54%) Test Automation
6 13 (35.14%) Android Development
6 13 (35.14%) Coaching
6 13 (35.14%) Cybersecurity
6 13 (35.14%) iOS Development
6 13 (35.14%) Mobile Development
6 13 (35.14%) Reverse Engineering
7 10 (27.03%) Continuous Improvement
7 10 (27.03%) Machine Learning
7 10 (27.03%) MODAF
7 10 (27.03%) SysML
7 10 (27.03%) Test Strategy
7 10 (27.03%) TOGAF
7 10 (27.03%) UML
7 10 (27.03%) User Stories
Programming Languages
1 24 (64.86%) C
2 22 (59.46%) Java
3 21 (56.76%) Python
4 20 (54.05%) C++
5 18 (48.65%) C#
5 18 (48.65%) JavaScript
5 18 (48.65%) Objective-C
6 13 (35.14%) SQL
7 5 (13.51%) Apple Swift
8 2 (5.41%) Java 8
Qualifications
1 25 (67.57%) Security Cleared
2 20 (54.05%) DV Cleared
3 12 (32.43%) SC Cleared
4 5 (13.51%) Degree
5 1 (2.70%) Master's Degree
Quality Assurance & Compliance
1 1 (2.70%) Data Quality
1 1 (2.70%) GDPR
System Software
1 8 (21.62%) Docker
2 1 (2.70%) vSphere
Systems Management
1 5 (13.51%) Opscode Chef
2 3 (8.11%) Salt
3 2 (5.41%) Ansible
3 2 (5.41%) Kubernetes
4 1 (2.70%) Puppet
Vendors
1 10 (27.03%) Atlassian
1 10 (27.03%) Cisco
2 2 (5.41%) SAP
2 2 (5.41%) Tableau
3 1 (2.70%) Microsoft