Period
to 19 August 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 19 August 2018 with a comparison to the same period in the previous 2 years.

Prototyping
Cambridgeshire > Cambridge
6 months to
19 Aug 2018
Same period 2017 Same period 2016
Rank 140 157 109
Rank change year-on-year +17 -48 +33
Permanent jobs citing Prototyping 19 18 46
As % of all permanent IT jobs advertised in Cambridge 0.74% 0.67% 1.88%
As % of the Processes & Methodologies category 0.78% 0.72% 2.08%
Number of salaries quoted 10 15 27
Cambridge median annual salary £52,500 £35,000 £32,500
Median salary % change year-on-year +50.00% +7.69% -27.78%
10th Percentile £32,875 £32,500 £30,000
90th Percentile £74,500 £58,000 £60,000
Cambridgeshire median annual salary £40,000 £35,000 £32,500
% change year-on-year +14.29% +7.69% -27.78%

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 2,423 2,483 2,214
As % of all permanent IT jobs advertised in Cambridge 94.61% 91.76% 90.59%
Number of salaries quoted 1,633 1,888 1,800
Cambridge median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +1.12%
10th Percentile £27,500 £27,500 £26,750
90th Percentile £70,000 £71,250 £67,500
Cambridgeshire median annual salary £45,070 £45,000 £45,000
% change year-on-year +0.15% - +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 19 August 2018.

Salary histogram for Prototyping in Cambridge

For the 6 months to 19 August 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 14 (73.68%) Degree
2 11 (57.89%) C++
3 10 (52.63%) Software Engineering
3 10 (52.63%) SDLC
4 9 (47.37%) Problem-Solving
4 9 (47.37%) PLM
4 9 (47.37%) CAD
5 4 (21.05%) Machine Learning
5 4 (21.05%) Mathematics
5 4 (21.05%) Computer Science
5 4 (21.05%) JavaScript
6 3 (15.79%) Python
6 3 (15.79%) PhD
6 3 (15.79%) C
6 3 (15.79%) C#
6 3 (15.79%) CSS
6 3 (15.79%) Visualisation
6 3 (15.79%) Rapid Prototyping
6 3 (15.79%) REST
7 2 (10.53%) scikit-learn
7 2 (10.53%) Keras
7 2 (10.53%) Backtesting
7 2 (10.53%) Data Science
7 2 (10.53%) Hadoop
7 2 (10.53%) HTML5
7 2 (10.53%) SciPy
7 2 (10.53%) NumPy
7 2 (10.53%) Office 365
7 2 (10.53%) Big Data
7 2 (10.53%) Data Analytics

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 (10.53%) Apache Spark
1 2 (10.53%) SharePoint
1 2 (10.53%) SharePoint 2013
2 1 (5.26%) WordPress
Applications
1 1 (5.26%) InVision
Cloud Services
1 2 (10.53%) Office 365
2 1 (5.26%) Amazon AWS
Communications & Networking
1 2 (10.53%) SMS
2 1 (5.26%) Bluetooth
2 1 (5.26%) Internet
Database & Business Intelligence
1 2 (10.53%) Big Data
1 2 (10.53%) Hadoop
1 2 (10.53%) SQL Server
General
1 2 (10.53%) Electronics
2 1 (5.26%) Finance
2 1 (5.26%) Marketing
Job Titles
1 10 (52.63%) Developer
2 9 (47.37%) 3D CAD Engineer
2 9 (47.37%) 3D Software Engineer
2 9 (47.37%) C++ Software Engineer
2 9 (47.37%) CAD Engineer
2 9 (47.37%) Software Engineer
3 8 (42.11%) 3D Developer
3 8 (42.11%) C++ Developer
3 8 (42.11%) C++ Software Developer
3 8 (42.11%) CAD Developer
3 8 (42.11%) Developer/Software Engineer
3 8 (42.11%) Software Developer
4 2 (10.53%) Graduate
4 2 (10.53%) Graduate C++ Developer
4 2 (10.53%) Graduate C++ Software Developer
4 2 (10.53%) Graduate C++ Software Engineer
4 2 (10.53%) Graduate Developer
4 2 (10.53%) Graduate Software Developer
4 2 (10.53%) Graduate Software Engineer
4 2 (10.53%) SharePoint Developer
Libraries, Frameworks & Software Standards
1 3 (15.79%) CSS
1 3 (15.79%) REST
2 2 (10.53%) .NET
2 2 (10.53%) HTML
2 2 (10.53%) HTML5
2 2 (10.53%) jQuery
2 2 (10.53%) Keras
2 2 (10.53%) LINQ
2 2 (10.53%) NumPy
2 2 (10.53%) Pandas
2 2 (10.53%) scikit-learn
2 2 (10.53%) SciPy
2 2 (10.53%) Web Services
2 2 (10.53%) XML
2 2 (10.53%) XSLT
3 1 (5.26%) AngularJS
3 1 (5.26%) Node.js
3 1 (5.26%) Vue.js
Miscellaneous
1 4 (21.05%) Computer Science
2 1 (5.26%) 3D Graphics
2 1 (5.26%) Algorithms
2 1 (5.26%) Biotechnology
2 1 (5.26%) Device Driver
2 1 (5.26%) Driving Licence
2 1 (5.26%) Internet of Things
2 1 (5.26%) Smart Home
2 1 (5.26%) User Experience
Operating Systems
1 2 (10.53%) Linux
1 2 (10.53%) Windows
2 1 (5.26%) Android
2 1 (5.26%) Apple iOS
2 1 (5.26%) FreeRTOS
2 1 (5.26%) Unix
Processes & Methodologies
1 10 (52.63%) SDLC
1 10 (52.63%) Software Engineering
2 9 (47.37%) CAD
2 9 (47.37%) PLM
2 9 (47.37%) Problem-Solving
3 4 (21.05%) Machine Learning
3 4 (21.05%) Mathematics
4 3 (15.79%) Rapid Prototyping
4 3 (15.79%) Visualisation
5 2 (10.53%) Analytics
5 2 (10.53%) Artificial Intelligence
5 2 (10.53%) Backtesting
5 2 (10.53%) Data Analytics
5 2 (10.53%) Data Management
5 2 (10.53%) Data Science
5 2 (10.53%) Data Visualisation
5 2 (10.53%) Numerical Analysis
5 2 (10.53%) Operations Research
5 2 (10.53%) Physics
5 2 (10.53%) Stochastic Modelling
Programming Languages
1 11 (57.89%) C++
2 4 (21.05%) JavaScript
3 3 (15.79%) C
3 3 (15.79%) C#
3 3 (15.79%) Python
4 2 (10.53%) Assembly Language
4 2 (10.53%) PowerShell
5 1 (5.26%) Bash Shell
5 1 (5.26%) Embedded C
5 1 (5.26%) Java
5 1 (5.26%) MATLAB
Qualifications
1 14 (73.68%) Degree
2 3 (15.79%) PhD
3 1 (5.26%) Computer Science Degree
Quality Assurance & Compliance
1 1 (5.26%) ISO 13485
Vendors
1 1 (5.26%) Adobe
1 1 (5.26%) QNX
1 1 (5.26%) Wind River