The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire 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 29 June 2017 with a comparison to the same period in the previous 2 years.

Visualisation
East of England > Cambridgeshire
3 months to
29 Jun 2017
Same period 2016 Same period 2015
Rank 108 92 118
Rank change year-on-year -16 +26  
Permanent jobs citing Visualisation 29 38 17
As % of all permanent IT jobs advertised in Cambridgeshire 1.51% 2.04% 0.78%
As % of the Processes & Methodologies category 1.71% 2.29% 0.92%
Number of salaries quoted 21 33 13
Cambridgeshire median annual salary £40,000 £52,500 £45,000
Median salary % change year-on-year -23.80% +16.66%  
10th Percentile £31,250 £28,893 £32,572
90th Percentile £70,000 £62,000 £52,500
East of England median annual salary £40,000 £50,500 £49,000
% change year-on-year -20.79% +3.06%  

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 Cambridgeshire with a requirement for process and methodology skills.

Process & Methodology Skills
Cambridgeshire
Permanent job vacancies with a requirement for process and methodology skills 1699 1657 1857
As % of all permanent IT job vacancies advertised in Cambridgeshire 88.35% 88.80% 85.11%
Number of salaries quoted 6013 5044 6008
Cambridgeshire median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% -  
10th Percentile £30,000 £30,000 £27,500
90th Percentile £72,500 £61,250 £65,000
East of England median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.55%  

Visualisation
Job Vacancy Trend in Cambridgeshire

Job postings citing Visualisation as a percentage of all IT jobs advertised in Cambridgeshire.

Job vacancy trend for Visualisation in Cambridgeshire

Visualisation
Salary Trend in Cambridgeshire

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

Salary trend for Visualisation in Cambridgeshire

Visualisation
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Visualisation in Cambridgeshire over the 3 months to 29 June 2017.

Salary histogram for Visualisation 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 29 June 2017. 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 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 -22 26 £42,500 -15.84% 3
Visualisation
East of England

For the 6 months to 29 June 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 Cambridgeshire region with a requirement for Visualisation.

1 51 (75.00%) Data Visualisation
2 39 (57.35%) Degree
3 32 (47.06%) JavaScript
4 31 (45.59%) Agile Software Development
5 28 (41.18%) Java
6 20 (29.41%) HTML
6 20 (29.41%) CSS
6 20 (29.41%) Computer Science
6 20 (29.41%) Node.js
7 19 (27.94%) HTML5
7 19 (27.94%) Grid Computing
7 19 (27.94%) Spring
7 19 (27.94%) XML
8 18 (26.47%) Linux
9 17 (25.00%) Software Engineering
10 16 (23.53%) Hibernate
11 15 (22.06%) Mathematics
12 11 (16.18%) jQuery
12 11 (16.18%) Physics
12 11 (16.18%) CSS3
12 11 (16.18%) Backbone.js
12 11 (16.18%) MATLAB
12 11 (16.18%) C#
13 10 (14.71%) SQL
13 10 (14.71%) MVC
13 10 (14.71%) OpenStack
13 10 (14.71%) Natural Language Processing
13 10 (14.71%) NoSQL
14 9 (13.24%) Python
14 9 (13.24%) D3.js

Visualisation
Co-occurring 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 10 (14.71%) OpenStack
2 7 (10.29%) Elasticsearch
2 7 (10.29%) NServiceBus
3 3 (4.41%) nginx
3 3 (4.41%) Tomcat
Applications
1 1 (1.47%) Photoshop
Cloud Services
1 4 (5.88%) Microsoft Azure
2 3 (4.41%) Amazon AWS
3 1 (1.47%) Azure Data Factory
3 1 (1.47%) Cloud Computing
Communications & Networking
1 7 (10.29%) Internet
2 4 (5.88%) Network Security
Database & Business Intelligence
1 10 (14.71%) NoSQL
2 8 (11.76%) MySQL
2 8 (11.76%) Neo4j
2 8 (11.76%) Relational Database
2 8 (11.76%) SQL Server
3 4 (5.88%) Big Data
3 4 (5.88%) Power BI
4 3 (4.41%) MongoDB
4 3 (4.41%) PostgreSQL
4 3 (4.41%) QlikView
4 3 (4.41%) Spotfire
4 3 (4.41%) Text Mining
5 1 (1.47%) Data Lake
5 1 (1.47%) Geospatial Data
Development Applications
1 7 (10.29%) PhantomJS
1 7 (10.29%) Selenium
2 4 (5.88%) GCC
3 3 (4.41%) Git (software)
3 3 (4.41%) Jenkins
3 3 (4.41%) Mockito
3 3 (4.41%) RSpec
3 3 (4.41%) TestNG
4 1 (1.47%) webpack
General
1 4 (5.88%) Local Government
2 2 (2.94%) Marketing
3 1 (1.47%) Games
Job Titles
1 39 (57.35%) Developer
2 20 (29.41%) Java Developer
3 16 (23.53%) Software Engineer
4 13 (19.12%) JavaScript Engineer
4 13 (19.12%) Web Engineer
5 10 (14.71%) Software Developer
6 8 (11.76%) JavaScript Developer
7 6 (8.82%) Architect
7 6 (8.82%) Senior Developer
7 6 (8.82%) Senior Software Developer
8 5 (7.35%) Analyst
8 5 (7.35%) C# Developer
8 5 (7.35%) Data Analyst
9 4 (5.88%) Business Intelligence Developer
9 4 (5.88%) Development Engineer
9 4 (5.88%) Power BI Developer
9 4 (5.88%) Software Development Engineer
10 3 (4.41%) Governance Analyst
10 3 (4.41%) QlikView Developer
10 3 (4.41%) Tableau Developer
Libraries, Frameworks & Software Standards
1 20 (29.41%) CSS
1 20 (29.41%) HTML
1 20 (29.41%) Node.js
2 19 (27.94%) HTML5
2 19 (27.94%) Spring
2 19 (27.94%) XML
3 16 (23.53%) Hibernate
4 11 (16.18%) Backbone.js
4 11 (16.18%) CSS3
4 11 (16.18%) jQuery
5 10 (14.71%) Natural Language Processing
6 9 (13.24%) D3.js
7 7 (10.29%) ASP.NET
7 7 (10.29%) ASP.NET MVC
7 7 (10.29%) ASP.NET Web API
7 7 (10.29%) KnockoutJS
7 7 (10.29%) ServiceStack
7 7 (10.29%) SignalR
7 7 (10.29%) WCF
7 7 (10.29%) WPF
Miscellaneous
1 20 (29.41%) Computer Science
2 19 (27.94%) Grid Computing
3 7 (10.29%) Clustering
3 7 (10.29%) Social Media
3 7 (10.29%) Social Network
4 6 (8.82%) Algorithms
5 5 (7.35%) User Experience
6 3 (4.41%) Life Science
7 1 (1.47%) Analytical Skills
7 1 (1.47%) Linux Command Line
7 1 (1.47%) Mobile App
Operating Systems
1 18 (26.47%) Linux
2 7 (10.29%) Windows
Processes & Methodologies
1 51 (75.00%) Data Visualisation
2 31 (45.59%) Agile Software Development
3 17 (25.00%) Software Engineering
4 15 (22.06%) Mathematics
5 11 (16.18%) Physics
6 10 (14.71%) MVC
7 7 (10.29%) Analytics
7 7 (10.29%) Test Automation
7 7 (10.29%) Unit Testing
8 6 (8.82%) Open Source
8 6 (8.82%) SDLC
9 5 (7.35%) Bioinformatics
9 5 (7.35%) Machine Learning
10 4 (5.88%) Business Intelligence
10 4 (5.88%) Performance Management
10 4 (5.88%) Stakeholder Management
11 3 (4.41%) Continuous Improvement
11 3 (4.41%) Continuous Integration
11 3 (4.41%) Data Governance
11 3 (4.41%) Statistics
Programming Languages
1 32 (47.06%) JavaScript
2 28 (41.18%) Java
3 11 (16.18%) C#
3 11 (16.18%) MATLAB
4 10 (14.71%) SQL
5 9 (13.24%) Python
6 8 (11.76%) Perl
7 4 (5.88%) Bash Shell
7 4 (5.88%) C++
8 3 (4.41%) Lua
8 3 (4.41%) Ruby
9 1 (1.47%) PHP
Qualifications
1 39 (57.35%) Degree
2 4 (5.88%) Computer Science Degree
3 3 (4.41%) Postgraduate
Quality Assurance & Compliance
1 4 (5.88%) QA
2 3 (4.41%) Data Quality
System Software
1 4 (5.88%) Docker
1 4 (5.88%) QEMU
1 4 (5.88%) Xen
2 3 (4.41%) VMware Infrastructure
3 2 (2.94%) KVM
Systems Management
1 4 (5.88%) Nagios
Vendors
1 7 (10.29%) Tableau
2 4 (5.88%) Microsoft
3 3 (4.41%) MicroStrategy
3 3 (4.41%) TIBCO
3 3 (4.41%) VMware
4 2 (2.94%) Sun
5 1 (1.47%) Oracle
Cambridge, Cambridgeshire
Empiric
Salary: Up to £50,000 per annum DOE
Posted: 1 hour ago
Cambridge, Cambridgeshire
Parham Consulting
Salary: From £30,000 to £35,000 per annum benefits and superb pension (12% non
Posted: 15 hours ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £Excellent plus benefits incl. stock options
Posted: 2 days ago