Period
to 24 November 2017

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 24 November 2017 with a comparison to the same period in the previous 2 years.

Visualisation
South West > Gloucestershire
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 121 100 123
Rank change year-on-year -21 +23 +10
Permanent jobs citing Visualisation 17 68 25
As % of all permanent IT jobs advertised in Gloucestershire 1.14% 3.01% 1.22%
As % of the Processes & Methodologies category 1.29% 3.33% 1.36%
Number of salaries quoted 16 34 2
Gloucestershire median annual salary £42,500 £55,000 £55,000
Median salary % change year-on-year -22.73% - +83.33%
10th Percentile £20,500 £37,875 £45,000
90th Percentile £63,125 £66,775 £65,000
South West median annual salary £44,500 £45,000 £45,245
% change year-on-year -1.11% -0.54% +39.22%

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 1316 2045 1837
As % of all permanent IT jobs advertised in Gloucestershire 88.62% 90.41% 89.48%
Number of salaries quoted 1074 1671 1485
Gloucestershire median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £25,500 £26,250 £26,250
90th Percentile £62,500 £62,500 £65,000
South West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +3.90%

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 24 November 2017.

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 24 November 2017. 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 +28 6 £31,750 -42.27% 2
Cheltenham 0 5 £50,000 -9.09%
Visualisation
South West

For the 6 months to 24 November 2017, 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 Gloucestershire region with a requirement for Visualisation.

1 9 (52.94%) SQL
1 9 (52.94%) Microsoft
2 8 (47.06%) Business Intelligence
2 8 (47.06%) SQL Server Reporting Services
3 7 (41.18%) SQL Server
4 5 (29.41%) Linux
4 5 (29.41%) SQL Server Integration Services
4 5 (29.41%) QlikView
4 5 (29.41%) Security Cleared
4 5 (29.41%) Tableau
4 5 (29.41%) Power BI
5 4 (23.53%) Collaborative Working
5 4 (23.53%) DV Cleared
5 4 (23.53%) Big Data
5 4 (23.53%) Analytics
5 4 (23.53%) Oracle
5 4 (23.53%) Cognos
6 3 (17.65%) Software Engineering
6 3 (17.65%) Manufacturing
6 3 (17.65%) Data Warehouse
6 3 (17.65%) Data Modelling
6 3 (17.65%) ETL
6 3 (17.65%) Windows
6 3 (17.65%) IBM
6 3 (17.65%) BusinessObjects
6 3 (17.65%) DecisionStream
6 3 (17.65%) T-SQL
6 3 (17.65%) Java
6 3 (17.65%) JavaScript
6 3 (17.65%) Kimball Methodology

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 2 (11.76%) Apache Pig
1 2 (11.76%) Apache Spark
1 2 (11.76%) Elasticsearch
Business Applications
1 3 (17.65%) Cognos Business Intelligence
Cloud Services
1 3 (17.65%) Microsoft Azure
Communications & Networking
1 2 (11.76%) LAN
1 2 (11.76%) WAN
2 1 (5.88%) Firewall
2 1 (5.88%) HTTP
2 1 (5.88%) SSL
2 1 (5.88%) TCP/IP
Database & Business Intelligence
1 8 (47.06%) SQL Server Reporting Services
2 7 (41.18%) SQL Server
3 5 (29.41%) Power BI
3 5 (29.41%) QlikView
3 5 (29.41%) SQL Server Integration Services
4 4 (23.53%) Big Data
5 3 (17.65%) BusinessObjects
5 3 (17.65%) Cognos Framework Manager
5 3 (17.65%) Cognos Report Studio
5 3 (17.65%) Data Warehouse
5 3 (17.65%) DecisionStream
5 3 (17.65%) Semantic Layer
5 3 (17.65%) SQL Server Analysis Services
6 2 (11.76%) Apache Hive
6 2 (11.76%) Hadoop
6 2 (11.76%) MongoDB
6 2 (11.76%) MySQL
6 2 (11.76%) Qlik Sense
7 1 (5.88%) RDBMS
7 1 (5.88%) Relational Database
Development Applications
1 1 (5.88%) Atlassian Bamboo
1 1 (5.88%) Bitbucket
1 1 (5.88%) CodeSonar
1 1 (5.88%) Git (software)
1 1 (5.88%) git-flow
1 1 (5.88%) JIRA
1 1 (5.88%) Robot Framework
1 1 (5.88%) Selenium
1 1 (5.88%) webpack
General
1 3 (17.65%) Manufacturing
Job Titles
1 8 (47.06%) Developer
2 4 (23.53%) Analyst
3 3 (17.65%) Business Intelligence Developer
3 3 (17.65%) QlikView Developer
4 2 (11.76%) Applications Support
4 2 (11.76%) Applications Support Analyst
4 2 (11.76%) Applications Support Technician
4 2 (11.76%) Business Developer
4 2 (11.76%) Cognos BI Developer
4 2 (11.76%) Cognos Developer
4 2 (11.76%) Information Analyst
4 2 (11.76%) MI Analyst
4 2 (11.76%) Software Analyst
4 2 (11.76%) Software Engineer
4 2 (11.76%) Software Support Analyst
4 2 (11.76%) SQL BI Developer
4 2 (11.76%) SQL Developer
4 2 (11.76%) Support Analyst
4 2 (11.76%) Support Technician
5 1 (5.88%) Report Developer
Libraries, Frameworks & Software Standards
1 3 (17.65%) Node.js
2 2 (11.76%) Java EE
2 2 (11.76%) LAMP
2 2 (11.76%) Spring
3 1 (5.88%) .NET
3 1 (5.88%) .NET Framework
3 1 (5.88%) ASP.NET
3 1 (5.88%) CSS
3 1 (5.88%) CSS3
3 1 (5.88%) Django
3 1 (5.88%) Hibernate
3 1 (5.88%) HTML
3 1 (5.88%) HTML5
3 1 (5.88%) jQuery
3 1 (5.88%) Middleware
3 1 (5.88%) RabbitMQ
3 1 (5.88%) REST
3 1 (5.88%) SOAP
3 1 (5.88%) Spring MVC
3 1 (5.88%) STL
Miscellaneous
1 2 (11.76%) Cybercrime
2 1 (5.88%) PKI
Operating Systems
1 5 (29.41%) Linux
2 3 (17.65%) Windows
3 1 (5.88%) Android
3 1 (5.88%) Apple iOS
3 1 (5.88%) Mac OS X
Processes & Methodologies
1 8 (47.06%) Business Intelligence
2 4 (23.53%) Analytics
2 4 (23.53%) Collaborative Working
3 3 (17.65%) Cybersecurity
3 3 (17.65%) Data Modelling
3 3 (17.65%) Data Visualisation
3 3 (17.65%) ETL
3 3 (17.65%) Kimball Methodology
3 3 (17.65%) Software Engineering
3 3 (17.65%) Translating Business Requirements
4 2 (11.76%) Agile Software Development
4 2 (11.76%) Data Analytics
4 2 (11.76%) Scrum
5 1 (5.88%) BDD
5 1 (5.88%) Continuous Integration
5 1 (5.88%) Kanban
5 1 (5.88%) Machine Learning
5 1 (5.88%) Multithreading
5 1 (5.88%) Open Source
5 1 (5.88%) Time Management
Programming Languages
1 9 (52.94%) SQL
2 3 (17.65%) Java
2 3 (17.65%) JavaScript
2 3 (17.65%) T-SQL
3 2 (11.76%) Bash Shell
3 2 (11.76%) C
3 2 (11.76%) C++
3 2 (11.76%) Korn
3 2 (11.76%) Python
4 1 (5.88%) C#
4 1 (5.88%) Objective-C
4 1 (5.88%) Perl
4 1 (5.88%) Ruby
Qualifications
1 5 (29.41%) Security Cleared
2 4 (23.53%) DV Cleared
3 2 (11.76%) Degree
4 1 (5.88%) Numerate Degree
System Software
1 2 (11.76%) Docker
2 1 (5.88%) Hyper-V
2 1 (5.88%) VMware Infrastructure
2 1 (5.88%) vSphere
Systems Management
1 2 (11.76%) Salt
2 1 (5.88%) Ansible
2 1 (5.88%) Puppet
Vendors
1 9 (52.94%) Microsoft
2 5 (29.41%) Tableau
3 4 (23.53%) Cognos
3 4 (23.53%) Oracle
4 3 (17.65%) IBM
5 1 (5.88%) VMware