Period
to 21 November 2017

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 6 months to 21 November 2017 with a comparison to the same period in the previous 2 years.

Visualisation
Cambridgeshire > Cambridge
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 102 74 128
Rank change year-on-year -28 +54 +2
Permanent jobs citing Visualisation 83 79 31
As % of all permanent IT jobs advertised in Cambridge 2.65% 3.48% 1.09%
As % of the Processes & Methodologies category 2.85% 3.90% 1.23%
Number of salaries quoted 65 57 24
Cambridge median annual salary £48,000 £50,500 £50,000
Median salary % change year-on-year -4.95% +1.00% +11.11%
10th Percentile £35,000 £37,500 £28,800
90th Percentile £57,500 £66,250 £60,000
Cambridgeshire median annual salary £50,000 £50,500 £50,000
% change year-on-year -0.99% +1.00% +11.11%

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

All Process and Methodology Skills
Cambridge
Permanent vacancies with a requirement for process or methodology skills 2916 2027 2516
As % of all permanent IT jobs advertised in Cambridge 93.07% 89.33% 88.40%
Number of salaries quoted 2216 1667 2168
Cambridge median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - +8.43%
10th Percentile £29,000 £26,250 £29,750
90th Percentile £72,500 £67,500 £62,875
Cambridgeshire median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +5.88%

Visualisation
Job Vacancy Trend in Cambridge

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

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 6 months to 21 November 2017.

Salary histogram for Visualisation in Cambridge

For the 6 months to 21 November 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 75 (90.36%) Data Visualisation
2 51 (61.45%) CSS
3 48 (57.83%) HTML
4 45 (54.22%) Degree
5 41 (49.40%) JavaScript
6 40 (48.19%) Software Engineering
7 36 (43.37%) Computer Science
8 30 (36.14%) Node.js
9 29 (34.94%) AngularJS
10 28 (33.73%) React
11 25 (30.12%) User Experience
12 21 (25.30%) Python
12 21 (25.30%) Microsoft
13 20 (24.10%) Algorithms
14 19 (22.89%) Cisco
14 19 (22.89%) PHP
14 19 (22.89%) Symantec
15 18 (21.69%) Mathematics
16 17 (20.48%) Mobile App
16 17 (20.48%) Prototyping
17 16 (19.28%) Geospatial Data
17 16 (19.28%) Wireframes
17 16 (19.28%) Physics
17 16 (19.28%) Photoshop
18 15 (18.07%) Data Analysis
18 15 (18.07%) Machine Learning
19 13 (15.66%) Rapid Prototyping
20 12 (14.46%) Statistics
20 12 (14.46%) Life Science
20 12 (14.46%) RDBMS

Visualisation
Co-occurring 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 (7.23%) Elasticsearch
2 3 (3.61%) Apache Spark
2 3 (3.61%) NServiceBus
Applications
1 16 (19.28%) Photoshop
2 1 (1.20%) Microsoft Excel
2 1 (1.20%) SOLIDWORKS
Cloud Services
1 3 (3.61%) Amazon AWS
2 1 (1.20%) Azure Data Factory
2 1 (1.20%) Microsoft Azure
2 1 (1.20%) SaaS
Communications & Networking
1 3 (3.61%) Internet
Database & Business Intelligence
1 16 (19.28%) Geospatial Data
2 12 (14.46%) RDBMS
2 12 (14.46%) Relational Database
3 9 (10.84%) Big Data
4 4 (4.82%) NoSQL
5 3 (3.61%) Hadoop
5 3 (3.61%) MongoDB
5 3 (3.61%) Neo4j
5 3 (3.61%) Redis
5 3 (3.61%) SQL Server
6 1 (1.20%) Apache Hive
6 1 (1.20%) Data Lake
6 1 (1.20%) Power BI
6 1 (1.20%) Text Mining
Development Applications
1 5 (6.02%) Git (software)
2 3 (3.61%) PhantomJS
2 3 (3.61%) Selenium
3 2 (2.41%) Visual Studio
4 1 (1.20%) Axure RP
4 1 (1.20%) Balsamiq Mockups
General
1 2 (2.41%) Marketing
2 1 (1.20%) Local Government
Job Titles
1 31 (37.35%) Developer
2 21 (25.30%) Full Stack Developer
3 19 (22.89%) Angular Developer
3 19 (22.89%) JavaScript Developer
3 19 (22.89%) Node.js Developer
4 18 (21.69%) Data Scientist
5 16 (19.28%) Designer
5 16 (19.28%) Mobile Designer
5 16 (19.28%) Mobile UX Designer
5 16 (19.28%) UX Designer
5 16 (19.28%) Web Applications Designer
5 16 (19.28%) Web Designer
6 5 (6.02%) Data Visualisation Expert
7 4 (4.82%) Analyst
7 4 (4.82%) Python Developer
7 4 (4.82%) Software Developer
8 3 (3.61%) Architect
8 3 (3.61%) C# Architect
8 3 (3.61%) Technical Architect
8 3 (3.61%) Web Architect
Libraries, Frameworks & Software Standards
1 51 (61.45%) CSS
2 48 (57.83%) HTML
3 30 (36.14%) Node.js
4 29 (34.94%) AngularJS
5 28 (33.73%) React
6 6 (7.23%) .NET
6 6 (7.23%) WCF
6 6 (7.23%) Web Services
6 6 (7.23%) WPF
7 5 (6.02%) HTML5
7 5 (6.02%) NumPy
7 5 (6.02%) Pandas
8 4 (4.82%) Natural Language Processing
8 4 (4.82%) SciPy
9 3 (3.61%) ASP.NET
9 3 (3.61%) ASP.NET MVC
9 3 (3.61%) ASP.NET Web API
9 3 (3.61%) DirectX
9 3 (3.61%) Flask
9 3 (3.61%) OpenGL
Miscellaneous
1 36 (43.37%) Computer Science
2 25 (30.12%) User Experience
3 20 (24.10%) Algorithms
4 17 (20.48%) Mobile App
5 12 (14.46%) Life Science
6 9 (10.84%) Linux Command Line
7 6 (7.23%) Analytical Skills
7 6 (7.23%) Data Structures
8 3 (3.61%) Clustering
8 3 (3.61%) Social Media
8 3 (3.61%) Social Network
9 2 (2.41%) 3D Graphics
10 1 (1.20%) Greenfield Project
10 1 (1.20%) Grid Computing
Operating Systems
1 10 (12.05%) Linux
2 5 (6.02%) Windows
Processes & Methodologies
1 75 (90.36%) Data Visualisation
2 40 (48.19%) Software Engineering
3 18 (21.69%) Mathematics
4 17 (20.48%) Prototyping
5 16 (19.28%) Physics
5 16 (19.28%) Wireframes
6 15 (18.07%) Data Analysis
6 15 (18.07%) Machine Learning
7 13 (15.66%) Rapid Prototyping
8 12 (14.46%) Statistics
9 10 (12.05%) Agile Software Development
10 9 (10.84%) Data Munging
11 7 (8.43%) SDLC
12 6 (7.23%) Analytics
12 6 (7.23%) Scrum
12 6 (7.23%) Web Development
13 5 (6.02%) Data Transformation
13 5 (6.02%) OO
13 5 (6.02%) OOD
14 4 (4.82%) Front End Development
Programming Languages
1 41 (49.40%) JavaScript
2 21 (25.30%) Python
3 19 (22.89%) PHP
4 8 (9.64%) C#
5 5 (6.02%) C++
5 5 (6.02%) MATLAB
5 5 (6.02%) SQL
6 3 (3.61%) C
6 3 (3.61%) Java
7 1 (1.20%) Lua
7 1 (1.20%) Perl
Qualifications
1 45 (54.22%) Degree
2 6 (7.23%) PhD
3 3 (3.61%) Security Cleared
4 2 (2.41%) Computer Science Degree
5 1 (1.20%) Postgraduate
System Software
1 3 (3.61%) Docker
Vendors
1 21 (25.30%) Microsoft
2 19 (22.89%) Cisco
2 19 (22.89%) Symantec
3 1 (1.20%) Tableau