Period
to 15 December 2017

The following table provides summary statistics for permanent job vacancies advertised in Cambridge with a requirement for Data Visualisation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Visualisation over the 6 months to 15 December 2017 with a comparison to the same period in the previous 2 years.

Data Visualization
Cambridgeshire > Cambridge
6 months to
15 Dec 2017
Same period 2016 Same period 2015
Rank 110 97 139
Rank change year-on-year -13 +42 -4
Permanent jobs citing Data Visualisation 76 53 17
As % of all permanent IT jobs advertised in Cambridge 2.38% 2.28% 0.59%
As % of the Processes & Methodologies category 2.54% 2.55% 0.66%
Number of salaries quoted 57 39 9
Cambridge median annual salary £50,000 £50,000 £60,000
Median salary % change year-on-year - -16.67% +100.00%
Cambridgeshire median annual salary £50,000 £50,000 £60,000
% change year-on-year - -16.67% +100.00%

Data 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 2990 2081 2569
As % of all permanent IT jobs advertised in Cambridge 93.44% 89.54% 89.29%
Number of salaries quoted 2247 1722 2195
Cambridge median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - +9.76%
10th Percentile £29,500 £26,250 £30,000
90th Percentile £71,250 £67,500 £65,000
Cambridgeshire median annual salary £48,000 £45,000 £44,500
% change year-on-year +6.67% +1.12% +5.95%

Data Visualisation
Job Vacancy Trend in Cambridge

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

Job vacancy trend for Data Visualisation in Cambridge

Data Visualisation
Salary Trend in Cambridge

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

Salary trend for Data Visualisation in Cambridge

Data Visualisation
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Data Visualisation in Cambridge over the 6 months to 15 December 2017.

Salary histogram for Data Visualisation in Cambridge

For the 6 months to 15 December 2017, IT jobs citing Data 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 Data Visualisation.

1 76 (100.00%) Visualisation
2 49 (64.47%) CSS
3 46 (60.53%) HTML
4 42 (55.26%) Degree
5 38 (50.00%) Software Engineering
6 37 (48.68%) JavaScript
7 34 (44.74%) Computer Science
8 32 (42.11%) AngularJS
9 31 (40.79%) React
10 29 (38.16%) Node.js
11 26 (34.21%) User Experience
12 24 (31.58%) Microsoft
13 23 (30.26%) Algorithms
14 22 (28.95%) Symantec
14 22 (28.95%) Cisco
14 22 (28.95%) PHP
15 19 (25.00%) Python
16 16 (21.05%) Photoshop
16 16 (21.05%) Mathematics
16 16 (21.05%) Mobile App
16 16 (21.05%) Wireframes
16 16 (21.05%) Prototyping
16 16 (21.05%) Geospatial Data
17 15 (19.74%) Machine Learning
18 14 (18.42%) Physics
19 13 (17.11%) Data Analysis
19 13 (17.11%) Rapid Prototyping
20 12 (15.79%) Relational Database
20 12 (15.79%) Statistics
20 12 (15.79%) Life Science

Data 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 4 (5.26%) Elasticsearch
2 2 (2.63%) Apache Spark
3 1 (1.32%) NServiceBus
Applications
1 16 (21.05%) Photoshop
2 1 (1.32%) Microsoft Excel
Cloud Services
1 1 (1.32%) Amazon AWS
1 1 (1.32%) Azure Data Factory
1 1 (1.32%) Microsoft Azure
1 1 (1.32%) SaaS
Communications & Networking
1 1 (1.32%) Internet
Database & Business Intelligence
1 16 (21.05%) Geospatial Data
2 12 (15.79%) RDBMS
2 12 (15.79%) Relational Database
3 10 (13.16%) Big Data
4 3 (3.95%) MongoDB
4 3 (3.95%) Redis
5 2 (2.63%) Hadoop
6 1 (1.32%) Data Lake
6 1 (1.32%) Neo4j
6 1 (1.32%) NoSQL
6 1 (1.32%) Power BI
6 1 (1.32%) SQL Server
Development Applications
1 3 (3.95%) Git (software)
2 1 (1.32%) PhantomJS
2 1 (1.32%) Selenium
General
1 1 (1.32%) Local Government
Job Titles
1 29 (38.16%) Developer
2 24 (31.58%) Full Stack Developer
3 22 (28.95%) Angular Developer
3 22 (28.95%) JavaScript Developer
3 22 (28.95%) Node.js Developer
4 21 (27.63%) Data Scientist
5 16 (21.05%) Designer
5 16 (21.05%) Mobile Designer
5 16 (21.05%) Mobile UX Designer
5 16 (21.05%) UX Designer
5 16 (21.05%) Web Applications Designer
5 16 (21.05%) Web Designer
6 8 (10.53%) Data Visualisation Expert
7 4 (5.26%) Python Developer
8 3 (3.95%) Graduate
8 3 (3.95%) Mathematician
8 3 (3.95%) Physicist
9 1 (1.32%) Analyst
9 1 (1.32%) Consultant
9 1 (1.32%) Technical Architect
Libraries, Frameworks & Software Standards
1 49 (64.47%) CSS
2 46 (60.53%) HTML
3 32 (42.11%) AngularJS
4 31 (40.79%) React
5 29 (38.16%) Node.js
6 6 (7.89%) Web Services
7 5 (6.58%) NumPy
7 5 (6.58%) Pandas
8 4 (5.26%) SciPy
9 3 (3.95%) Flask
10 2 (2.63%) scikit-learn
11 1 (1.32%) ASP.NET Web API
11 1 (1.32%) Celery
11 1 (1.32%) D3.js
11 1 (1.32%) KnockoutJS
11 1 (1.32%) LESS
11 1 (1.32%) Natural Language Processing
11 1 (1.32%) Sass
11 1 (1.32%) ServiceStack
11 1 (1.32%) SignalR
Miscellaneous
1 34 (44.74%) Computer Science
2 26 (34.21%) User Experience
3 23 (30.26%) Algorithms
4 16 (21.05%) Mobile App
5 12 (15.79%) Life Science
6 9 (11.84%) Data Structures
6 9 (11.84%) Linux Command Line
7 6 (7.89%) Analytical Skills
8 1 (1.32%) Clustering
8 1 (1.32%) Social Media
8 1 (1.32%) Social Network
Operating Systems
1 9 (11.84%) Linux
2 1 (1.32%) Windows
Processes & Methodologies
1 76 (100.00%) Visualisation
2 38 (50.00%) Software Engineering
3 16 (21.05%) Mathematics
3 16 (21.05%) Prototyping
3 16 (21.05%) Wireframes
4 15 (19.74%) Machine Learning
5 14 (18.42%) Physics
6 13 (17.11%) Data Analysis
6 13 (17.11%) Rapid Prototyping
7 12 (15.79%) Statistics
8 9 (11.84%) Data Munging
9 6 (7.89%) Agile Software Development
9 6 (7.89%) Web Development
10 5 (6.58%) Data Transformation
11 4 (5.26%) Front End Development
11 4 (5.26%) Scrum
12 3 (3.95%) DNA
12 3 (3.95%) OO
12 3 (3.95%) OOD
12 3 (3.95%) Validation
Programming Languages
1 37 (48.68%) JavaScript
2 22 (28.95%) PHP
3 19 (25.00%) Python
4 3 (3.95%) C
4 3 (3.95%) MATLAB
5 2 (2.63%) C#
5 2 (2.63%) SQL
6 1 (1.32%) Java
Qualifications
1 42 (55.26%) Degree
2 6 (7.89%) PhD
3 3 (3.95%) Security Cleared
4 2 (2.63%) Computer Science Degree
System Software
1 3 (3.95%) Docker
Vendors
1 24 (31.58%) Microsoft
2 22 (28.95%) Cisco
2 22 (28.95%) Symantec
3 1 (1.32%) Tableau