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

Prototyping
Cambridgeshire > Cambridge
6 months to
19 Feb 2018
Same period 2017 Same period 2016
Rank 130 122 127
Rank change year-on-year -8 +5 -3
Permanent jobs citing Prototyping 52 23 35
As % of all permanent IT jobs advertised in Cambridge 1.59% 1.03% 1.18%
As % of the Processes & Methodologies category 1.69% 1.14% 1.32%
Number of salaries quoted 36 22 21
Cambridge median annual salary £35,000 £45,000 £45,000
Median salary % change year-on-year -22.22% - +50.00%
10th Percentile £29,000 £27,500 £29,000
90th Percentile £72,500 £58,750 £50,000
Cambridgeshire median annual salary £52,500 £45,000 £45,000
% change year-on-year +16.67% - +50.00%

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 3,071 2,013 2,656
As % of all permanent IT jobs advertised in Cambridge 93.83% 90.39% 89.46%
Number of salaries quoted 2,244 1,664 2,162
Cambridge median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - +5.88%
10th Percentile £30,000 £26,250 £29,750
90th Percentile £71,250 £67,500 £65,000
Cambridgeshire median annual salary £50,000 £45,000 £43,000
% change year-on-year +11.11% +4.65% +1.18%

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 February 2018.

Salary histogram for Prototyping in Cambridge

For the 6 months to 19 February 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 38 (73.08%) Degree
2 32 (61.54%) C++
3 29 (55.77%) Windows
3 29 (55.77%) Linux
4 27 (51.92%) Software Engineering
5 26 (50.00%) Python
6 18 (34.62%) C
6 18 (34.62%) SDLC
7 13 (25.00%) Open Source
7 13 (25.00%) Pharmaceutical
8 11 (21.15%) CSS
8 11 (21.15%) Machine Learning
9 10 (19.23%) Mentoring
9 10 (19.23%) Algorithms
9 10 (19.23%) Visualisation
9 10 (19.23%) Agile Software Development
10 9 (17.31%) Unix
10 9 (17.31%) Bash Shell
10 9 (17.31%) Data Visualisation
10 9 (17.31%) Wireframes
11 8 (15.38%) User Experience
11 8 (15.38%) HTML
12 7 (13.46%) CAD
12 7 (13.46%) Embedded Systems
13 6 (11.54%) Mobile App
13 6 (11.54%) Signal Processing
13 6 (11.54%) Test Automation
13 6 (11.54%) Rapid Prototyping
13 6 (11.54%) Validation
13 6 (11.54%) Electronics

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 3 (5.77%) Elasticsearch
Applications
1 6 (11.54%) Photoshop
2 4 (7.69%) Weka
3 2 (3.85%) SOLIDWORKS
Communications & Networking
1 5 (9.62%) Ethernet
1 5 (9.62%) Internet
1 5 (9.62%) Wireless
2 2 (3.85%) Bluetooth
2 2 (3.85%) TCP/IP
Database & Business Intelligence
1 6 (11.54%) Geospatial Data
2 3 (5.77%) MongoDB
2 3 (5.77%) RDBMS
2 3 (5.77%) Redis
2 3 (5.77%) Relational Database
Development Applications
1 3 (5.77%) Git (software)
General
1 13 (25.00%) Pharmaceutical
2 6 (11.54%) Electronics
3 5 (9.62%) Marketing
4 4 (7.69%) Manufacturing
5 1 (1.92%) Automotive
Job Titles
1 16 (30.77%) Developer
2 15 (28.85%) Software Engineer
3 14 (26.92%) C++ Software Engineer
3 14 (26.92%) Graduate
3 14 (26.92%) Graduate Software Engineer
4 13 (25.00%) C++ Developer
4 13 (25.00%) C++ Software Developer
4 13 (25.00%) Developer/Software Engineer
4 13 (25.00%) Graduate C++ Developer
4 13 (25.00%) Graduate C++ Software Developer
4 13 (25.00%) Graduate C++ Software Engineer
4 13 (25.00%) Graduate Developer
4 13 (25.00%) Graduate Software Developer
4 13 (25.00%) Software Developer
5 8 (15.38%) Designer
5 8 (15.38%) UX Designer
6 7 (13.46%) Design Engineer
7 6 (11.54%) Mobile Designer
7 6 (11.54%) Web Applications Designer
7 6 (11.54%) Web Designer
Libraries, Frameworks & Software Standards
1 11 (21.15%) CSS
2 8 (15.38%) HTML
3 4 (7.69%) scikit-learn
3 4 (7.69%) TensorFlow
3 4 (7.69%) Theano
3 4 (7.69%) Torch
4 3 (5.77%) AngularJS
4 3 (5.77%) Flask
4 3 (5.77%) NumPy
4 3 (5.77%) Pandas
4 3 (5.77%) React
4 3 (5.77%) SciPy
5 2 (3.85%) STL
Miscellaneous
1 10 (19.23%) Algorithms
2 8 (15.38%) User Experience
3 7 (13.46%) Embedded Systems
4 6 (11.54%) Mobile App
5 5 (9.62%) Internet of Things
5 5 (9.62%) Smart Home
6 4 (7.69%) CUDA
7 3 (5.77%) Life Science
8 2 (3.85%) 3D Graphics
8 2 (3.85%) Biotechnology
8 2 (3.85%) Computer Science
8 2 (3.85%) Device Driver
8 2 (3.85%) Field-Programmable Gate Array
9 1 (1.92%) 3D Printing
9 1 (1.92%) Analytical Skills
9 1 (1.92%) Driving Licence
9 1 (1.92%) VHDL
Operating Systems
1 29 (55.77%) Linux
1 29 (55.77%) Windows
2 9 (17.31%) Unix
3 2 (3.85%) Android
3 2 (3.85%) Apple iOS
3 2 (3.85%) FreeRTOS
Processes & Methodologies
1 27 (51.92%) Software Engineering
2 18 (34.62%) SDLC
3 13 (25.00%) Open Source
4 11 (21.15%) Machine Learning
5 10 (19.23%) Agile Software Development
5 10 (19.23%) Mentoring
5 10 (19.23%) Visualisation
6 9 (17.31%) Data Visualisation
6 9 (17.31%) Wireframes
7 7 (13.46%) CAD
8 6 (11.54%) Rapid Prototyping
8 6 (11.54%) Signal Processing
8 6 (11.54%) Test Automation
8 6 (11.54%) Validation
9 5 (9.62%) Mathematics
9 5 (9.62%) OO
9 5 (9.62%) Scrum
10 4 (7.69%) Digital Signal Processing
10 4 (7.69%) Hidden Markov Model
10 4 (7.69%) Neural Network
Programming Languages
1 32 (61.54%) C++
2 26 (50.00%) Python
3 18 (34.62%) C
4 9 (17.31%) Bash Shell
5 5 (9.62%) Embedded C++
6 3 (5.77%) C#
6 3 (5.77%) JavaScript
7 2 (3.85%) Assembly Language
7 2 (3.85%) Java
8 1 (1.92%) Embedded C
Qualifications
1 38 (73.08%) Degree
2 6 (11.54%) PhD
3 4 (7.69%) Master's Degree
4 2 (3.85%) Computer Science Degree
Quality Assurance & Compliance
1 3 (5.77%) ISO 13485
System Software
1 3 (5.77%) Docker
Vendors
1 2 (3.85%) QNX
1 2 (3.85%) Wind River