The table below looks at the prevalence of the term Visualisation in IT jobs advertised for the Gloucestershire region. Included is a guide to the salaries offered in IT jobs that have cited Visualisation over the 3 months to 16 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
16 Jan 2017
Same period 2016 Same period 2015
Visualisation
South West / Gloucestershire
Rank 91 75 97
Rank change year-on-year
-16 +22
Permanent jobs citing Visualisation 19 17 6
As % of all permanent IT jobs located in Gloucestershire 1.78% 1.93% 0.54%
As % of the Miscellaneous category 5.04% 4.70% 1.57%
Number of salaries quoted 10 12 3
Median salary £55,000 £55,000 £32,500
Median salary % change year-on-year
- +69.23%
90% offered a salary of more than £31,750 £55,000 £28,500
10% offered a salary of more than £62,000 £55,000 £41,700
UK excluding London median salary £45,000 £47,500 £40,000
% change year-on-year
-5.26% +18.75%

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in permanent jobs advertised in the Gloucestershire region.

Miscellaneous Category
Gloucestershire
Permanent IT job ads with a match in the
Miscellaneous category
377 362 383
As % of all permanent IT jobs located in Gloucestershire 35.30% 41.14% 34.75%
Number of salaries quoted 317 231 321
Median salary £44,000 £45,000 £38,500
Median salary % change year-on-year
-2.22% +16.88%
90% offered a salary of more than £28,750 £25,000 £25,000
10% offered a salary of more than £55,000 £50,000 £60,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Visualisation
Jobs Demand Trend in Gloucestershire

The demand trend of job ads across the Gloucestershire region citing Visualisation as a proportion of all IT jobs with a match in the Miscellaneous category.

Visualisation Jobs Demand Trend in Gloucestershire

Visualisation
Salary Trend in Gloucestershire

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

Visualisation Salary Trend in Gloucestershire

Visualisation
Salary Histogram in Gloucestershire

This chart provides a salary histogram for IT jobs citing Visualisation across the Gloucestershire region over the 3 months to 16 January 2017.

Visualisation Salary Histogram 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 3 months to 16 January 2017. 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 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
Cheltenham -4 8 £55,000 -
Visualisation
South West

Visualisation
Top 30 Related IT Skills in Gloucestershire

For the 6 months to 16 January 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 55 (93.22%) Big Data
2 51 (86.44%) Security Cleared
3 41 (69.49%) Java
4 39 (66.10%) C++
4 39 (66.10%) Python
5 38 (64.41%) Software Engineering
6 37 (62.71%) Agile Software Development
6 37 (62.71%) SC Cleared
6 37 (62.71%) Linux
7 35 (59.32%) HTML
7 35 (59.32%) JavaScript
7 35 (59.32%) Hibernate
7 35 (59.32%) Spring
8 31 (52.54%) C
9 27 (45.76%) SQL
10 26 (44.07%) Degree
10 26 (44.07%) DV Cleared
11 25 (42.37%) Scrum
11 25 (42.37%) Oracle
11 25 (42.37%) Windows
11 25 (42.37%) Relational Database
12 24 (40.68%) Hadoop
12 24 (40.68%) Java EE
13 23 (38.98%) jQuery
13 23 (38.98%) Ruby
13 23 (38.98%) PKI
13 23 (38.98%) HTML5
13 23 (38.98%) MongoDB
13 23 (38.98%) VMware Infrastructure
13 23 (38.98%) Hyper-V

Visualisation
Top Related 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 23 (38.98%) Elasticsearch
2 18 (30.51%) Apache Spark
3 13 (22.03%) Apache Pig
4 12 (20.34%) WebLogic
5 2 (3.39%) Oracle SOA Suite
Applications
1 3 (5.08%) MS Excel
Cloud Services
1 2 (3.39%) iPaaS
1 2 (3.39%) Microsoft Azure
1 2 (3.39%) PaaS
Communications & Networking
1 11 (18.64%) HTTP
1 11 (18.64%) HTTPS
1 11 (18.64%) SSL
2 7 (11.86%) LAN
2 7 (11.86%) WAN
3 2 (3.39%) Internet
3 2 (3.39%) Network Security
4 1 (1.69%) Firewall
Database & Business Intelligence
1 55 (93.22%) Big Data
2 25 (42.37%) Relational Database
3 24 (40.68%) Hadoop
4 23 (38.98%) MongoDB
4 23 (38.98%) MySQL
4 23 (38.98%) RDBMS
5 12 (20.34%) Apache Hive
6 2 (3.39%) Data Lake
7 1 (1.69%) Apache Cassandra
7 1 (1.69%) SQL Server
7 1 (1.69%) SQL Server Reporting Services
Development Applications
1 1 (1.69%) JIRA
1 1 (1.69%) Visual Studio
General
1 8 (13.56%) Games
2 1 (1.69%) Banking
2 1 (1.69%) Finance
Job Titles
1 27 (45.76%) Software Engineer
2 14 (23.73%) Consultant
2 14 (23.73%) Technical Consultant
3 12 (20.34%) Lead Software Engineer
4 8 (13.56%) Systems Engineer
5 6 (10.17%) DV Cleared Technical Consultant
5 6 (10.17%) SC Cleared Technical Consultant
6 5 (8.47%) Developer
6 5 (8.47%) Requirements Engineer
7 4 (6.78%) Architect
7 4 (6.78%) Developer/Software Engineer
7 4 (6.78%) Software Developer
8 3 (5.08%) Integration Engineer
8 3 (5.08%) Java Engineer
8 3 (5.08%) Network Integration Engineer
8 3 (5.08%) Network Systems Engineer
8 3 (5.08%) Software Integration Engineer
8 3 (5.08%) Systems Integration Engineer
8 3 (5.08%) Systems Test Engineer
8 3 (5.08%) Test and Integration Engineer
Libraries, Frameworks & Software Standards
1 35 (59.32%) Hibernate
1 35 (59.32%) HTML
1 35 (59.32%) Spring
2 24 (40.68%) Java EE
3 23 (38.98%) AngularJS
3 23 (38.98%) Apache Camel
3 23 (38.98%) CSS
3 23 (38.98%) CSS3
3 23 (38.98%) HTML5
3 23 (38.98%) jQuery
3 23 (38.98%) LAMP
3 23 (38.98%) Middleware
3 23 (38.98%) Node.js
4 14 (23.73%) J2EE
4 14 (23.73%) XML
5 12 (20.34%) EJB
6 2 (3.39%) .NET
6 2 (3.39%) XSD
6 2 (3.39%) XSLT
7 1 (1.69%) WPF
Miscellaneous
1 23 (38.98%) PKI
2 19 (32.20%) iPhone
3 14 (23.73%) Cybercrime
4 13 (22.03%) Analytical Skills
5 3 (5.08%) Computer Science
6 2 (3.39%) Artificial Intelligence
6 2 (3.39%) Cyberthreat
6 2 (3.39%) Reference Data
7 1 (1.69%) Cyber Attack
Operating Systems
1 37 (62.71%) Linux
2 25 (42.37%) Windows
3 19 (32.20%) Android
3 19 (32.20%) Windows Phone
Processes & Methodologies
1 38 (64.41%) Software Engineering
2 37 (62.71%) Agile Software Development
3 25 (42.37%) Scrum
4 23 (38.98%) Analytics
4 23 (38.98%) Data Analytics
4 23 (38.98%) DevOps
5 22 (37.29%) Cybersecurity
5 22 (37.29%) Time Management
6 19 (32.20%) Android Development
6 19 (32.20%) iOS Development
6 19 (32.20%) Mobile Development
7 13 (22.03%) Integration Testing
7 13 (22.03%) Network Design
7 13 (22.03%) Reverse Engineering
8 12 (20.34%) Automated Testing
8 12 (20.34%) Continuous Integration
8 12 (20.34%) Web Development
9 11 (18.64%) Big Data Analytics
9 11 (18.64%) Continuous Improvement
9 11 (18.64%) User Stories
Programming Languages
1 41 (69.49%) Java
2 39 (66.10%) C++
2 39 (66.10%) Python
3 35 (59.32%) JavaScript
4 31 (52.54%) C
5 27 (45.76%) SQL
6 23 (38.98%) Perl
6 23 (38.98%) Ruby
7 16 (27.12%) C#
8 12 (20.34%) Objective-C
9 4 (6.78%) Scala
10 1 (1.69%) R
Qualifications
1 51 (86.44%) Security Cleared
2 37 (62.71%) SC Cleared
3 26 (44.07%) Degree
3 26 (44.07%) DV Cleared
4 2 (3.39%) ISEB
Quality Assurance & Compliance
1 2 (3.39%) Data Quality
System Software
1 23 (38.98%) Hyper-V
1 23 (38.98%) VMware Infrastructure
Vendors
1 25 (42.37%) Oracle
2 23 (38.98%) VMware
3 11 (18.64%) Cisco
4 8 (13.56%) Atlassian
5 3 (5.08%) Microsoft