Period
to 11 December 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 11 December 2018 with a comparison to the same period in the previous 2 years.

Visualization
South West > Gloucestershire
6 months to
11 Dec 2018
Same period 2017 Same period 2016
Rank 79 117 100
Rank change year-on-year +38 -17 +20
Permanent jobs citing Visualisation 41 20 64
As % of all permanent IT jobs advertised in Gloucestershire 2.72% 1.38% 2.86%
As % of the Processes & Methodologies category 2.97% 1.53% 3.08%
Number of salaries quoted 25 17 31
Gloucestershire median annual salary £50,000 £42,500 £55,000
Median salary % change year-on-year +17.65% -22.73% -
10th Percentile £36,000 £20,500 £37,500
90th Percentile £62,000 £62,000 £66,250
South West median annual salary £45,000 £43,875 £46,250
% change year-on-year +2.56% -5.14% +2.78%

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 1,380 1,311 2,076
As % of all permanent IT jobs advertised in Gloucestershire 91.51% 90.23% 92.84%
Number of salaries quoted 1,051 1,071 1,709
Gloucestershire median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% +2.41%
10th Percentile £26,250 £25,500 £26,250
90th Percentile £67,500 £62,500 £62,500
South West median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +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 11 December 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 11 December 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
Gloucester +6 12 £50,000 +57.48% 2
Cheltenham +10 11 £55,000 +10.00% 3
Visualisation
South West

For the 6 months to 11 December 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 26 (63.41%) Agile Software Development
2 25 (60.98%) Software Engineering
2 25 (60.98%) Security Cleared
3 23 (56.10%) Java
3 23 (56.10%) Python
4 20 (48.78%) DV Cleared
4 20 (48.78%) Cybersecurity
5 19 (46.34%) Big Data
6 18 (43.90%) Continuous Integration
6 18 (43.90%) C
6 18 (43.90%) C++
7 17 (41.46%) C#
7 17 (41.46%) JavaScript
7 17 (41.46%) Windows
7 17 (41.46%) Objective-C
7 17 (41.46%) Android
7 17 (41.46%) Machine Learning
8 16 (39.02%) Mentoring
8 16 (39.02%) Data Science
9 15 (36.59%) HTML
9 15 (36.59%) Web Development
9 15 (36.59%) Data Analysis
10 14 (34.15%) SC Cleared
10 14 (34.15%) SQL
11 13 (31.71%) Analytical Skills
11 13 (31.71%) Apache Spark
11 13 (31.71%) Test Automation
12 12 (29.27%) Android Development
12 12 (29.27%) iOS Development
12 12 (29.27%) Analytics

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 13 (31.71%) Apache Spark
2 10 (24.39%) WebLogic
3 6 (14.63%) Elasticsearch
4 5 (12.20%) Apache
4 5 (12.20%) GlassFish
4 5 (12.20%) Tomcat
5 4 (9.76%) Apache Pig
6 1 (2.44%) SAS
Applications
1 1 (2.44%) Microsoft Excel
1 1 (2.44%) Microsoft Office
1 1 (2.44%) Microsoft PowerPoint
Cloud Services
1 5 (12.20%) GitHub
Communications & Networking
1 8 (19.51%) HTTP
1 8 (19.51%) HTTPS
1 8 (19.51%) SSL
2 2 (4.88%) TCP/IP
Database & Business Intelligence
1 19 (46.34%) Big Data
2 11 (26.83%) Hadoop
3 4 (9.76%) Apache Hive
3 4 (9.76%) Data Mining
3 4 (9.76%) SQL Server
3 4 (9.76%) Text Mining
4 3 (7.32%) MySQL
4 3 (7.32%) Neo4j
5 1 (2.44%) Data Warehouse
5 1 (2.44%) Enterprise Data Warehouse
5 1 (2.44%) MongoDB
5 1 (2.44%) PostgreSQL
5 1 (2.44%) Power BI
5 1 (2.44%) Relational Database
5 1 (2.44%) SQL Server 2008
5 1 (2.44%) SQL Server 2016
Development Applications
1 11 (26.83%) Git (software)
2 5 (12.20%) Jenkins
2 5 (12.20%) Visual Studio
3 3 (7.32%) Mercurial
4 2 (4.88%) Atlassian Bamboo
4 2 (4.88%) Bitbucket
4 2 (4.88%) CodeSonar
4 2 (4.88%) git-flow
4 2 (4.88%) JIRA
4 2 (4.88%) Robot Framework
4 2 (4.88%) Selenium
General
1 8 (19.51%) Games
2 4 (9.76%) Finance
3 3 (7.32%) Retail
4 1 (2.44%) Electronics
4 1 (2.44%) Manufacturing
4 1 (2.44%) Marketing
4 1 (2.44%) Telecoms
Job Titles
1 16 (39.02%) Software Engineer
2 9 (21.95%) Data Scientist
3 8 (19.51%) Requirements Engineer
3 8 (19.51%) Systems Engineer
4 4 (9.76%) Consultant
4 4 (9.76%) Developer
4 4 (9.76%) Graduate
4 4 (9.76%) Graduate Software Engineer
4 4 (9.76%) Network Systems Engineer
4 4 (9.76%) Senior Software Engineer
4 4 (9.76%) Systems Test Engineer
4 4 (9.76%) Technical Consultant
4 4 (9.76%) Test Engineer
5 3 (7.32%) Software Developer
6 2 (4.88%) Java Developer
6 2 (4.88%) Java Engineer
6 2 (4.88%) Java Software Engineer
6 2 (4.88%) JavaScript Engineer
6 2 (4.88%) Technical Developer
6 2 (4.88%) Technical Engineer
Libraries, Frameworks & Software Standards
1 15 (36.59%) HTML
2 11 (26.83%) Spring
3 10 (24.39%) EJB
3 10 (24.39%) Hibernate
3 10 (24.39%) J2EE
3 10 (24.39%) XML
4 5 (12.20%) CSS
4 5 (12.20%) CSS3
4 5 (12.20%) HTML5
5 4 (9.76%) Natural Language Processing
6 3 (7.32%) JSON
6 3 (7.32%) Node.js
6 3 (7.32%) Pandas
6 3 (7.32%) scikit-learn
6 3 (7.32%) SciPy
7 2 (4.88%) .NET Framework
7 2 (4.88%) Django
7 2 (4.88%) Java EE
7 2 (4.88%) LAMP
7 2 (4.88%) Spring MVC
Miscellaneous
1 13 (31.71%) Analytical Skills
2 10 (24.39%) iPhone
3 9 (21.95%) Social Media
4 8 (19.51%) Algorithms
5 4 (9.76%) Cybercrime
5 4 (9.76%) Data Structures
5 4 (9.76%) Management Information System
6 1 (2.44%) CUDA
6 1 (2.44%) Greenfield Project
6 1 (2.44%) Virtual Team
Operating Systems
1 17 (41.46%) Android
1 17 (41.46%) Windows
2 10 (24.39%) Windows Phone
3 7 (17.07%) Apple iOS
4 3 (7.32%) Linux
4 3 (7.32%) Unix
5 2 (4.88%) Mac OS X
Processes & Methodologies
1 26 (63.41%) Agile Software Development
2 25 (60.98%) Software Engineering
3 20 (48.78%) Cybersecurity
4 18 (43.90%) Continuous Integration
5 17 (41.46%) Machine Learning
6 16 (39.02%) Data Science
6 16 (39.02%) Mentoring
7 15 (36.59%) Data Analysis
7 15 (36.59%) Web Development
8 13 (31.71%) Test Automation
9 12 (29.27%) Analytics
9 12 (29.27%) Android Development
9 12 (29.27%) iOS Development
9 12 (29.27%) Mobile Development
9 12 (29.27%) Reverse Engineering
10 11 (26.83%) Coaching
10 11 (26.83%) Continuous Improvement
10 11 (26.83%) SDLC
11 10 (24.39%) Software Delivery
12 9 (21.95%) DevOps
Programming Languages
1 23 (56.10%) Java
1 23 (56.10%) Python
2 18 (43.90%) C
2 18 (43.90%) C++
3 17 (41.46%) C#
3 17 (41.46%) JavaScript
3 17 (41.46%) Objective-C
4 14 (34.15%) SQL
5 5 (12.20%) Apple Swift
6 4 (9.76%) Scala
7 3 (7.32%) Cypher
7 3 (7.32%) Shell Script
8 1 (2.44%) Java 8
8 1 (2.44%) MATLAB
8 1 (2.44%) R
Qualifications
1 25 (60.98%) Security Cleared
2 20 (48.78%) DV Cleared
3 14 (34.15%) SC Cleared
4 12 (29.27%) Degree
5 4 (9.76%) Numerate Degree
6 1 (2.44%) Master's Degree
Quality Assurance & Compliance
1 3 (7.32%) Data Quality
2 1 (2.44%) GDPR
System Software
1 8 (19.51%) Docker
2 2 (4.88%) vSphere
Systems Management
1 5 (12.20%) Opscode Chef
2 3 (7.32%) Salt
3 2 (4.88%) Puppet
4 1 (2.44%) Ansible
4 1 (2.44%) Kubernetes
Vendors
1 8 (19.51%) Atlassian
1 8 (19.51%) Cisco
2 3 (7.32%) Microsoft
3 2 (4.88%) Tableau
4 1 (2.44%) SAP