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 24 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Aug 2016
Same period 2015 Same period 2014
Visualisation
Rank 58 96 90
Rank change year-on-year
+38 -6
Permanent jobs citing Visualisation 41 14 36
As % of all permanent IT jobs located in Cambridge 3.42% 1.01% 1.97%
As % of the Miscellaneous category 6.32% 2.22% 4.11%
Number of salaries quoted 32 14 32
Median salary £52,000 £46,250 £45,000
Median salary % change year-on-year
+12.43% +2.77%
90% offered a salary of more than £40,000 £29,400 £27,500
10% offered a salary of more than £60,000 £57,750 £54,500
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
649 632 876
As % of all permanent IT jobs located in Cambridge 54.17% 45.53% 47.97%
Number of salaries quoted 503 519 634
Median salary £45,000 £44,500 £40,000
Median salary % change year-on-year
+1.12% +11.25%
90% offered a salary of more than £27,500 £30,000 £27,500
10% offered a salary of more than £70,000 £62,500 £60,000
UK excluding London median salary £42,500 £40,000 £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 24 August 2016.

Visualisation Salary Histogram in Cambridge

Visualisation
Top 30 Related IT Skills in Cambridge

For the 6 months to 24 August 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 41 (59.42%) Data Visualisation
2 34 (49.28%) JavaScript
3 28 (40.58%) D3.js
4 24 (34.78%) REST
5 23 (33.33%) Internet
6 21 (30.43%) Agile Software Development
7 20 (28.99%) HTML
7 20 (28.99%) CSS
7 20 (28.99%) NoSQL
8 18 (26.09%) Analytics
9 17 (24.64%) Java
10 16 (23.19%) Node.js
11 15 (21.74%) SQL
12 14 (20.29%) Git (software)
13 13 (18.84%) Linux
14 12 (17.39%) Python
14 12 (17.39%) Computer Science
14 12 (17.39%) 3D Rendering
14 12 (17.39%) Amazon AWS
14 12 (17.39%) Big Data
14 12 (17.39%) Analytical Skills
15 11 (15.94%) Mapbox
15 11 (15.94%) AngularJS
15 11 (15.94%) Animation
15 11 (15.94%) Google Maps API
15 11 (15.94%) Google
16 10 (14.49%) Data Management
16 10 (14.49%) Software Engineering
16 10 (14.49%) Android
16 10 (14.49%) Business Intelligence

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 (8.70%) Elasticsearch
1 6 (8.70%) NServiceBus
2 4 (5.80%) Tomcat
3 3 (4.35%) SAS
4 1 (1.45%) Apache Spark
4 1 (1.45%) CMS
4 1 (1.45%) WordPress
Applications
1 3 (4.35%) SPSS
2 1 (1.45%) Adobe Creative Suite
2 1 (1.45%) Adobe Illustrator
2 1 (1.45%) InCopy
2 1 (1.45%) InDesign
2 1 (1.45%) Mathcad
2 1 (1.45%) Photoshop
Business Applications
1 1 (1.45%) SAP MDM
Cloud Services
1 12 (17.39%) Amazon AWS
2 5 (7.25%) GitHub
3 4 (5.80%) SaaS
4 2 (2.90%) Cloud Computing
Communications & Networking
1 23 (33.33%) Internet
2 2 (2.90%) Wireless
Database & Business Intelligence
1 20 (28.99%) NoSQL
2 12 (17.39%) Big Data
3 9 (13.04%) MongoDB
4 7 (10.14%) Relational Database
4 7 (10.14%) SQL Server
5 6 (8.70%) Neo4j
6 5 (7.25%) Data Warehouse
7 4 (5.80%) Enterprise Data Warehouse
7 4 (5.80%) Hadoop
7 4 (5.80%) Spotfire
8 3 (4.35%) Apache Hive
8 3 (4.35%) BusinessObjects
8 3 (4.35%) MySQL
9 1 (1.45%) Data Mining
9 1 (1.45%) Oracle BI EE
9 1 (1.45%) Oracle Exadata
9 1 (1.45%) Oracle Reports
9 1 (1.45%) PostgreSQL
9 1 (1.45%) PowerCenter
9 1 (1.45%) RDBMS
Development Applications
1 14 (20.29%) Git (software)
2 9 (13.04%) git-flow
3 6 (8.70%) PhantomJS
3 6 (8.70%) Selenium
4 4 (5.80%) Talend Open Studio
5 1 (1.45%) ERwin
5 1 (1.45%) JIRA
5 1 (1.45%) Oracle APEX
General
1 3 (4.35%) Electronics
1 3 (4.35%) Telecoms
2 2 (2.90%) Finance
2 2 (2.90%) Marketing
3 1 (1.45%) Pharmaceutical
3 1 (1.45%) Retail
Job Titles
1 43 (62.32%) Developer
2 16 (23.19%) JavaScript Developer
3 11 (15.94%) Front End Developer (Client-Side Developer)
4 9 (13.04%) Angular Developer
4 9 (13.04%) C# Developer
4 9 (13.04%) Senior Developer
5 8 (11.59%) Node.js Developer
6 7 (10.14%) Architect
7 6 (8.70%) Full Stack Developer
7 6 (8.70%) Hardware Engineer
7 6 (8.70%) Java Developer
8 5 (7.25%) Automation Engineer
8 5 (7.25%) Data Architect
8 5 (7.25%) Senior Java Developer
9 4 (5.80%) Electronics Engineer
9 4 (5.80%) Hardware Design Engineer
9 4 (5.80%) Support Engineer
10 3 (4.35%) Senior C# Developer
11 2 (2.90%) Applications Developer
11 2 (2.90%) Software Developer
Libraries, Frameworks & Software Standards
1 28 (40.58%) D3.js
2 24 (34.78%) REST
3 20 (28.99%) CSS
3 20 (28.99%) HTML
4 16 (23.19%) Node.js
5 11 (15.94%) AngularJS
5 11 (15.94%) Google Maps API
6 10 (14.49%) Leaflet
6 10 (14.49%) React
7 9 (13.04%) .NET
7 9 (13.04%) Express
7 9 (13.04%) Ionic Framework
7 9 (13.04%) MEAN Stack
8 7 (10.14%) Natural Language Processing
9 6 (8.70%) ASP.NET MVC
9 6 (8.70%) ASP.NET Web API
9 6 (8.70%) HTML5
9 6 (8.70%) KnockoutJS
9 6 (8.70%) ServiceStack
9 6 (8.70%) SignalR
Miscellaneous
1 12 (17.39%) Analytical Skills
1 12 (17.39%) Computer Science
2 11 (15.94%) Animation
3 10 (14.49%) Internet of Things
4 6 (8.70%) Clustering
4 6 (8.70%) Data Structures
4 6 (8.70%) Informatics
4 6 (8.70%) Social Media
4 6 (8.70%) Social Network
5 5 (7.25%) Biology
5 5 (7.25%) Data Integration
5 5 (7.25%) Virtual Team
6 4 (5.80%) Management Information System
6 4 (5.80%) User Experience
7 1 (1.45%) Algorithms
7 1 (1.45%) Blog
7 1 (1.45%) Grid Computing
7 1 (1.45%) Life Science
7 1 (1.45%) Statistics
7 1 (1.45%) Taxonomies
Operating Systems
1 13 (18.84%) Linux
2 10 (14.49%) Android
2 10 (14.49%) Apple iOS
3 5 (7.25%) Unix
4 1 (1.45%) Windows
Processes & Methodologies
1 41 (59.42%) Data Visualisation
2 21 (30.43%) Agile Software Development
3 18 (26.09%) Analytics
4 12 (17.39%) 3D Rendering
5 10 (14.49%) Business Intelligence
5 10 (14.49%) Data Management
5 10 (14.49%) Master Data Management
5 10 (14.49%) Software Engineering
6 9 (13.04%) Data Analysis
6 9 (13.04%) Data Analytics
6 9 (13.04%) SOA
7 8 (11.59%) Bioinformatics
8 7 (10.14%) Scrum
9 6 (8.70%) Automated Testing
9 6 (8.70%) CAD
9 6 (8.70%) Data Modelling
9 6 (8.70%) MVC
9 6 (8.70%) Unit Testing
10 5 (7.25%) Data Security
10 5 (7.25%) Stakeholder Management
Programming Languages
1 34 (49.28%) JavaScript
2 17 (24.64%) Java
3 15 (21.74%) SQL
4 12 (17.39%) Python
5 9 (13.04%) C#
6 5 (7.25%) Erlang
6 5 (7.25%) Ruby
6 5 (7.25%) Scala
7 4 (5.80%) Perl
7 4 (5.80%) PL/SQL
8 2 (2.90%) Bash Shell
9 1 (1.45%) C++
9 1 (1.45%) ES6
9 1 (1.45%) Lua
9 1 (1.45%) MATLAB
Qualifications
1 9 (13.04%) Degree
2 3 (4.35%) Postgraduate
Quality Assurance & Compliance
1 6 (8.70%) Data Quality
2 2 (2.90%) QA
3 1 (1.45%) SNOMED CT
Systems Management
1 6 (8.70%) Nagios
2 5 (7.25%) Grafana
2 5 (7.25%) Graphite
2 5 (7.25%) Kibana
2 5 (7.25%) logstash
2 5 (7.25%) Opscode Chef
2 5 (7.25%) Puppet
Vendors
1 11 (15.94%) Google
1 11 (15.94%) Mapbox
2 7 (10.14%) Oracle
2 7 (10.14%) SAP
3 5 (7.25%) Splunk
4 4 (5.80%) Talend
5 3 (4.35%) IBM
5 3 (4.35%) Microsoft
6 1 (1.45%) Adobe
6 1 (1.45%) ANSYS
6 1 (1.45%) Cognos
6 1 (1.45%) Informatica
6 1 (1.45%) Pegasus
6 1 (1.45%) TIBCO
6 1 (1.45%) Twitter
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