The table below looks at the prevalence of the term Visualisation in IT jobs advertised for the Cambridgeshire region. Included is a guide to the salaries offered in IT jobs that have cited Visualisation over the 3 months to 7 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
7 Dec 2016
Same period 2015 Same period 2014
Visualisation
Rank 83 112 122
Rank change year-on-year
+29 +10
Permanent jobs citing Visualisation 38 17 15
As % of all permanent IT jobs located in Cambridgeshire 2.36% 0.85% 0.60%
As % of the Miscellaneous category 4.97% 1.82% 1.43%
Number of salaries quoted 25 10 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
East of England

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

Miscellaneous Category
Cambridgeshire
Permanent IT job ads with a match in the
Miscellaneous category
765 935 1051
As % of all permanent IT jobs located in Cambridgeshire 47.57% 46.89% 42.17%
Number of salaries quoted 636 765 766
Median salary £45,000 £40,500 £42,000
Median salary % change year-on-year
+11.11% -3.57%
90% offered a salary of more than £27,500 £27,500 £25,000
10% offered a salary of more than £65,000 £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 Cambridgeshire

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

Visualisation Jobs Demand Trend in Cambridgeshire

Visualisation
Salary Trend in Cambridgeshire

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

Visualisation Salary Trend in Cambridgeshire

Visualisation
Salary Histogram in Cambridgeshire

This chart provides a salary histogram for IT jobs citing Visualisation across the Cambridgeshire region over the 3 months to 7 December 2016.

Visualisation Salary Histogram in Cambridgeshire

Visualisation
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Visualisation within the Cambridgeshire region over the 3 months to 7 December 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
Cambridge +37 38 £40,000 -20.00% 6
Visualisation
East of England

Visualisation
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 7 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 Cambridgeshire region with a requirement for Visualisation.

1 37 (48.68%) JavaScript
2 33 (43.42%) Data Visualisation
3 29 (38.16%) Python
4 28 (36.84%) Degree
5 26 (34.21%) Software Engineering
6 22 (28.95%) Linux
7 21 (27.63%) Java
7 21 (27.63%) Big Data
8 19 (25.00%) CSS
8 19 (25.00%) HTML
9 18 (23.68%) Agile Software Development
10 17 (22.37%) Analytics
11 16 (21.05%) D3.js
12 15 (19.74%) Computer Science
13 14 (18.42%) C++
13 14 (18.42%) HTML5
14 13 (17.11%) Node.js
14 13 (17.11%) User Experience
15 12 (15.79%) Windows
15 12 (15.79%) Natural Language Processing
15 12 (15.79%) NoSQL
16 11 (14.47%) XML
16 11 (14.47%) C#
16 11 (14.47%) CAD
17 10 (13.16%) Internet
18 9 (11.84%) Microsoft
18 9 (11.84%) Finance
18 9 (11.84%) SQL
18 9 (11.84%) .NET
18 9 (11.84%) REST

Visualisation
Top Related IT Skills in Cambridgeshire 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 (7.89%) Elasticsearch
1 6 (7.89%) NServiceBus
2 3 (3.95%) SAS
Applications
1 6 (7.89%) MS Excel
2 3 (3.95%) SPSS
Business Applications
1 1 (1.32%) SAP MDM
Cloud Services
1 4 (5.26%) Amazon AWS
2 1 (1.32%) Cloud Computing
2 1 (1.32%) GitHub
Communications & Networking
1 10 (13.16%) Internet
2 6 (7.89%) Ethernet
2 6 (7.89%) Wireless
Database & Business Intelligence
1 21 (27.63%) Big Data
2 12 (15.79%) NoSQL
3 6 (7.89%) Neo4j
3 6 (7.89%) SQL Server
4 4 (5.26%) Spotfire
5 3 (3.95%) Apache Hive
5 3 (3.95%) BusinessObjects
5 3 (3.95%) Hadoop
6 2 (2.63%) Data Warehouse
6 2 (2.63%) Relational Database
7 1 (1.32%) Enterprise Data Warehouse
7 1 (1.32%) MongoDB
7 1 (1.32%) MySQL
7 1 (1.32%) Oracle BI EE
7 1 (1.32%) Oracle Database
7 1 (1.32%) Oracle Exadata
7 1 (1.32%) PowerCenter
7 1 (1.32%) Text Mining
Development Applications
1 7 (9.21%) Git (software)
2 6 (7.89%) PhantomJS
2 6 (7.89%) Selenium
3 4 (5.26%) Talend Open Studio
4 1 (1.32%) ERwin
4 1 (1.32%) git-flow
4 1 (1.32%) Jasmine
4 1 (1.32%) Karma Test Runner
4 1 (1.32%) Mocha
4 1 (1.32%) Oracle APEX
General
1 9 (11.84%) Finance
2 7 (9.21%) Games
3 4 (5.26%) Telecoms
4 3 (3.95%) Electronics
5 1 (1.32%) Banking
5 1 (1.32%) Pharmaceutical
5 1 (1.32%) Retail
Job Titles
1 41 (53.95%) Developer
2 15 (19.74%) JavaScript Developer
3 13 (17.11%) Java Developer
4 11 (14.47%) Hardware Engineer
5 9 (11.84%) C# Developer
5 9 (11.84%) Hardware Design Engineer
6 8 (10.53%) Electronics Engineer
6 8 (10.53%) Software Developer
7 7 (9.21%) Senior Developer
7 7 (9.21%) Software Engineer
8 6 (7.89%) Java Software Developer
9 5 (6.58%) Automation Engineer
9 5 (6.58%) C++ Developer
9 5 (6.58%) UI Engineer
10 4 (5.26%) C Developer
10 4 (5.26%) C/C++ Developer
10 4 (5.26%) Design Engineer
10 4 (5.26%) Electronics Design Engineer
11 3 (3.95%) Architect
11 3 (3.95%) Senior C# Developer
Libraries, Frameworks & Software Standards
1 19 (25.00%) CSS
1 19 (25.00%) HTML
2 16 (21.05%) D3.js
3 14 (18.42%) HTML5
4 13 (17.11%) Node.js
5 12 (15.79%) Natural Language Processing
6 11 (14.47%) XML
7 9 (11.84%) .NET
7 9 (11.84%) REST
8 6 (7.89%) ASP.NET
8 6 (7.89%) ASP.NET MVC
8 6 (7.89%) ASP.NET Web API
8 6 (7.89%) KnockoutJS
8 6 (7.89%) React
8 6 (7.89%) ServiceStack
8 6 (7.89%) SignalR
8 6 (7.89%) WCF
8 6 (7.89%) WPF
9 5 (6.58%) Django
9 5 (6.58%) Ruby on Rails
Miscellaneous
1 15 (19.74%) Computer Science
2 13 (17.11%) User Experience
3 8 (10.53%) Grid Computing
4 6 (7.89%) Clustering
4 6 (7.89%) Device Driver
4 6 (7.89%) Social Media
4 6 (7.89%) Social Network
5 4 (5.26%) Analytical Skills
5 4 (5.26%) Animation
5 4 (5.26%) Biology
5 4 (5.26%) Life Science
6 3 (3.95%) Artificial Intelligence
6 3 (3.95%) Data Structures
6 3 (3.95%) Informatics
6 3 (3.95%) Statistics
7 2 (2.63%) Data Integration
7 2 (2.63%) Virtual Team
8 1 (1.32%) Algorithms
8 1 (1.32%) Health Informatics
8 1 (1.32%) Internet of Things
Operating Systems
1 22 (28.95%) Linux
2 12 (15.79%) Windows
3 6 (7.89%) Unix
4 1 (1.32%) Android
4 1 (1.32%) Apple iOS
Processes & Methodologies
1 33 (43.42%) Data Visualisation
2 26 (34.21%) Software Engineering
3 18 (23.68%) Agile Software Development
4 17 (22.37%) Analytics
5 11 (14.47%) CAD
6 8 (10.53%) Bioinformatics
7 7 (9.21%) Business Intelligence
7 7 (9.21%) Data Analytics
7 7 (9.21%) Data Management
7 7 (9.21%) Master Data Management
7 7 (9.21%) Scrum
8 6 (7.89%) Automated Testing
8 6 (7.89%) Cross-Platform Development
8 6 (7.89%) Document Management
8 6 (7.89%) Multithreading
8 6 (7.89%) MVC
8 6 (7.89%) SDLC
8 6 (7.89%) SOA
8 6 (7.89%) Unit Testing
8 6 (7.89%) Web Development
Programming Languages
1 37 (48.68%) JavaScript
2 29 (38.16%) Python
3 21 (27.63%) Java
4 14 (18.42%) C++
5 11 (14.47%) C#
6 9 (11.84%) SQL
7 8 (10.53%) Perl
8 6 (7.89%) C
8 6 (7.89%) Lua
9 5 (6.58%) Erlang
9 5 (6.58%) Ruby
9 5 (6.58%) Scala
10 4 (5.26%) ES6
10 4 (5.26%) PL/SQL
11 1 (1.32%) R
Qualifications
1 28 (36.84%) Degree
2 3 (3.95%) Postgraduate
Quality Assurance & Compliance
1 3 (3.95%) Data Quality
2 1 (1.32%) QA
2 1 (1.32%) SNOMED CT
Systems Management
1 5 (6.58%) Grafana
1 5 (6.58%) Graphite
1 5 (6.58%) Kibana
1 5 (6.58%) logstash
1 5 (6.58%) Nagios
1 5 (6.58%) Opscode Chef
1 5 (6.58%) Puppet
Vendors
1 9 (11.84%) Microsoft
2 5 (6.58%) Splunk
3 4 (5.26%) Google
3 4 (5.26%) Mapbox
3 4 (5.26%) SAP
3 4 (5.26%) Talend
3 4 (5.26%) Twitter
4 3 (3.95%) IBM
5 1 (1.32%) Cognos
5 1 (1.32%) Informatica
5 1 (1.32%) Oracle
5 1 (1.32%) Pegasus
5 1 (1.32%) TIBCO
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