Period
to 13 December 2017

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 13 December 2017 with a comparison to the same period in the previous 2 years.

Prototyping
Cambridgeshire > Cambridge
6 months to
13 Dec 2017
Same period 2016 Same period 2015
Rank 132 106 133
Rank change year-on-year -26 +27 -10
Permanent jobs citing Prototyping 51 36 29
As % of all permanent IT jobs advertised in Cambridge 1.60% 1.55% 1.02%
As % of the Processes & Methodologies category 1.71% 1.73% 1.14%
Number of salaries quoted 42 24 19
Cambridge median annual salary £35,000 £50,000 £45,000
Median salary % change year-on-year -30.00% +11.11% +50.00%
10th Percentile £29,000 £28,750 £40,000
90th Percentile £71,750 £60,000 £50,250
Cambridgeshire median annual salary £42,500 £50,000 £45,000
% change year-on-year -15.00% +11.11% +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 2985 2078 2539
As % of all permanent IT jobs advertised in Cambridge 93.43% 89.61% 89.18%
Number of salaries quoted 2248 1717 2179
Cambridge median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - +9.76%
10th Percentile £29,481 £26,250 £29,950
90th Percentile £71,250 £67,500 £65,000
Cambridgeshire median annual salary £47,500 £45,000 £44,500
% change year-on-year +5.56% +1.12% +5.95%

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 13 December 2017.

Salary histogram for Prototyping in Cambridge

For the 6 months to 13 December 2017, IT jobs citing Prototyping 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 Cambridge region with a requirement for Prototyping.

1 31 (60.78%) Software Engineering
1 31 (60.78%) Degree
2 25 (49.02%) C++
3 24 (47.06%) Windows
3 24 (47.06%) Linux
4 23 (45.10%) Python
5 18 (35.29%) SDLC
6 17 (33.33%) Visualisation
7 16 (31.37%) Data Visualisation
8 15 (29.41%) CSS
9 13 (25.49%) Rapid Prototyping
9 13 (25.49%) Open Source
9 13 (25.49%) Pharmaceutical
9 13 (25.49%) C
9 13 (25.49%) Wireframes
10 12 (23.53%) Geospatial Data
10 12 (23.53%) HTML
10 12 (23.53%) Photoshop
10 12 (23.53%) Mobile App
10 12 (23.53%) User Experience
11 9 (17.65%) Mentoring
11 9 (17.65%) Agile Software Development
12 7 (13.73%) Electronics
12 7 (13.73%) Validation
12 7 (13.73%) PhD
12 7 (13.73%) CAD
13 6 (11.76%) Machine Learning
13 6 (11.76%) Embedded Systems
13 6 (11.76%) Algorithms
14 5 (9.80%) Smart Home

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 (5.88%) Elasticsearch
2 1 (1.96%) Apache Spark
Applications
1 12 (23.53%) Photoshop
2 2 (3.92%) SOLIDWORKS
Communications & Networking
1 5 (9.80%) Internet
2 4 (7.84%) Ethernet
2 4 (7.84%) Wireless
3 2 (3.92%) Bluetooth
Database & Business Intelligence
1 12 (23.53%) Geospatial Data
2 3 (5.88%) MongoDB
2 3 (5.88%) RDBMS
2 3 (5.88%) Redis
2 3 (5.88%) Relational Database
3 1 (1.96%) Big Data
3 1 (1.96%) Hadoop
Development Applications
1 3 (5.88%) Git (software)
General
1 13 (25.49%) Pharmaceutical
2 7 (13.73%) Electronics
3 5 (9.80%) Manufacturing
3 5 (9.80%) Marketing
4 1 (1.96%) Automotive
4 1 (1.96%) Finance
4 1 (1.96%) Telecoms
Job Titles
1 16 (31.37%) Developer
2 14 (27.45%) Graduate
2 14 (27.45%) Graduate Software Engineer
2 14 (27.45%) Software Engineer
3 13 (25.49%) C++ Developer
3 13 (25.49%) C++ Software Developer
3 13 (25.49%) C++ Software Engineer
3 13 (25.49%) Developer/Software Engineer
3 13 (25.49%) Graduate C++ Developer
3 13 (25.49%) Graduate C++ Software Developer
3 13 (25.49%) Graduate C++ Software Engineer
3 13 (25.49%) Graduate Developer
3 13 (25.49%) Graduate Software Developer
3 13 (25.49%) Software Developer
4 12 (23.53%) Designer
4 12 (23.53%) Mobile Designer
4 12 (23.53%) Mobile UX Designer
4 12 (23.53%) UX Designer
4 12 (23.53%) Web Applications Designer
4 12 (23.53%) Web Designer
Libraries, Frameworks & Software Standards
1 15 (29.41%) CSS
2 12 (23.53%) HTML
3 4 (7.84%) NumPy
3 4 (7.84%) Pandas
3 4 (7.84%) SciPy
4 3 (5.88%) AngularJS
4 3 (5.88%) Flask
4 3 (5.88%) React
5 1 (1.96%) Keras
5 1 (1.96%) scikit-learn
Miscellaneous
1 12 (23.53%) Mobile App
1 12 (23.53%) User Experience
2 6 (11.76%) Algorithms
2 6 (11.76%) Embedded Systems
3 5 (9.80%) Internet of Things
3 5 (9.80%) Smart Home
4 3 (5.88%) Computer Science
4 3 (5.88%) Life Science
5 2 (3.92%) 3D Graphics
5 2 (3.92%) Biotechnology
5 2 (3.92%) Device Driver
5 2 (3.92%) Field-Programmable Gate Array
6 1 (1.96%) 3D Printing
6 1 (1.96%) Analytical Skills
6 1 (1.96%) Driving Licence
6 1 (1.96%) VHDL
Operating Systems
1 24 (47.06%) Linux
1 24 (47.06%) Windows
2 5 (9.80%) Unix
3 2 (3.92%) Android
3 2 (3.92%) Apple iOS
Processes & Methodologies
1 31 (60.78%) Software Engineering
2 18 (35.29%) SDLC
3 17 (33.33%) Visualisation
4 16 (31.37%) Data Visualisation
5 13 (25.49%) Open Source
5 13 (25.49%) Rapid Prototyping
5 13 (25.49%) Wireframes
6 9 (17.65%) Agile Software Development
6 9 (17.65%) Mentoring
7 7 (13.73%) CAD
7 7 (13.73%) Validation
8 6 (11.76%) Machine Learning
9 5 (9.80%) Scrum
9 5 (9.80%) Test Automation
10 4 (7.84%) Mathematics
11 3 (5.88%) Data Analysis
11 3 (5.88%) OO
11 3 (5.88%) Project Management
11 3 (5.88%) QMS
11 3 (5.88%) Quality Management
Programming Languages
1 25 (49.02%) C++
2 23 (45.10%) Python
3 13 (25.49%) C
4 5 (9.80%) Bash Shell
5 4 (7.84%) Embedded C++
6 3 (5.88%) C#
6 3 (5.88%) JavaScript
7 2 (3.92%) Assembly Language
7 2 (3.92%) Java
8 1 (1.96%) Embedded C
Qualifications
1 31 (60.78%) Degree
2 7 (13.73%) PhD
3 2 (3.92%) Computer Science Degree
Quality Assurance & Compliance
1 3 (5.88%) ISO 13485
System Software
1 3 (5.88%) Docker
Vendors
1 2 (3.92%) QNX
1 2 (3.92%) Wind River
2 1 (1.96%) EMC
2 1 (1.96%) SAP