Period
to 21 January 2018

The table below looks at the prevalence of the term Robotics in permanent job vacancies advertised in Cambridge. Included is a benchmarking guide to the salaries offered in vacancies that have cited Robotics over the 6 months to 21 January 2018 with a comparison to the same period over the previous 2 years.

Robotics
Cambridgeshire > Cambridge
6 months to
21 Jan 2018
Same period 2017 Same period 2016
Rank 140 137 166
Rank change year-on-year -3 +29 -4
Permanent jobs citing Robotics 37 5 1
As % of all permanent IT jobs advertised in Cambridge 1.19% 0.23% 0.034%
As % of the Miscellaneous category 2.08% 0.44% 0.072%
Number of salaries quoted 2 5 1
Cambridge median annual salary £61,250 £18,000 £60,000
Median salary % change year-on-year +240.28% -70.00% +118.18%
Cambridgeshire median annual salary £57,500 £18,000 £60,000
% change year-on-year +219.44% -70.00% +118.18%

Robotics is in the Generic IT Skills 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 generic IT skills.

All Generic IT Skills
Cambridge
Permanent vacancies with a requirement for generic IT skills 1,778 1,133 1,381
As % of all permanent IT jobs advertised in Cambridge 57.13% 51.41% 47.02%
Number of salaries quoted 1,286 952 1,082
Cambridge median annual salary £50,000 £45,000 £42,500
Median salary % change year-on-year +11.11% +5.88% -
10th Percentile £29,875 £25,575 £27,500
90th Percentile £72,500 £67,500 £66,250
Cambridgeshire median annual salary £50,000 £45,000 £42,500
% change year-on-year +11.11% +5.88% -

Robotics
Job Vacancy Trend in Cambridge

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

Job vacancy trend for Robotics in Cambridge

Robotics
Salary Trend in Cambridge

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

Salary trend for Robotics in Cambridge

Robotics
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Robotics in Cambridge over the 6 months to 21 January 2018.

Salary histogram for Robotics in Cambridge

For the 6 months to 21 January 2018, IT jobs citing Robotics 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 Robotics.

1 31 (83.78%) Degree
1 31 (83.78%) Computer Science
2 22 (59.46%) Software Engineering
3 20 (54.05%) Mathematics
4 18 (48.65%) Python
5 17 (45.95%) C++
5 17 (45.95%) Machine Learning
6 16 (43.24%) Computer Vision
7 15 (40.54%) C
7 15 (40.54%) Neural Network
8 14 (37.84%) Electronics
8 14 (37.84%) Computer Science Degree
9 11 (29.73%) 3D Graphics
10 10 (27.03%) Image Processing
10 10 (27.03%) Probabilistic Modelling
10 10 (27.03%) SDLC
11 9 (24.32%) Artificial Intelligence
11 9 (24.32%) C#
11 9 (24.32%) Windows
11 9 (24.32%) Firmware
12 7 (18.92%) Mentoring
13 6 (16.22%) Algorithms
13 6 (16.22%) Convolutional Neural Network
13 6 (16.22%) Physics
14 5 (13.51%) Video Processing
14 5 (13.51%) Coaching
14 5 (13.51%) Big Data
14 5 (13.51%) Mechatronics
14 5 (13.51%) Signal Processing
14 5 (13.51%) Robotic Control

Robotics
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:

Applications
1 1 (2.70%) AutoCAD
1 1 (2.70%) SOLIDWORKS
Cloud Services
1 2 (5.41%) Amazon AWS
2 1 (2.70%) AWS CloudFormation
2 1 (2.70%) Google Cloud Platform
Communications & Networking
1 1 (2.70%) DHCP
1 1 (2.70%) DNS
1 1 (2.70%) OpenVPN
Database & Business Intelligence
1 5 (13.51%) Big Data
2 1 (2.70%) GIS
Development Applications
1 1 (2.70%) Git (software)
1 1 (2.70%) GitLab
1 1 (2.70%) Jenkins
General
1 14 (37.84%) Electronics
2 1 (2.70%) Manufacturing
Job Titles
1 15 (40.54%) Software Engineer
2 10 (27.03%) Developer
3 9 (24.32%) C# Software Engineer
4 7 (18.92%) Embedded Engineer
4 7 (18.92%) Graduate
5 6 (16.22%) Software Developer
6 5 (13.51%) C Software Engineer
6 5 (13.51%) C/C++ Embedded Software Engineer
6 5 (13.51%) C++ Software Engineer
6 5 (13.51%) Embedded C Engineer
6 5 (13.51%) Embedded C Software Engineer
6 5 (13.51%) Embedded C/C++ Engineer
6 5 (13.51%) Embedded C/C++ Software Engineer
6 5 (13.51%) Embedded C++ Engineer
6 5 (13.51%) Embedded C++ Software Engineer
6 5 (13.51%) Embedded Software Engineer
6 5 (13.51%) Graduate Software Engineer
6 5 (13.51%) Python Software Engineer
6 5 (13.51%) Software Manager
6 5 (13.51%) Technical Manager
Libraries, Frameworks & Software Standards
1 4 (10.81%) Keras
1 4 (10.81%) OpenCV
1 4 (10.81%) TensorFlow
2 1 (2.70%) LDAP
Miscellaneous
1 31 (83.78%) Computer Science
2 11 (29.73%) 3D Graphics
3 6 (16.22%) Algorithms
4 3 (8.11%) Field-Programmable Gate Array
5 2 (5.41%) Analytical Skills
5 2 (5.41%) Verilog
5 2 (5.41%) VHDL
6 1 (2.70%) ASIC
6 1 (2.70%) Data Centre
Operating Systems
1 9 (24.32%) Windows
2 2 (5.41%) Linux
3 1 (2.70%) CentOS
3 1 (2.70%) CoreOS
3 1 (2.70%) Ubuntu
Processes & Methodologies
1 22 (59.46%) Software Engineering
2 20 (54.05%) Mathematics
3 17 (45.95%) Machine Learning
4 16 (43.24%) Computer Vision
5 15 (40.54%) Neural Network
6 10 (27.03%) Image Processing
6 10 (27.03%) Probabilistic Modelling
6 10 (27.03%) SDLC
7 9 (24.32%) Artificial Intelligence
8 7 (18.92%) Mentoring
9 6 (16.22%) Convolutional Neural Network
9 6 (16.22%) Physics
10 5 (13.51%) Coaching
10 5 (13.51%) Mechatronics
10 5 (13.51%) Robotic Control
10 5 (13.51%) Signal Processing
10 5 (13.51%) Video Processing
11 4 (10.81%) Deep Learning
11 4 (10.81%) Digital Signal Processing
11 4 (10.81%) Mathematical Modelling
Programming Languages
1 18 (48.65%) Python
2 17 (45.95%) C++
3 15 (40.54%) C
4 9 (24.32%) C#
5 4 (10.81%) Java
6 2 (5.41%) Embedded C
6 2 (5.41%) Embedded C++
7 1 (2.70%) Bash Shell
7 1 (2.70%) Cython
7 1 (2.70%) Ruby
Qualifications
1 31 (83.78%) Degree
2 14 (37.84%) Computer Science Degree
3 4 (10.81%) PhD
System Software
1 9 (24.32%) Firmware
2 2 (5.41%) Docker
3 1 (2.70%) NFS
Systems Management
1 1 (2.70%) Ansible
1 1 (2.70%) Kubernetes
1 1 (2.70%) Opscode Chef
1 1 (2.70%) Puppet
1 1 (2.70%) Terraform
Vendors
1 1 (2.70%) Google