Period
to 22 November 2017

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 6 months to 22 November 2017 with a comparison to the same period in the previous 2 years.

Visualisation
East of England > Cambridgeshire
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 116 96 160
Rank change year-on-year -20 +64 -14
Permanent jobs citing Visualisation 91 80 32
As % of all permanent IT jobs advertised in Cambridgeshire 2.14% 2.29% 0.79%
As % of the Processes & Methodologies category 2.32% 2.60% 0.89%
Number of salaries quoted 72 57 24
Cambridgeshire median annual salary £50,000 £50,500 £50,000
Median salary % change year-on-year -0.99% +1.00% +11.11%
10th Percentile £35,000 £37,500 £28,800
90th Percentile £64,250 £66,250 £60,000
East of England median annual salary £50,000 £50,000 £45,000
% change year-on-year - +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 Cambridgeshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Cambridgeshire
Permanent vacancies with a requirement for process or methodology skills 3915 3076 3590
As % of all permanent IT jobs advertised in Cambridgeshire 92.18% 88.09% 88.29%
Number of salaries quoted 2993 2530 3104
Cambridgeshire median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +5.88%
10th Percentile £27,500 £26,250 £27,500
90th Percentile £71,250 £66,250 £63,750
East of England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +4.65%

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 6 months to 22 November 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 6 months to 22 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge -29 83 £48,000 -4.95% 11
Peterborough - 3 £27,000 -
Visualisation
East of England

For the 6 months to 22 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 Cambridgeshire region with a requirement for Visualisation.

1 80 (87.91%) Data Visualisation
2 51 (56.04%) CSS
3 48 (52.75%) HTML
4 45 (49.45%) Degree
5 41 (45.05%) JavaScript
6 40 (43.96%) Software Engineering
7 36 (39.56%) Computer Science
8 30 (32.97%) Node.js
9 29 (31.87%) AngularJS
10 28 (30.77%) React
11 26 (28.57%) Python
12 25 (27.47%) User Experience
13 21 (23.08%) Microsoft
14 20 (21.98%) Algorithms
14 20 (21.98%) Machine Learning
15 19 (20.88%) Symantec
15 19 (20.88%) Cisco
15 19 (20.88%) PHP
16 18 (19.78%) Mathematics
17 17 (18.68%) Prototyping
17 17 (18.68%) Mobile App
18 16 (17.58%) Geospatial Data
18 16 (17.58%) Wireframes
18 16 (17.58%) Physics
18 16 (17.58%) Photoshop
19 15 (16.48%) Data Analysis
20 13 (14.29%) Statistics
20 13 (14.29%) Rapid Prototyping
20 13 (14.29%) Big Data
21 12 (13.19%) Relational Database

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 8 (8.79%) Apache Spark
2 6 (6.59%) Elasticsearch
3 3 (3.30%) NServiceBus
4 2 (2.20%) Exchange Server 2013
4 2 (2.20%) MS Exchange
5 1 (1.10%) SAS
Applications
1 16 (17.58%) Photoshop
2 1 (1.10%) Microsoft Excel
2 1 (1.10%) SOLIDWORKS
Cloud Services
1 7 (7.69%) Microsoft Azure
2 3 (3.30%) Amazon AWS
3 2 (2.20%) Office 365
4 1 (1.10%) Azure Data Factory
4 1 (1.10%) SaaS
Communications & Networking
1 3 (3.30%) Internet
2 2 (2.20%) Firewall
2 2 (2.20%) VoIP
Database & Business Intelligence
1 16 (17.58%) Geospatial Data
2 13 (14.29%) Big Data
3 12 (13.19%) RDBMS
3 12 (13.19%) Relational Database
4 8 (8.79%) Hadoop
5 4 (4.40%) NoSQL
6 3 (3.30%) MongoDB
6 3 (3.30%) Neo4j
6 3 (3.30%) Redis
6 3 (3.30%) SQL Server
7 1 (1.10%) Apache Hive
7 1 (1.10%) Data Lake
7 1 (1.10%) Data Mining
7 1 (1.10%) Power BI
7 1 (1.10%) Text Mining
Development Applications
1 5 (5.49%) Git (software)
2 3 (3.30%) PhantomJS
2 3 (3.30%) Selenium
3 2 (2.20%) Visual Studio
4 1 (1.10%) Axure RP
4 1 (1.10%) Balsamiq Mockups
General
1 2 (2.20%) Marketing
2 1 (1.10%) Advertising
2 1 (1.10%) Finance
2 1 (1.10%) Local Government
Job Titles
1 31 (34.07%) Developer
2 23 (25.27%) Data Scientist
3 21 (23.08%) Full Stack Developer
4 19 (20.88%) Angular Developer
4 19 (20.88%) JavaScript Developer
4 19 (20.88%) Node.js Developer
5 16 (17.58%) Designer
5 16 (17.58%) Mobile Designer
5 16 (17.58%) Mobile UX Designer
5 16 (17.58%) UX Designer
5 16 (17.58%) Web Applications Designer
5 16 (17.58%) Web Designer
6 5 (5.49%) Data Visualisation Expert
6 5 (5.49%) Machine Learning Scientist
7 4 (4.40%) Analyst
7 4 (4.40%) Python Developer
7 4 (4.40%) Software Developer
8 3 (3.30%) Architect
8 3 (3.30%) Graduate
8 3 (3.30%) Technical Architect
Libraries, Frameworks & Software Standards
1 51 (56.04%) CSS
2 48 (52.75%) HTML
3 30 (32.97%) Node.js
4 29 (31.87%) AngularJS
5 28 (30.77%) React
6 6 (6.59%) .NET
6 6 (6.59%) WCF
6 6 (6.59%) Web Services
6 6 (6.59%) WPF
7 5 (5.49%) HTML5
7 5 (5.49%) NumPy
7 5 (5.49%) Pandas
8 4 (4.40%) D3.js
8 4 (4.40%) Natural Language Processing
8 4 (4.40%) SciPy
8 4 (4.40%) TensorFlow
9 3 (3.30%) ASP.NET MVC
9 3 (3.30%) KnockoutJS
9 3 (3.30%) ServiceStack
9 3 (3.30%) SignalR
Miscellaneous
1 36 (39.56%) Computer Science
2 25 (27.47%) User Experience
3 20 (21.98%) Algorithms
4 17 (18.68%) Mobile App
5 12 (13.19%) Life Science
6 10 (10.99%) Analytical Skills
7 9 (9.89%) Linux Command Line
8 6 (6.59%) Data Structures
9 3 (3.30%) 3D Graphics
9 3 (3.30%) Clustering
9 3 (3.30%) Social Media
9 3 (3.30%) Social Network
10 1 (1.10%) Animation
10 1 (1.10%) Graphic Design
10 1 (1.10%) Greenfield Project
10 1 (1.10%) Grid Computing
Operating Systems
1 10 (10.99%) Linux
2 7 (7.69%) Windows
3 2 (2.20%) Windows Server
3 2 (2.20%) Windows Server 2012
Processes & Methodologies
1 80 (87.91%) Data Visualisation
2 40 (43.96%) Software Engineering
3 20 (21.98%) Machine Learning
4 18 (19.78%) Mathematics
5 17 (18.68%) Prototyping
6 16 (17.58%) Physics
6 16 (17.58%) Wireframes
7 15 (16.48%) Data Analysis
8 13 (14.29%) Rapid Prototyping
8 13 (14.29%) Statistics
9 10 (10.99%) Agile Software Development
10 9 (9.89%) Data Munging
11 7 (7.69%) Analytics
11 7 (7.69%) SDLC
12 6 (6.59%) Scrum
12 6 (6.59%) Web Development
13 5 (5.49%) Data Transformation
13 5 (5.49%) OO
13 5 (5.49%) OOD
14 4 (4.40%) Front End Development
Programming Languages
1 41 (45.05%) JavaScript
2 26 (28.57%) Python
3 19 (20.88%) PHP
4 8 (8.79%) C#
5 7 (7.69%) Java
6 6 (6.59%) SQL
7 5 (5.49%) C++
7 5 (5.49%) MATLAB
7 5 (5.49%) R
7 5 (5.49%) Scala
8 3 (3.30%) C
9 1 (1.10%) Lua
9 1 (1.10%) Perl
Qualifications
1 45 (49.45%) Degree
2 10 (10.99%) PhD
3 3 (3.30%) Security Cleared
4 2 (2.20%) Computer Science Degree
5 1 (1.10%) Postgraduate
System Software
1 3 (3.30%) Docker
2 2 (2.20%) Active Directory
2 2 (2.20%) Hyper-V
Vendors
1 21 (23.08%) Microsoft
2 19 (20.88%) Cisco
2 19 (20.88%) Symantec
3 2 (2.20%) Tableau
4 1 (1.10%) Cloudera
4 1 (1.10%) Hortonworks