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 31 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 Jul 2016
Same period 2015 Same period 2014
Visualisation
Rank 66 90 -
Rank change year-on-year
+24 -
Permanent jobs citing Visualisation 34 11 0
As % of all permanent IT jobs located in Gloucestershire 3.44% 1.16% -
As % of the Miscellaneous category 9.14% 4.00% -
Number of salaries quoted 16 0 0
Median salary £55,000 - -
UK excluding London median salary £45,000 £46,377 £45,000
% change year-on-year
-2.96% +3.05%
Visualisation
South West

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
372 275 323
As % of all permanent IT jobs located in Gloucestershire 37.65% 29.10% 35.30%
Number of salaries quoted 263 214 277
Median salary £47,500 £40,000 £37,500
Median salary % change year-on-year
+18.75% +6.66%
90% offered a salary of more than £25,000 £24,000 £22,300
10% offered a salary of more than £60,500 £51,000 £53,250
UK excluding London median salary £42,500 £40,000 £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 31 July 2016.

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 31 July 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
Gloucester - 10 £52,500 - 5
Cheltenham - 7 £55,000 - 1
Visualisation
South West

Visualisation
Top 30 Related IT Skills in Gloucestershire

For the 6 months to 31 July 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 Gloucestershire region with a requirement for Visualisation.

1 54 (85.71%) JavaScript
2 53 (84.13%) Security Cleared
3 50 (79.37%) Java
3 50 (79.37%) Big Data
4 47 (74.60%) Python
5 40 (63.49%) SQL
6 33 (52.38%) MongoDB
7 32 (50.79%) Agile Software Development
8 31 (49.21%) Hadoop
8 31 (49.21%) Data Analytics
8 31 (49.21%) Analytics
9 29 (46.03%) Data Visualisation
9 29 (46.03%) Analytical Skills
9 29 (46.03%) DV Cleared
9 29 (46.03%) Oracle
10 28 (44.44%) C++
11 27 (42.86%) Apache Spark
11 27 (42.86%) Big Data Analytics
11 27 (42.86%) Prototyping
12 26 (41.27%) MySQL
13 25 (39.68%) Windows
13 25 (39.68%) HTML
13 25 (39.68%) Scala
14 23 (36.51%) Machine Learning
15 22 (34.92%) Mobile Development
15 22 (34.92%) Cybercrime
15 22 (34.92%) Windows Phone
15 22 (34.92%) Linux
15 22 (34.92%) XML
15 22 (34.92%) Android

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 27 (42.86%) Apache Spark
2 18 (28.57%) SAS
3 17 (26.98%) Apache Pig
4 12 (19.05%) Elasticsearch
5 8 (12.70%) WebLogic
6 1 (1.59%) IIS
Applications
1 2 (3.17%) MS Excel
Communications & Networking
1 8 (12.70%) HTTPS
2 7 (11.11%) HTTP
2 7 (11.11%) SSL
3 3 (4.76%) Internet
4 1 (1.59%) TCP/IP
Database & Business Intelligence
1 50 (79.37%) Big Data
2 33 (52.38%) MongoDB
3 31 (49.21%) Hadoop
4 26 (41.27%) MySQL
5 21 (33.33%) NoSQL
5 21 (33.33%) QlikView
6 18 (28.57%) Apache Hive
7 16 (25.40%) Amazon Redshift
7 16 (25.40%) Parquet
8 15 (23.81%) Impala
8 15 (23.81%) Neo4j
9 12 (19.05%) RDBMS
9 12 (19.05%) Relational Database
10 4 (6.35%) Data Mining
11 2 (3.17%) Data Warehouse
11 2 (3.17%) GIS
11 2 (3.17%) SQL Server
12 1 (1.59%) Oracle Database
12 1 (1.59%) Oracle Database 11g
Development Applications
1 3 (4.76%) Visual Studio
2 1 (1.59%) JIRA
2 1 (1.59%) JMeter
2 1 (1.59%) NeoLoad
General
1 6 (9.52%) Games
Job Titles
1 37 (58.73%) Developer
2 22 (34.92%) Analyst
3 21 (33.33%) Data Scientist
4 20 (31.75%) Analyst Developer
4 20 (31.75%) Data Analyst
5 10 (15.87%) Consultant
5 10 (15.87%) Technical Consultant
6 9 (14.29%) Developer Analyst
6 9 (14.29%) DV Cleared Technical Consultant
6 9 (14.29%) SC Cleared Technical Consultant
7 8 (12.70%) Software Engineer
8 7 (11.11%) Software Developer
9 6 (9.52%) Front End Developer (Client-Side Developer)
9 6 (9.52%) HTML CSS Developer
9 6 (9.52%) Network Integration Engineer
9 6 (9.52%) Network Systems Engineer
9 6 (9.52%) Software Integration Engineer
9 6 (9.52%) Software Test Engineer
9 6 (9.52%) Systems Integration Engineer
9 6 (9.52%) Test Engineer
Libraries, Frameworks & Software Standards
1 25 (39.68%) HTML
2 22 (34.92%) XML
3 21 (33.33%) JSON
4 19 (30.16%) Hibernate
4 19 (30.16%) Spring
5 18 (28.57%) CSS
5 18 (28.57%) CSS3
5 18 (28.57%) HTML5
6 16 (25.40%) jQuery
7 15 (23.81%) Spark Streaming
8 12 (19.05%) AngularJS
8 12 (19.05%) Apache Camel
8 12 (19.05%) Middleware
8 12 (19.05%) Node.js
9 10 (15.87%) Java EE
9 10 (15.87%) LAMP
10 7 (11.11%) EJB
10 7 (11.11%) J2EE
11 6 (9.52%) Ajax
11 6 (9.52%) SVG
Miscellaneous
1 29 (46.03%) Analytical Skills
2 22 (34.92%) Cybercrime
3 16 (25.40%) iPhone
4 12 (19.05%) PKI
5 6 (9.52%) Blackberry
5 6 (9.52%) Management Information System
5 6 (9.52%) Mobile App
6 3 (4.76%) Computer Science
6 3 (4.76%) Cyberthreat
7 2 (3.17%) Artificial Intelligence
Operating Systems
1 25 (39.68%) Windows
2 22 (34.92%) Android
2 22 (34.92%) Linux
2 22 (34.92%) Windows Phone
3 6 (9.52%) Apple iOS
3 6 (9.52%) webOS
3 6 (9.52%) Windows Phone 7
Processes & Methodologies
1 32 (50.79%) Agile Software Development
2 31 (49.21%) Analytics
2 31 (49.21%) Data Analytics
3 29 (46.03%) Data Visualisation
4 27 (42.86%) Big Data Analytics
4 27 (42.86%) Prototyping
5 23 (36.51%) Machine Learning
6 22 (34.92%) Mobile Development
7 21 (33.33%) MapReduce
8 19 (30.16%) Cybersecurity
9 18 (28.57%) Data Analysis
9 18 (28.57%) ETL
10 17 (26.98%) Software Engineering
11 16 (25.40%) Android Development
11 16 (25.40%) Business Intelligence
11 16 (25.40%) Data Management
11 16 (25.40%) iOS Development
11 16 (25.40%) Open Source
12 15 (23.81%) RDF
12 15 (23.81%) Statistical Modelling
Programming Languages
1 54 (85.71%) JavaScript
2 50 (79.37%) Java
3 47 (74.60%) Python
4 40 (63.49%) SQL
5 28 (44.44%) C++
6 25 (39.68%) Scala
7 21 (33.33%) R
8 20 (31.75%) C
9 17 (26.98%) C#
10 13 (20.63%) Objective-C
11 12 (19.05%) Ruby
12 10 (15.87%) Perl
13 2 (3.17%) SAS Macro
14 1 (1.59%) Bash Shell
Qualifications
1 53 (84.13%) Security Cleared
2 29 (46.03%) DV Cleared
3 17 (26.98%) SC Cleared
4 7 (11.11%) Degree
System Software
1 12 (19.05%) Hyper-V
1 12 (19.05%) VMware Infrastructure
Vendors
1 29 (46.03%) Oracle
2 21 (33.33%) Tableau
3 15 (23.81%) TIBCO
4 12 (19.05%) VMware
5 7 (11.11%) Cisco
6 6 (9.52%) Atlassian
7 2 (3.17%) Cloudera
7 2 (3.17%) i2
8 1 (1.59%) Microsoft
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