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 23 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Jan 2017
Same period 2016 Same period 2015
Visualisation
Cambridgeshire / Cambridge
Rank 50 96 82
Rank change year-on-year
+46 -14
Permanent jobs citing Visualisation 59 15 28
As % of all permanent IT jobs located in Cambridge 5.19% 1.04% 1.73%
As % of the Miscellaneous category 9.22% 2.13% 3.50%
Number of salaries quoted 47 8 22
Median salary £40,000 £60,000 £30,000
Median salary % change year-on-year
-33.33% +100.00%
UK excluding London median salary £45,000 £47,500 £40,000
% change year-on-year
-5.26% +18.75%

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
640 703 800
As % of all permanent IT jobs located in Cambridge 56.29% 48.65% 49.44%
Number of salaries quoted 549 476 574
Median salary £45,000 £40,000 £42,500
Median salary % change year-on-year
+12.50% -5.88%
90% offered a salary of more than £27,500 £29,500 £29,000
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 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 23 January 2017.

Visualisation Salary Histogram in Cambridge

Visualisation
Top 30 Related IT Skills in Cambridge

For the 6 months to 23 January 2017, 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 60 (65.22%) Data Visualisation
2 53 (57.61%) JavaScript
3 40 (43.48%) Agile Software Development
4 39 (42.39%) Java
5 38 (41.30%) Linux
6 37 (40.22%) Degree
7 29 (31.52%) Software Engineering
8 28 (30.43%) Computer Science
9 27 (29.35%) Perl
10 26 (28.26%) Python
11 24 (26.09%) SQL
12 21 (22.83%) Big Data
13 18 (19.57%) XML
14 17 (18.48%) MySQL
14 17 (18.48%) Nagios
14 17 (18.48%) QA
14 17 (18.48%) Bash Shell
15 16 (17.39%) User Experience
15 16 (17.39%) C++
16 15 (16.30%) Grid Computing
17 14 (15.22%) HTML
17 14 (15.22%) CSS
17 14 (15.22%) Windows
18 13 (14.13%) HTML5
19 12 (13.04%) Node.js
19 12 (13.04%) D3.js
19 12 (13.04%) Analytics
19 12 (13.04%) Bioinformatics
20 11 (11.96%) Spring
20 11 (11.96%) Sun

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 (6.52%) OpenStack
2 4 (4.35%) Elasticsearch
2 4 (4.35%) NServiceBus
3 2 (2.17%) SAS
Applications
1 7 (7.61%) MS Excel
2 2 (2.17%) SPSS
Cloud Services
1 7 (7.61%) Amazon AWS
2 1 (1.09%) Cloud Computing
Communications & Networking
1 7 (7.61%) Ethernet
1 7 (7.61%) Wireless
2 4 (4.35%) Internet
3 1 (1.09%) Network Security
Database & Business Intelligence
1 21 (22.83%) Big Data
2 17 (18.48%) MySQL
3 7 (7.61%) NoSQL
4 4 (4.35%) Neo4j
4 4 (4.35%) SQL Server
5 3 (3.26%) Apache Hive
5 3 (3.26%) Hadoop
5 3 (3.26%) Spotfire
6 2 (2.17%) BusinessObjects
7 1 (1.09%) Data Warehouse
7 1 (1.09%) Enterprise Data Warehouse
7 1 (1.09%) Text Mining
Development Applications
1 4 (4.35%) PhantomJS
1 4 (4.35%) Selenium
2 3 (3.26%) Talend Open Studio
3 1 (1.09%) GCC
3 1 (1.09%) Git (software)
3 1 (1.09%) Jasmine
3 1 (1.09%) Karma Test Runner
3 1 (1.09%) Mocha
General
1 9 (9.78%) Finance
2 8 (8.70%) Games
3 3 (3.26%) Electronics
4 1 (1.09%) Banking
4 1 (1.09%) Pharmaceutical
4 1 (1.09%) Telecoms
Job Titles
1 45 (48.91%) Developer
2 28 (30.43%) Software Engineer
3 19 (20.65%) Java Developer
4 17 (18.48%) Development Engineer
4 17 (18.48%) Software Development Engineer
5 16 (17.39%) JavaScript Developer
6 14 (15.22%) Software Developer
7 11 (11.96%) JavaScript Engineer
8 10 (10.87%) Hardware Engineer
9 9 (9.78%) Hardware Design Engineer
9 9 (9.78%) Linux Engineer
9 9 (9.78%) Perl Software Engineer
10 8 (8.70%) Electronics Engineer
10 8 (8.70%) Senior Developer
11 6 (6.52%) Java Engineer
11 6 (6.52%) Java Software Developer
11 6 (6.52%) Java Software Engineer
11 6 (6.52%) UI Engineer
11 6 (6.52%) Web Engineer
12 5 (5.43%) Senior Software Developer
Libraries, Frameworks & Software Standards
1 18 (19.57%) XML
2 14 (15.22%) CSS
2 14 (15.22%) HTML
3 13 (14.13%) HTML5
4 12 (13.04%) D3.js
4 12 (13.04%) Node.js
5 11 (11.96%) Hibernate
5 11 (11.96%) Natural Language Processing
5 11 (11.96%) Spring
6 5 (5.43%) REST
6 5 (5.43%) Sass
7 4 (4.35%) AngularJS
7 4 (4.35%) ASP.NET Web API
7 4 (4.35%) HTML5 Canvas
7 4 (4.35%) KnockoutJS
7 4 (4.35%) LESS
7 4 (4.35%) ServiceStack
7 4 (4.35%) SignalR
7 4 (4.35%) Twitter Bootstrap
7 4 (4.35%) Web Components
Miscellaneous
1 28 (30.43%) Computer Science
2 16 (17.39%) User Experience
3 15 (16.30%) Grid Computing
4 7 (7.61%) Device Driver
5 5 (5.43%) Algorithms
6 4 (4.35%) Biology
6 4 (4.35%) Clustering
6 4 (4.35%) Life Science
6 4 (4.35%) Social Media
6 4 (4.35%) Social Network
7 3 (3.26%) Artificial Intelligence
7 3 (3.26%) Informatics
8 2 (2.17%) Analytical Skills
8 2 (2.17%) Data Integration
8 2 (2.17%) Data Structures
8 2 (2.17%) Statistics
8 2 (2.17%) Virtual Team
9 1 (1.09%) Animation
9 1 (1.09%) Mathematics
9 1 (1.09%) Physics
Operating Systems
1 38 (41.30%) Linux
2 14 (15.22%) Windows
3 5 (5.43%) Unix
Processes & Methodologies
1 60 (65.22%) Data Visualisation
2 40 (43.48%) Agile Software Development
3 29 (31.52%) Software Engineering
4 12 (13.04%) Analytics
4 12 (13.04%) Bioinformatics
5 10 (10.87%) CAD
6 8 (8.70%) Web Development
7 7 (7.61%) Cross-Platform Development
7 7 (7.61%) Document Management
7 7 (7.61%) Multithreading
7 7 (7.61%) Scrum
7 7 (7.61%) SDLC
8 6 (6.52%) Business Intelligence
8 6 (6.52%) Data Analysis
8 6 (6.52%) Data Analytics
8 6 (6.52%) Data Management
8 6 (6.52%) Master Data Management
8 6 (6.52%) SOA
9 4 (4.35%) Automated Testing
9 4 (4.35%) Responsive Web Design
Programming Languages
1 53 (57.61%) JavaScript
2 39 (42.39%) Java
3 27 (29.35%) Perl
4 26 (28.26%) Python
5 24 (26.09%) SQL
6 17 (18.48%) Bash Shell
7 16 (17.39%) C++
8 7 (7.61%) C
8 7 (7.61%) Lua
9 6 (6.52%) C#
10 4 (4.35%) ES6
10 4 (4.35%) PL/SQL
11 1 (1.09%) R
Qualifications
1 37 (40.22%) Degree
2 1 (1.09%) Postgraduate
Quality Assurance & Compliance
1 17 (18.48%) QA
2 2 (2.17%) Data Quality
System Software
1 1 (1.09%) Docker
1 1 (1.09%) QEMU
1 1 (1.09%) Xen
Systems Management
1 17 (18.48%) Nagios
Vendors
1 11 (11.96%) Sun
2 7 (7.61%) Microsoft
3 4 (4.35%) Twitter
4 3 (3.26%) SAP
4 3 (3.26%) Talend
5 2 (2.17%) IBM
6 1 (1.09%) Google
6 1 (1.09%) Mapbox
6 1 (1.09%) Pegasus
6 1 (1.09%) TIBCO
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