The table below looks at the prevalence of the term Visualisation in IT jobs advertised for the Cambridge region. Included is a guide to the salaries offered in IT jobs that have cited Visualisation over the 3 months to 6 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
6 Dec 2016
Same period 2015 Same period 2014
Visualisation
Rank 63 99 102
Rank change year-on-year
+36 +3
Permanent jobs citing Visualisation 38 14 14
As % of all permanent IT jobs located in Cambridge 3.45% 0.96% 0.81%
As % of the Miscellaneous category 6.15% 1.86% 1.61%
Number of salaries quoted 25 7 10
Median salary £40,000 £50,000 £30,000
Median salary % change year-on-year
-20.00% +66.66%
UK excluding London median salary £45,000 £47,500 £40,000
% change year-on-year
-5.26% +18.75%
Visualisation
Cambridgeshire

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

Miscellaneous Category
Cambridge
Permanent IT job ads with a match in the
Miscellaneous category
618 753 867
As % of all permanent IT jobs located in Cambridge 56.13% 51.65% 49.97%
Number of salaries quoted 523 599 619
Median salary £45,000 £40,500 £42,500
Median salary % change year-on-year
+11.11% -4.70%
90% offered a salary of more than £27,500 £27,500 £27,500
10% offered a salary of more than £67,500 £60,000 £62,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Visualisation
Jobs Demand Trend in Cambridge

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

Visualisation Jobs Demand Trend in Cambridge

Visualisation
Salary Trend in Cambridge

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

Visualisation Salary Trend in Cambridge

Visualisation
Salary Histogram in Cambridge

This chart provides a salary histogram for IT jobs citing Visualisation across the Cambridge region over the 3 months to 6 December 2016.

Visualisation Salary Histogram in Cambridge

Visualisation
Top 30 Related IT Skills in Cambridge

For the 6 months to 6 December 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 Cambridge region with a requirement for Visualisation.

1 38 (49.35%) JavaScript
2 34 (44.16%) Data Visualisation
3 29 (37.66%) Python
4 28 (36.36%) Degree
5 26 (33.77%) Software Engineering
6 22 (28.57%) Linux
7 21 (27.27%) Java
7 21 (27.27%) Big Data
8 19 (24.68%) CSS
8 19 (24.68%) HTML
8 19 (24.68%) Agile Software Development
9 17 (22.08%) D3.js
9 17 (22.08%) Analytics
10 15 (19.48%) Computer Science
11 14 (18.18%) C++
11 14 (18.18%) Node.js
11 14 (18.18%) HTML5
12 13 (16.88%) User Experience
13 12 (15.58%) Windows
13 12 (15.58%) NoSQL
13 12 (15.58%) Natural Language Processing
14 11 (14.29%) XML
14 11 (14.29%) C#
14 11 (14.29%) CAD
14 11 (14.29%) Internet
15 10 (12.99%) REST
16 9 (11.69%) Microsoft
16 9 (11.69%) Finance
16 9 (11.69%) SQL
16 9 (11.69%) .NET

Visualisation
Top Related IT Skills in Cambridge 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 6 (7.79%) Elasticsearch
1 6 (7.79%) NServiceBus
2 3 (3.90%) SAS
Applications
1 6 (7.79%) MS Excel
2 3 (3.90%) SPSS
Business Applications
1 1 (1.30%) SAP MDM
Cloud Services
1 5 (6.49%) Amazon AWS
2 1 (1.30%) Cloud Computing
2 1 (1.30%) GitHub
Communications & Networking
1 11 (14.29%) Internet
2 6 (7.79%) Ethernet
2 6 (7.79%) Wireless
Database & Business Intelligence
1 21 (27.27%) Big Data
2 12 (15.58%) NoSQL
3 6 (7.79%) Neo4j
3 6 (7.79%) SQL Server
4 4 (5.19%) Spotfire
5 3 (3.90%) Apache Hive
5 3 (3.90%) BusinessObjects
5 3 (3.90%) Hadoop
6 2 (2.60%) Data Warehouse
6 2 (2.60%) MongoDB
6 2 (2.60%) Relational Database
7 1 (1.30%) Enterprise Data Warehouse
7 1 (1.30%) MySQL
7 1 (1.30%) Oracle BI EE
7 1 (1.30%) Oracle Database
7 1 (1.30%) Oracle Exadata
7 1 (1.30%) PowerCenter
7 1 (1.30%) Text Mining
Development Applications
1 8 (10.39%) Git (software)
2 6 (7.79%) PhantomJS
2 6 (7.79%) Selenium
3 4 (5.19%) Talend Open Studio
4 2 (2.60%) git-flow
5 1 (1.30%) ERwin
5 1 (1.30%) Jasmine
5 1 (1.30%) Karma Test Runner
5 1 (1.30%) Mocha
5 1 (1.30%) Oracle APEX
General
1 9 (11.69%) Finance
2 7 (9.09%) Games
3 4 (5.19%) Telecoms
4 3 (3.90%) Electronics
5 1 (1.30%) Banking
5 1 (1.30%) Pharmaceutical
5 1 (1.30%) Retail
Job Titles
1 42 (54.55%) Developer
2 16 (20.78%) JavaScript Developer
3 13 (16.88%) Java Developer
4 11 (14.29%) Hardware Engineer
5 9 (11.69%) C# Developer
5 9 (11.69%) Hardware Design Engineer
6 8 (10.39%) Electronics Engineer
6 8 (10.39%) Software Developer
7 7 (9.09%) Senior Developer
7 7 (9.09%) Software Engineer
8 6 (7.79%) Java Software Developer
9 5 (6.49%) Automation Engineer
9 5 (6.49%) C++ Developer
9 5 (6.49%) UI Engineer
10 4 (5.19%) C Developer
10 4 (5.19%) C/C++ Developer
10 4 (5.19%) Design Engineer
10 4 (5.19%) Electronics Design Engineer
11 3 (3.90%) Front End Developer (Client-Side Developer)
11 3 (3.90%) Senior C# Developer
Libraries, Frameworks & Software Standards
1 19 (24.68%) CSS
1 19 (24.68%) HTML
2 17 (22.08%) D3.js
3 14 (18.18%) HTML5
3 14 (18.18%) Node.js
4 12 (15.58%) Natural Language Processing
5 11 (14.29%) XML
6 10 (12.99%) REST
7 9 (11.69%) .NET
8 6 (7.79%) AngularJS
8 6 (7.79%) ASP.NET
8 6 (7.79%) ASP.NET MVC
8 6 (7.79%) ASP.NET Web API
8 6 (7.79%) KnockoutJS
8 6 (7.79%) React
8 6 (7.79%) ServiceStack
8 6 (7.79%) SignalR
8 6 (7.79%) WCF
8 6 (7.79%) WPF
9 5 (6.49%) Sass
Miscellaneous
1 15 (19.48%) Computer Science
2 13 (16.88%) User Experience
3 8 (10.39%) Grid Computing
4 6 (7.79%) Clustering
4 6 (7.79%) Device Driver
4 6 (7.79%) Social Media
4 6 (7.79%) Social Network
5 4 (5.19%) Analytical Skills
5 4 (5.19%) Animation
5 4 (5.19%) Biology
5 4 (5.19%) Life Science
6 3 (3.90%) Artificial Intelligence
6 3 (3.90%) Data Structures
6 3 (3.90%) Informatics
6 3 (3.90%) Statistics
7 2 (2.60%) Data Integration
7 2 (2.60%) Internet of Things
7 2 (2.60%) Virtual Team
8 1 (1.30%) 3D Graphics
8 1 (1.30%) Health Informatics
Operating Systems
1 22 (28.57%) Linux
2 12 (15.58%) Windows
3 6 (7.79%) Unix
4 2 (2.60%) Android
4 2 (2.60%) Apple iOS
Processes & Methodologies
1 34 (44.16%) Data Visualisation
2 26 (33.77%) Software Engineering
3 19 (24.68%) Agile Software Development
4 17 (22.08%) Analytics
5 11 (14.29%) CAD
6 8 (10.39%) Bioinformatics
6 8 (10.39%) Scrum
7 7 (9.09%) Business Intelligence
7 7 (9.09%) Data Analytics
7 7 (9.09%) Data Management
7 7 (9.09%) Master Data Management
8 6 (7.79%) Automated Testing
8 6 (7.79%) Cross-Platform Development
8 6 (7.79%) Data Analysis
8 6 (7.79%) Document Management
8 6 (7.79%) Multithreading
8 6 (7.79%) MVC
8 6 (7.79%) SDLC
8 6 (7.79%) Unit Testing
8 6 (7.79%) Web Development
Programming Languages
1 38 (49.35%) JavaScript
2 29 (37.66%) Python
3 21 (27.27%) Java
4 14 (18.18%) C++
5 11 (14.29%) C#
6 9 (11.69%) SQL
7 8 (10.39%) Perl
8 6 (7.79%) C
8 6 (7.79%) Lua
9 5 (6.49%) Erlang
9 5 (6.49%) Ruby
9 5 (6.49%) Scala
10 4 (5.19%) ES6
10 4 (5.19%) PL/SQL
11 1 (1.30%) R
Qualifications
1 28 (36.36%) Degree
2 3 (3.90%) Postgraduate
Quality Assurance & Compliance
1 3 (3.90%) Data Quality
2 1 (1.30%) QA
2 1 (1.30%) SNOMED CT
Systems Management
1 5 (6.49%) Grafana
1 5 (6.49%) Graphite
1 5 (6.49%) Kibana
1 5 (6.49%) logstash
1 5 (6.49%) Nagios
1 5 (6.49%) Opscode Chef
1 5 (6.49%) Puppet
Vendors
1 9 (11.69%) Microsoft
2 5 (6.49%) Splunk
3 4 (5.19%) Google
3 4 (5.19%) Mapbox
3 4 (5.19%) SAP
3 4 (5.19%) Talend
3 4 (5.19%) Twitter
4 3 (3.90%) IBM
5 1 (1.30%) Cognos
5 1 (1.30%) Informatica
5 1 (1.30%) Oracle
5 1 (1.30%) Pegasus
5 1 (1.30%) TIBCO
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