The following table provides summary statistics for permanent job vacancies advertised in Cambridge with a requirement for Visualisation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Visualisation over the 3 months to 24 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Visualisation
Cambridgeshire / Cambridge
Rank 64 93 72
Rank change year-on-year +29 -21  
Permanent jobs citing Visualisation 41 19 35
As % of all permanent IT jobs advertised in Cambridge 3.36% 1.29% 2.44%
As % of the Processes & Methodologies category 3.67% 1.42% 2.90%
Number of salaries quoted 34 17 28
Median salary £40,000 £45,000 £40,000
Median salary % change year-on-year -11.11% +12.50%  
90% offered a salary of more than £36,179 £31,953 £30,000
10% offered a salary of more than £74,000 £60,000 £73,750
UK excluding London median salary £44,000 £47,500 £41,500
% change year-on-year -7.36% +14.45%  

Visualisation is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cambridge with a requirement for process and methodology skills.

Process & Methodology Skills
Cambridge
Permanent job vacancies with a requirement for process and methodology skills 1117 1334 1207
As % of all permanent IT job vacancies advertised in Cambridge 91.56% 90.38% 83.99%
Number of salaries quoted 836 1025 987
Median salary £46,000 £44,500 £45,000
Median salary % change year-on-year +3.37% -1.11%  
90% offered a salary of more than £30,000 £31,500 £30,000
10% offered a salary of more than £70,000 £57,500 £62,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Visualisation
Job Vacancy Trend in Cambridge

The job posting trend of jobs advertised in Cambridge citing Visualisation as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Visualisation in Cambridge

Visualisation
Salary Trend in Cambridge

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

Salary trend for Visualisation in Cambridge

Visualisation
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Visualisation in Cambridge over the 3 months to 24 March 2017.

Salary histogram for Visualisation in Cambridge

Visualisation
Top 30 Related IT Skills in Cambridge

For the 6 months to 24 March 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 62 (66.67%) Data Visualisation
2 51 (54.84%) Degree
2 51 (54.84%) JavaScript
3 48 (51.61%) Agile Software Development
4 44 (47.31%) Java
5 42 (45.16%) Linux
6 33 (35.48%) Computer Science
7 29 (31.18%) Software Engineering
8 27 (29.03%) XML
8 27 (29.03%) Perl
9 24 (25.81%) Grid Computing
10 22 (23.66%) Python
11 20 (21.51%) SQL
11 20 (21.51%) Hibernate
11 20 (21.51%) Spring
12 18 (19.35%) HTML5
12 18 (19.35%) HTML
12 18 (19.35%) CSS
13 17 (18.28%) MySQL
13 17 (18.28%) Nagios
13 17 (18.28%) Bash Shell
13 17 (18.28%) QA
14 15 (16.13%) C++
15 14 (15.05%) Windows
15 14 (15.05%) Mathematics
15 14 (15.05%) Node.js
16 12 (12.90%) User Experience
17 11 (11.83%) Natural Language Processing
17 11 (11.83%) Sun
18 9 (9.68%) Microsoft

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 9 (9.68%) OpenStack
2 4 (4.30%) Elasticsearch
2 4 (4.30%) NServiceBus
Applications
1 9 (9.68%) MS Excel
Cloud Services
1 5 (5.38%) Amazon AWS
2 2 (2.15%) Microsoft Azure
3 1 (1.08%) Cloud Computing
Communications & Networking
1 7 (7.53%) Ethernet
1 7 (7.53%) Wireless
2 4 (4.30%) Internet
2 4 (4.30%) Network Security
Database & Business Intelligence
1 17 (18.28%) MySQL
2 8 (8.60%) Big Data
3 5 (5.38%) Neo4j
4 4 (4.30%) NoSQL
4 4 (4.30%) SQL Server
5 2 (2.15%) Power BI
5 2 (2.15%) QlikView
5 2 (2.15%) Spotfire
6 1 (1.08%) Text Mining
Development Applications
1 4 (4.30%) GCC
1 4 (4.30%) PhantomJS
1 4 (4.30%) Selenium
2 1 (1.08%) Git (software)
2 1 (1.08%) Jasmine
2 1 (1.08%) Karma Test Runner
2 1 (1.08%) Mocha
2 1 (1.08%) webpack
General
1 8 (8.60%) Games
2 3 (3.23%) Finance
3 2 (2.15%) Local Government
4 1 (1.08%) Banking
4 1 (1.08%) Telecoms
Job Titles
1 51 (54.84%) Developer
2 31 (33.33%) Software Engineer
3 27 (29.03%) Java Developer
4 17 (18.28%) Development Engineer
4 17 (18.28%) Software Development Engineer
5 16 (17.20%) JavaScript Engineer
6 14 (15.05%) JavaScript Developer
6 14 (15.05%) Software Developer
7 11 (11.83%) Web Engineer
8 9 (9.68%) Linux Engineer
8 9 (9.68%) Perl Software Engineer
9 8 (8.60%) Senior Developer
10 6 (6.45%) Java Engineer
10 6 (6.45%) Java Software Developer
10 6 (6.45%) Java Software Engineer
10 6 (6.45%) UI Engineer
11 5 (5.38%) C++ Developer
11 5 (5.38%) Senior Software Developer
12 4 (4.30%) Architect
12 4 (4.30%) C# Developer
Libraries, Frameworks & Software Standards
1 27 (29.03%) XML
2 20 (21.51%) Hibernate
2 20 (21.51%) Spring
3 18 (19.35%) CSS
3 18 (19.35%) HTML
3 18 (19.35%) HTML5
4 14 (15.05%) Node.js
5 11 (11.83%) Natural Language Processing
6 9 (9.68%) D3.js
7 6 (6.45%) CSS3
8 5 (5.38%) Backbone.js
8 5 (5.38%) jQuery
9 4 (4.30%) .NET
9 4 (4.30%) ASP.NET
9 4 (4.30%) ASP.NET MVC
9 4 (4.30%) LLVM
9 4 (4.30%) ServiceStack
9 4 (4.30%) SignalR
9 4 (4.30%) WCF
9 4 (4.30%) WPF
Miscellaneous
1 33 (35.48%) Computer Science
2 24 (25.81%) Grid Computing
3 12 (12.90%) User Experience
4 8 (8.60%) Linux Command Line
5 7 (7.53%) Device Driver
6 6 (6.45%) Algorithms
7 4 (4.30%) Clustering
7 4 (4.30%) Social Media
7 4 (4.30%) Social Network
8 1 (1.08%) 3D Graphics
8 1 (1.08%) Client/Server
Operating Systems
1 42 (45.16%) Linux
2 14 (15.05%) Windows
3 1 (1.08%) Unix
Processes & Methodologies
1 62 (66.67%) Data Visualisation
2 48 (51.61%) Agile Software Development
3 29 (31.18%) Software Engineering
4 14 (15.05%) Mathematics
5 9 (9.68%) Bioinformatics
6 7 (7.53%) Cross-Platform Development
6 7 (7.53%) Document Management
6 7 (7.53%) Multithreading
6 7 (7.53%) Scrum
6 7 (7.53%) SDLC
7 5 (5.38%) Analytics
7 5 (5.38%) Physics
7 5 (5.38%) Web Development
8 4 (4.30%) Automated Testing
8 4 (4.30%) Full Text Search
8 4 (4.30%) MVC
8 4 (4.30%) Unit Testing
9 3 (3.23%) Artificial Intelligence
9 3 (3.23%) Informatics
10 2 (2.15%) Performance Management
Programming Languages
1 51 (54.84%) JavaScript
2 44 (47.31%) Java
3 27 (29.03%) Perl
4 22 (23.66%) Python
5 20 (21.51%) SQL
6 17 (18.28%) Bash Shell
7 15 (16.13%) C++
8 7 (7.53%) C
8 7 (7.53%) Lua
9 5 (5.38%) C#
9 5 (5.38%) MATLAB
Qualifications
1 51 (54.84%) Degree
2 1 (1.08%) Postgraduate
Quality Assurance & Compliance
1 17 (18.28%) QA
System Software
1 4 (4.30%) Docker
1 4 (4.30%) QEMU
1 4 (4.30%) Xen
2 2 (2.15%) KVM
Systems Management
1 17 (18.28%) Nagios
Vendors
1 11 (11.83%) Sun
2 9 (9.68%) Microsoft
3 3 (3.23%) Tableau
4 2 (2.15%) MicroStrategy
4 2 (2.15%) TIBCO
Cambridge, Cambridgeshire
Empiric.com
Salary: Excellent Market Rates
Posted: 3 days ago
Cambridge, Cambridgeshire
IT Connections
Salary: £35,000 - £45,000
Posted: 6 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £50k (DoE) + top benefits package
Posted: 3 days ago