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 29 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Sep 2016
Same period 2015 Same period 2014
Visualisation
Rank 62 92 83
Rank change year-on-year
+30 -9
Permanent jobs citing Visualisation 40 19 37
As % of all permanent IT jobs located in Cambridge 3.39% 1.30% 2.07%
As % of the Miscellaneous category 6.19% 2.78% 4.23%
Number of salaries quoted 29 18 32
Median salary £50,000 £50,000 £45,000
Median salary % change year-on-year
- +11.11%
90% offered a salary of more than £40,000 £29,400 £27,500
10% offered a salary of more than £60,000 £60,000 £54,750
UK excluding London median salary £45,000 £47,500 £37,500
% change year-on-year
-5.26% +26.66%
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
646 684 875
As % of all permanent IT jobs located in Cambridge 54.79% 46.98% 48.96%
Number of salaries quoted 497 600 618
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 £72,500 £60,000 £65,000
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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 29 September 2016.

Visualisation Salary Histogram in Cambridge

Visualisation
Top 30 Related IT Skills in Cambridge

For the 6 months to 29 September 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 42 (57.53%) Data Visualisation
2 37 (50.68%) JavaScript
3 29 (39.73%) D3.js
4 22 (30.14%) REST
5 21 (28.77%) HTML
5 21 (28.77%) CSS
5 21 (28.77%) Internet
6 20 (27.40%) NoSQL
7 19 (26.03%) Analytics
8 18 (24.66%) Big Data
9 17 (23.29%) Node.js
10 15 (20.55%) Agile Software Development
11 14 (19.18%) SQL
12 13 (17.81%) Linux
12 13 (17.81%) Python
13 12 (16.44%) Java
13 12 (16.44%) Git (software)
13 12 (16.44%) 3D Rendering
13 12 (16.44%) AngularJS
14 11 (15.07%) Mapbox
14 11 (15.07%) Google
14 11 (15.07%) Degree
14 11 (15.07%) Animation
14 11 (15.07%) Google Maps API
15 10 (13.70%) Computer Science
15 10 (13.70%) Data Management
15 10 (13.70%) C#
15 10 (13.70%) Business Intelligence
15 10 (13.70%) CAD
15 10 (13.70%) React

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 (8.22%) Elasticsearch
1 6 (8.22%) NServiceBus
2 4 (5.48%) Tomcat
3 3 (4.11%) SAS
4 1 (1.37%) Apache Spark
4 1 (1.37%) CMS
4 1 (1.37%) WordPress
Applications
1 3 (4.11%) SPSS
2 1 (1.37%) Adobe Creative Suite
2 1 (1.37%) Adobe Illustrator
2 1 (1.37%) InCopy
2 1 (1.37%) InDesign
2 1 (1.37%) Mathcad
2 1 (1.37%) MS Excel
2 1 (1.37%) Photoshop
Business Applications
1 1 (1.37%) SAP MDM
Cloud Services
1 10 (13.70%) Amazon AWS
2 4 (5.48%) SaaS
3 1 (1.37%) Cloud Computing
3 1 (1.37%) GitHub
Communications & Networking
1 21 (28.77%) Internet
2 1 (1.37%) Ethernet
2 1 (1.37%) Wireless
Database & Business Intelligence
1 20 (27.40%) NoSQL
2 18 (24.66%) Big Data
3 7 (9.59%) MongoDB
4 6 (8.22%) Neo4j
4 6 (8.22%) SQL Server
5 5 (6.85%) Data Warehouse
6 4 (5.48%) Enterprise Data Warehouse
6 4 (5.48%) Hadoop
6 4 (5.48%) Spotfire
7 3 (4.11%) Apache Hive
7 3 (4.11%) BusinessObjects
8 2 (2.74%) MySQL
8 2 (2.74%) Relational Database
9 1 (1.37%) Data Mining
9 1 (1.37%) Oracle BI EE
9 1 (1.37%) Oracle Database
9 1 (1.37%) Oracle Exadata
9 1 (1.37%) Oracle Reports
9 1 (1.37%) PowerCenter
Development Applications
1 12 (16.44%) Git (software)
2 7 (9.59%) git-flow
3 6 (8.22%) PhantomJS
3 6 (8.22%) Selenium
4 4 (5.48%) Talend Open Studio
5 1 (1.37%) ERwin
5 1 (1.37%) JIRA
5 1 (1.37%) Oracle APEX
General
1 6 (8.22%) Finance
2 3 (4.11%) Electronics
2 3 (4.11%) Telecoms
3 1 (1.37%) Games
3 1 (1.37%) Pharmaceutical
3 1 (1.37%) Retail
Job Titles
1 40 (54.79%) Developer
2 19 (26.03%) JavaScript Developer
3 11 (15.07%) Front End Developer (Client-Side Developer)
4 10 (13.70%) Hardware Engineer
5 9 (12.33%) C# Developer
6 8 (10.96%) Hardware Design Engineer
7 7 (9.59%) Angular Developer
7 7 (9.59%) Electronics Engineer
8 6 (8.22%) Architect
8 6 (8.22%) Full Stack Developer
8 6 (8.22%) Node.js Developer
8 6 (8.22%) Senior Developer
9 5 (6.85%) Automation Engineer
9 5 (6.85%) Data Architect
10 4 (5.48%) Design Engineer
10 4 (5.48%) Electronics Design Engineer
10 4 (5.48%) Support Engineer
11 3 (4.11%) Senior C# Developer
11 3 (4.11%) Software Engineer
12 2 (2.74%) Software Developer
Libraries, Frameworks & Software Standards
1 29 (39.73%) D3.js
2 22 (30.14%) REST
3 21 (28.77%) CSS
3 21 (28.77%) HTML
4 17 (23.29%) Node.js
5 12 (16.44%) AngularJS
6 11 (15.07%) Google Maps API
7 10 (13.70%) Leaflet
7 10 (13.70%) React
8 9 (12.33%) .NET
9 7 (9.59%) Express
9 7 (9.59%) HTML5
9 7 (9.59%) Ionic Framework
9 7 (9.59%) MEAN Stack
9 7 (9.59%) Natural Language Processing
10 6 (8.22%) ASP.NET MVC
10 6 (8.22%) ASP.NET Web API
10 6 (8.22%) KnockoutJS
10 6 (8.22%) ServiceStack
10 6 (8.22%) SignalR
Miscellaneous
1 11 (15.07%) Animation
2 10 (13.70%) Computer Science
3 8 (10.96%) Analytical Skills
3 8 (10.96%) Internet of Things
4 6 (8.22%) Clustering
4 6 (8.22%) Data Structures
4 6 (8.22%) Social Media
4 6 (8.22%) Social Network
4 6 (8.22%) User Experience
5 5 (6.85%) Data Integration
5 5 (6.85%) Virtual Team
6 4 (5.48%) Biology
6 4 (5.48%) Life Science
6 4 (5.48%) Management Information System
7 2 (2.74%) Informatics
7 2 (2.74%) Statistics
8 1 (1.37%) Blog
8 1 (1.37%) Mathematics
8 1 (1.37%) Physics
8 1 (1.37%) Taxonomies
Operating Systems
1 13 (17.81%) Linux
2 8 (10.96%) Android
2 8 (10.96%) Apple iOS
3 5 (6.85%) Unix
4 2 (2.74%) Windows
Processes & Methodologies
1 42 (57.53%) Data Visualisation
2 19 (26.03%) Analytics
3 15 (20.55%) Agile Software Development
4 12 (16.44%) 3D Rendering
5 10 (13.70%) Business Intelligence
5 10 (13.70%) CAD
5 10 (13.70%) Data Analytics
5 10 (13.70%) Data Management
5 10 (13.70%) Master Data Management
6 9 (12.33%) Data Analysis
6 9 (12.33%) SOA
6 9 (12.33%) Software Engineering
7 8 (10.96%) Scrum
8 7 (9.59%) Bioinformatics
9 6 (8.22%) Automated Testing
9 6 (8.22%) Data Modelling
9 6 (8.22%) MVC
9 6 (8.22%) Unit Testing
10 5 (6.85%) Data Security
10 5 (6.85%) ETL
Programming Languages
1 37 (50.68%) JavaScript
2 14 (19.18%) SQL
3 13 (17.81%) Python
4 12 (16.44%) Java
5 10 (13.70%) C#
6 5 (6.85%) Erlang
6 5 (6.85%) Ruby
6 5 (6.85%) Scala
7 4 (5.48%) ES6
7 4 (5.48%) PL/SQL
8 3 (4.11%) C++
8 3 (4.11%) Perl
9 1 (1.37%) Bash Shell
9 1 (1.37%) C
9 1 (1.37%) Lua
9 1 (1.37%) MATLAB
9 1 (1.37%) R
Qualifications
1 11 (15.07%) Degree
2 3 (4.11%) Postgraduate
Quality Assurance & Compliance
1 6 (8.22%) Data Quality
2 1 (1.37%) QA
2 1 (1.37%) SNOMED CT
Systems Management
1 6 (8.22%) Nagios
2 5 (6.85%) Grafana
2 5 (6.85%) Graphite
2 5 (6.85%) Kibana
2 5 (6.85%) logstash
2 5 (6.85%) Opscode Chef
2 5 (6.85%) Puppet
Vendors
1 11 (15.07%) Google
1 11 (15.07%) Mapbox
2 7 (9.59%) SAP
3 6 (8.22%) Oracle
4 5 (6.85%) Splunk
5 4 (5.48%) Microsoft
5 4 (5.48%) Talend
5 4 (5.48%) Twitter
6 3 (4.11%) IBM
7 1 (1.37%) Adobe
7 1 (1.37%) ANSYS
7 1 (1.37%) Cognos
7 1 (1.37%) Informatica
7 1 (1.37%) Pegasus
7 1 (1.37%) TIBCO
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