Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Cambridge with a requirement for Image Processing skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Image Processing over the 6 months to 21 November 2017 with a comparison to the same period in the previous 2 years.

Image Processing
Cambridgeshire > Cambridge
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 146 139 152
Rank change year-on-year -7 +13 +25
Permanent jobs citing Image Processing 37 8 7
As % of all permanent IT jobs advertised in Cambridge 1.18% 0.35% 0.25%
As % of the Processes & Methodologies category 1.27% 0.39% 0.28%
Number of salaries quoted 13 8 7
Cambridge median annual salary £35,000 £50,000 £40,000
Median salary % change year-on-year -30.00% +25.00% +29.03%
10th Percentile £26,750 £45,000 £37,500
90th Percentile £50,500 £56,500 £85,000
Cambridgeshire median annual salary £35,000 £50,000 £43,750
% change year-on-year -30.00% +14.29% +41.13%

Image Processing 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 2916 2027 2516
As % of all permanent IT jobs advertised in Cambridge 93.07% 89.33% 88.40%
Number of salaries quoted 2216 1667 2168
Cambridge median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - +8.43%
10th Percentile £29,000 £26,250 £29,750
90th Percentile £72,500 £67,500 £62,875
Cambridgeshire median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +5.88%

Image Processing
Job Vacancy Trend in Cambridge

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

Job vacancy trend for Image Processing in Cambridge

Image Processing
Salary Trend in Cambridge

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

Salary trend for Image Processing in Cambridge

Image Processing
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Image Processing in Cambridge over the 6 months to 21 November 2017.

Salary histogram for Image Processing in Cambridge

For the 6 months to 21 November 2017, IT jobs citing Image Processing 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 Image Processing.

1 26 (70.27%) Mathematics
1 26 (70.27%) Machine Learning
2 24 (64.86%) Computer Vision
2 24 (64.86%) C++
3 22 (59.46%) Python
3 22 (59.46%) Computer Science
4 19 (51.35%) Software Engineering
5 17 (45.95%) Degree
5 17 (45.95%) Algorithms
6 16 (43.24%) TensorFlow
6 16 (43.24%) Neural Network
7 13 (35.14%) PhD
7 13 (35.14%) Artificial Intelligence
7 13 (35.14%) Signal Processing
8 12 (32.43%) C
9 11 (29.73%) Deep Learning
10 10 (27.03%) Big Data
10 10 (27.03%) Probabilistic Modelling
10 10 (27.03%) MATLAB
10 10 (27.03%) Robotics
11 9 (24.32%) Augmented Reality
11 9 (24.32%) Physics
11 9 (24.32%) Torch
12 7 (18.92%) Java
13 6 (16.22%) Electronics
13 6 (16.22%) 3D Graphics
13 6 (16.22%) Video Processing
13 6 (16.22%) Convolutional Neural Network
14 5 (13.51%) SDLC
14 5 (13.51%) Kalman Filter

Image Processing
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:

Cloud Services
1 1 (2.70%) Cloud Computing
1 1 (2.70%) Cortana Intelligence Suite
Database & Business Intelligence
1 10 (27.03%) Big Data
2 1 (2.70%) GIS
2 1 (2.70%) Hadoop
General
1 6 (16.22%) Electronics
2 1 (2.70%) Advertising
2 1 (2.70%) Games
2 1 (2.70%) Manufacturing
2 1 (2.70%) Telecoms
Job Titles
1 14 (37.84%) Developer
1 14 (37.84%) Graduate
2 12 (32.43%) Software Engineer
3 10 (27.03%) Computer Engineer
3 10 (27.03%) Research Engineer
4 9 (24.32%) Software Developer
5 7 (18.92%) Computer Vision Engineer
6 6 (16.22%) Machine Learning Developer
7 5 (13.51%) Graduate Software Engineer
8 4 (10.81%) Computer Vision Developer
9 3 (8.11%) Android Engineer
9 3 (8.11%) Android Software Engineer
9 3 (8.11%) Cloud Engineer
9 3 (8.11%) Cloud Software Engineer
9 3 (8.11%) Developer/Software Engineer
9 3 (8.11%) Machine Learning Engineer
10 2 (5.41%) Android Developer
10 2 (5.41%) Big Data Developer
10 2 (5.41%) Cloud Developer
11 1 (2.70%) C# WPF Developer
Libraries, Frameworks & Software Standards
1 16 (43.24%) TensorFlow
2 9 (24.32%) Torch
3 4 (10.81%) Keras
3 4 (10.81%) MXNet
3 4 (10.81%) OpenCV
4 2 (5.41%) Natural Language Processing
5 1 (2.70%) .NET
5 1 (2.70%) .NET Framework
5 1 (2.70%) HEVC
5 1 (2.70%) OpenGL
5 1 (2.70%) Qt
5 1 (2.70%) WPF
Miscellaneous
1 22 (59.46%) Computer Science
2 17 (45.95%) Algorithms
3 10 (27.03%) Robotics
4 9 (24.32%) Augmented Reality
5 6 (16.22%) 3D Graphics
6 5 (13.51%) CUDA
6 5 (13.51%) GPGPU
7 1 (2.70%) Data Structures
7 1 (2.70%) HoloLens
7 1 (2.70%) Kinect
7 1 (2.70%) Online Games
7 1 (2.70%) Smartphone
7 1 (2.70%) User Experience
Operating Systems
1 5 (13.51%) Android
2 2 (5.41%) Linux
3 1 (2.70%) Embedded Linux
3 1 (2.70%) Windows
Processes & Methodologies
1 26 (70.27%) Machine Learning
1 26 (70.27%) Mathematics
2 24 (64.86%) Computer Vision
3 19 (51.35%) Software Engineering
4 16 (43.24%) Neural Network
5 13 (35.14%) Artificial Intelligence
5 13 (35.14%) Signal Processing
6 11 (29.73%) Deep Learning
7 10 (27.03%) Probabilistic Modelling
8 9 (24.32%) Physics
9 6 (16.22%) Convolutional Neural Network
9 6 (16.22%) Video Processing
10 5 (13.51%) Kalman Filter
10 5 (13.51%) Mechatronics
10 5 (13.51%) SDLC
11 4 (10.81%) Biometrics
11 4 (10.81%) Mathematical Modelling
12 3 (8.11%) Speech Recognition
13 2 (5.41%) Multithreading
13 2 (5.41%) Network Design
Programming Languages
1 24 (64.86%) C++
2 22 (59.46%) Python
3 12 (32.43%) C
4 10 (27.03%) MATLAB
5 7 (18.92%) Java
6 5 (13.51%) Assembly Language
7 3 (8.11%) C#
8 1 (2.70%) Cython
8 1 (2.70%) SQL
8 1 (2.70%) XAML
Qualifications
1 17 (45.95%) Degree
2 13 (35.14%) PhD
3 2 (5.41%) Computer Science Degree
Vendors
1 1 (2.70%) Microsoft