Period
to 16 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Cambridge with a requirement for Prototyping skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Prototyping over the 6 months to 16 November 2018 with a comparison to the same period in the previous 2 years.

Prototyping
Cambridgeshire > Cambridge
6 months to
16 Nov 2018
Same period 2017 Same period 2016
Rank 118 141 121
Rank change year-on-year +23 -20 +11
Permanent jobs citing Prototyping 23 42 32
As % of all permanent IT jobs advertised in Cambridge 1.10% 1.39% 1.39%
As % of the Processes & Methodologies category 1.18% 1.47% 1.54%
Number of salaries quoted 21 37 19
Cambridge median annual salary £52,500 £35,000 £50,000
Median salary % change year-on-year +50.00% -30.00% +11.11%
10th Percentile £36,250 £29,000 £33,750
90th Percentile £67,500 £72,500 £62,500
Cambridgeshire median annual salary £50,000 £42,500 £50,000
% change year-on-year +17.65% -15.00% +11.11%

Prototyping 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 1,945 2,852 2,081
As % of all permanent IT jobs advertised in Cambridge 93.42% 94.13% 90.68%
Number of salaries quoted 1,518 2,173 1,710
Cambridge median annual salary £50,000 £50,000 £45,000
Median salary % change year-on-year - +11.11% -
10th Percentile £30,000 £29,000 £26,250
90th Percentile £72,500 £72,500 £67,500
Cambridgeshire median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +1.12%

Prototyping
Job Vacancy Trend in Cambridge

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

Job vacancy trend for Prototyping in Cambridge

Prototyping
Salary Trend in Cambridge

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

Salary trend for Prototyping in Cambridge

Prototyping
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Prototyping in Cambridge over the 6 months to 16 November 2018.

Salary histogram for Prototyping in Cambridge

For the 6 months to 16 November 2018, IT jobs citing Prototyping also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Cambridge region with a requirement for Prototyping.

1 11 (47.83%) C++
1 11 (47.83%) Linux
2 8 (34.78%) Java
2 8 (34.78%) Agile Software Development
3 7 (30.43%) Scrum
3 7 (30.43%) C
4 6 (26.09%) JavaScript
4 6 (26.09%) Degree
4 6 (26.09%) Android
5 5 (21.74%) Multithreading
5 5 (21.74%) Web Services
5 5 (21.74%) OO
5 5 (21.74%) Assembly Language
5 5 (21.74%) Software Engineering
5 5 (21.74%) Smartphone
5 5 (21.74%) Collaborative Working
6 4 (17.39%) Mathematics
6 4 (17.39%) Python
6 4 (17.39%) C#
7 3 (13.04%) 802.11
7 3 (13.04%) CSS
7 3 (13.04%) Embedded C++
7 3 (13.04%) Ethernet
7 3 (13.04%) Wi-Fi
7 3 (13.04%) Wireless
7 3 (13.04%) Computer Science
7 3 (13.04%) Embedded Linux
7 3 (13.04%) Test Automation
7 3 (13.04%) REST
7 3 (13.04%) Embedded Systems

Prototyping
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 2 (8.70%) OpenStack
1 2 (8.70%) SharePoint
1 2 (8.70%) SharePoint 2013
2 1 (4.35%) Apache Spark
2 1 (4.35%) WordPress
Applications
1 1 (4.35%) InVision
Cloud Services
1 2 (8.70%) GitHub
1 2 (8.70%) Office 365
2 1 (4.35%) Amazon AWS
Communications & Networking
1 3 (13.04%) 802.11
1 3 (13.04%) Ethernet
1 3 (13.04%) Wi-Fi
1 3 (13.04%) Wireless
2 1 (4.35%) Bluetooth
2 1 (4.35%) SMS
Database & Business Intelligence
1 2 (8.70%) MongoDB
1 2 (8.70%) MySQL
1 2 (8.70%) NoSQL
1 2 (8.70%) PostgreSQL
1 2 (8.70%) SQL Server
2 1 (4.35%) Big Data
2 1 (4.35%) Hadoop
Development Applications
1 2 (8.70%) Git (software)
General
1 2 (8.70%) Electronics
1 2 (8.70%) Games
2 1 (4.35%) Finance
2 1 (4.35%) German Language
2 1 (4.35%) Marketing
Job Titles
1 5 (21.74%) Consultant
2 4 (17.39%) C++ Consultant
2 4 (17.39%) C++ Software Engineer
2 4 (17.39%) Embedded Engineer
2 4 (17.39%) Software Engineer
2 4 (17.39%) Technical Consultant
3 3 (13.04%) Android Consultant
3 3 (13.04%) Embedded C++ Engineer
3 3 (13.04%) Embedded C++ Software Engineer
3 3 (13.04%) Embedded Software Engineer
3 3 (13.04%) Linux Consultant
3 3 (13.04%) Senior Manager
3 3 (13.04%) Wireless Engineer
4 2 (8.70%) Applications Engineer
4 2 (8.70%) Data Scientist
4 2 (8.70%) Designer
4 2 (8.70%) Developer
4 2 (8.70%) SharePoint Developer
4 2 (8.70%) Software Manager
4 2 (8.70%) UX Designer
Libraries, Frameworks & Software Standards
1 5 (21.74%) Web Services
2 3 (13.04%) 802.1X
2 3 (13.04%) CSS
2 3 (13.04%) REST
3 2 (8.70%) .NET
3 2 (8.70%) HTML
3 2 (8.70%) HTML5
3 2 (8.70%) jQuery
3 2 (8.70%) LINQ
3 2 (8.70%) RabbitMQ
3 2 (8.70%) RESTful
3 2 (8.70%) XML
3 2 (8.70%) XSLT
4 1 (4.35%) AngularJS
4 1 (4.35%) Keras
4 1 (4.35%) Node.js
4 1 (4.35%) NumPy
4 1 (4.35%) Qt
4 1 (4.35%) SciPy
4 1 (4.35%) Vue.js
Miscellaneous
1 5 (21.74%) Smartphone
2 3 (13.04%) Computer Science
2 3 (13.04%) Embedded Systems
3 2 (8.70%) Infotainment
3 2 (8.70%) Life Science
3 2 (8.70%) Private Cloud
3 2 (8.70%) User Experience
4 1 (4.35%) 3D Graphics
4 1 (4.35%) Algorithms
4 1 (4.35%) Biotechnology
4 1 (4.35%) Device Driver
4 1 (4.35%) Driving Licence
4 1 (4.35%) Enterprise Software
4 1 (4.35%) NHS
Operating Systems
1 11 (47.83%) Linux
2 6 (26.09%) Android
3 3 (13.04%) Embedded Linux
4 2 (8.70%) Ubuntu
5 1 (4.35%) Apple iOS
5 1 (4.35%) FreeRTOS
5 1 (4.35%) Windows
Processes & Methodologies
1 8 (34.78%) Agile Software Development
2 7 (30.43%) Scrum
3 5 (21.74%) Collaborative Working
3 5 (21.74%) Multithreading
3 5 (21.74%) OO
3 5 (21.74%) Software Engineering
4 4 (17.39%) Mathematics
5 3 (13.04%) Test Automation
6 2 (8.70%) Coaching
6 2 (8.70%) Data Science
6 2 (8.70%) Machine Learning
6 2 (8.70%) Mentoring
6 2 (8.70%) Microservices
6 2 (8.70%) Open Source
6 2 (8.70%) Process Improvement
6 2 (8.70%) Rapid Prototyping
6 2 (8.70%) SDLC
6 2 (8.70%) Systems Thinking
6 2 (8.70%) User Stories
6 2 (8.70%) Visualisation
Programming Languages
1 11 (47.83%) C++
2 8 (34.78%) Java
3 7 (30.43%) C
4 6 (26.09%) JavaScript
5 5 (21.74%) Assembly Language
6 4 (17.39%) C#
6 4 (17.39%) Python
7 3 (13.04%) Embedded C++
8 2 (8.70%) PowerShell
8 2 (8.70%) Ruby
9 1 (4.35%) Embedded C
9 1 (4.35%) MATLAB
Qualifications
1 6 (26.09%) Degree
2 2 (8.70%) PhD
3 1 (4.35%) Computer Science Degree
3 1 (4.35%) Master's Degree
Quality Assurance & Compliance
1 1 (4.35%) ISO 13485
Systems Management
1 2 (8.70%) Ansible
1 2 (8.70%) Packer
1 2 (8.70%) Terraform
Vendors
1 1 (4.35%) Adobe
1 1 (4.35%) QNX
1 1 (4.35%) Wind River