Period
to 21 May 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 21 May 2018 with a comparison to the same period in the previous 2 years.

Prototyping
Cambridgeshire > Cambridge
6 months to
21 May 2018
Same period 2017 Same period 2016
Rank 153 140 120
Rank change year-on-year -13 -20 +20
Permanent jobs citing Prototyping 28 25 44
As % of all permanent IT jobs advertised in Cambridge 0.91% 0.99% 1.60%
As % of the Processes & Methodologies category 0.96% 1.08% 1.75%
Number of salaries quoted 9 21 28
Cambridge median annual salary £55,000 £40,000 £30,000
Median salary % change year-on-year +37.50% +33.33% -
10th Percentile £28,700 £27,500 £29,700
90th Percentile £68,500 £60,000 £45,000
Cambridgeshire median annual salary £60,000 £39,000 £30,000
% change year-on-year +53.85% +30.00% -

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 2,910 2,306 2,511
As % of all permanent IT jobs advertised in Cambridge 94.48% 91.11% 91.34%
Number of salaries quoted 1,931 1,792 1,965
Cambridge median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +5.88%
10th Percentile £29,500 £27,500 £28,750
90th Percentile £67,500 £67,500 £65,000
Cambridgeshire median annual salary £46,500 £45,000 £43,000
% change year-on-year +3.33% +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 21 May 2018.

Salary histogram for Prototyping in Cambridge

For the 6 months to 21 May 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 25 (89.29%) C++
2 22 (78.57%) Degree
3 19 (67.86%) Software Engineering
4 15 (53.57%) Windows
4 15 (53.57%) Linux
4 15 (53.57%) Problem-Solving
5 13 (46.43%) SDLC
6 12 (42.86%) C
7 9 (32.14%) Python
8 8 (28.57%) CAD
8 8 (28.57%) PLM
8 8 (28.57%) Machine Learning
9 7 (25.00%) Agile Software Development
10 6 (21.43%) Mentoring
11 5 (17.86%) Algorithms
11 5 (17.86%) scikit-learn
11 5 (17.86%) Embedded Systems
11 5 (17.86%) Bash Shell
11 5 (17.86%) Unix
11 5 (17.86%) Ethernet
11 5 (17.86%) Embedded C++
11 5 (17.86%) Wireless
11 5 (17.86%) Test Automation
11 5 (17.86%) Mathematics
11 5 (17.86%) Marketing
12 4 (14.29%) Neural Network
12 4 (14.29%) Code Optimisation
12 4 (14.29%) Theano
12 4 (14.29%) Torch
12 4 (14.29%) Decision Tree

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 1 (3.57%) Apache Spark
Applications
1 4 (14.29%) Weka
Communications & Networking
1 5 (17.86%) Ethernet
1 5 (17.86%) Wireless
2 2 (7.14%) Bluetooth
2 2 (7.14%) TCP/IP
3 1 (3.57%) Internet
3 1 (3.57%) SMS
Database & Business Intelligence
1 1 (3.57%) Big Data
1 1 (3.57%) Hadoop
General
1 5 (17.86%) Marketing
2 3 (10.71%) Pharmaceutical
3 2 (7.14%) Electronics
Job Titles
1 13 (46.43%) Software Engineer
2 12 (42.86%) C++ Software Engineer
3 11 (39.29%) C++ Developer
3 11 (39.29%) C++ Software Developer
3 11 (39.29%) Developer
3 11 (39.29%) Developer/Software Engineer
3 11 (39.29%) Software Developer
4 8 (28.57%) 3D CAD Engineer
4 8 (28.57%) 3D Developer
4 8 (28.57%) 3D Software Engineer
4 8 (28.57%) CAD Developer
4 8 (28.57%) CAD Engineer
5 6 (21.43%) Graduate
5 6 (21.43%) Graduate Software Engineer
6 5 (17.86%) Embedded Engineer
6 5 (17.86%) Graduate C++ Developer
6 5 (17.86%) Graduate C++ Software Developer
6 5 (17.86%) Graduate Developer
6 5 (17.86%) Graduate Software Developer
6 5 (17.86%) Junior
Libraries, Frameworks & Software Standards
1 5 (17.86%) scikit-learn
2 4 (14.29%) TensorFlow
2 4 (14.29%) Theano
2 4 (14.29%) Torch
3 2 (7.14%) CSS
3 2 (7.14%) HTML
3 2 (7.14%) STL
4 1 (3.57%) Keras
4 1 (3.57%) NumPy
4 1 (3.57%) Pandas
4 1 (3.57%) SciPy
Miscellaneous
1 5 (17.86%) Algorithms
1 5 (17.86%) Embedded Systems
2 4 (14.29%) CUDA
3 3 (10.71%) Computer Science
4 2 (7.14%) 3D Graphics
4 2 (7.14%) Biotechnology
4 2 (7.14%) Device Driver
4 2 (7.14%) User Experience
5 1 (3.57%) Internet of Things
5 1 (3.57%) Smart Home
Operating Systems
1 15 (53.57%) Linux
1 15 (53.57%) Windows
2 5 (17.86%) Unix
3 2 (7.14%) Android
3 2 (7.14%) Apple iOS
3 2 (7.14%) FreeRTOS
Processes & Methodologies
1 19 (67.86%) Software Engineering
2 15 (53.57%) Problem-Solving
3 13 (46.43%) SDLC
4 8 (28.57%) CAD
4 8 (28.57%) Machine Learning
4 8 (28.57%) PLM
5 7 (25.00%) Agile Software Development
6 6 (21.43%) Mentoring
7 5 (17.86%) Mathematics
7 5 (17.86%) Test Automation
8 4 (14.29%) Code Optimisation
8 4 (14.29%) Decision Tree
8 4 (14.29%) Digital Signal Processing
8 4 (14.29%) Hidden Markov Model
8 4 (14.29%) Neural Network
8 4 (14.29%) Signal Processing
9 3 (10.71%) Artificial Intelligence
9 3 (10.71%) Open Source
10 2 (7.14%) Cryptography
10 2 (7.14%) Scrum
Programming Languages
1 25 (89.29%) C++
2 12 (42.86%) C
3 9 (32.14%) Python
4 5 (17.86%) Bash Shell
4 5 (17.86%) Embedded C++
5 2 (7.14%) Assembly Language
5 2 (7.14%) C#
5 2 (7.14%) Java
Qualifications
1 22 (78.57%) Degree
2 4 (14.29%) Master's Degree
3 2 (7.14%) Computer Science Degree
3 2 (7.14%) PhD
Quality Assurance & Compliance
1 2 (7.14%) ISO 13485
Vendors
1 2 (7.14%) QNX
1 2 (7.14%) Wind River