Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Cambridge with a requirement for Video Processing skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Video Processing over the 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Video Processing
Cambridgeshire > Cambridge
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 150 143 156
Rank change year-on-year -7 +13 +9
Permanent jobs citing Video Processing 29 4 6
As % of all permanent IT jobs advertised in Cambridge 0.94% 0.17% 0.21%
As % of the Processes & Methodologies category 1.00% 0.19% 0.24%
Number of salaries quoted 24 4 5
Cambridge median annual salary £52,500 £46,250 £65,000
Median salary % change year-on-year +13.51% -28.85% +85.71%
10th Percentile £48,750 £33,250 £57,500
90th Percentile £60,000 £58,750 £72,500
Cambridgeshire median annual salary £52,500 £46,250 £65,000
% change year-on-year +13.51% -28.85% +85.71%

Video 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 2886 2052 2516
As % of all permanent IT jobs advertised in Cambridge 93.10% 89.37% 88.47%
Number of salaries quoted 2197 1687 2166
Cambridge median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - +9.76%
10th Percentile £29,150 £26,250 £29,750
90th Percentile £72,500 £67,500 £62,500
Cambridgeshire median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +5.88%

Video Processing
Job Vacancy Trend in Cambridge

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

Job vacancy trend for Video Processing in Cambridge

Video Processing
Salary Trend in Cambridge

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

Salary trend for Video Processing in Cambridge

For the 6 months to 23 November 2017, IT jobs citing Video 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 Video Processing.

1 29 (100.00%) C++
2 25 (86.21%) Software Engineering
3 24 (82.76%) C
4 20 (68.97%) Embedded C
4 20 (68.97%) Embedded C++
4 20 (68.97%) Assembly Language
4 20 (68.97%) Multimedia
5 8 (27.59%) Mathematics
6 6 (20.69%) Degree
6 6 (20.69%) Image Processing
7 5 (17.24%) Machine Learning
7 5 (17.24%) Big Data
7 5 (17.24%) Computer Vision
7 5 (17.24%) Probabilistic Modelling
7 5 (17.24%) Robotics
7 5 (17.24%) Computer Science
7 5 (17.24%) Neural Network
7 5 (17.24%) Python
8 4 (13.79%) PhD
8 4 (13.79%) Java
8 4 (13.79%) Linux
8 4 (13.79%) Artificial Intelligence
8 4 (13.79%) Mathematical Modelling
8 4 (13.79%) Keras
8 4 (13.79%) OpenCV
8 4 (13.79%) Deep Learning
8 4 (13.79%) Algorithms
8 4 (13.79%) TensorFlow
9 3 (10.34%) Code Optimisation
9 3 (10.34%) HEVC

Video 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:

Database & Business Intelligence
1 5 (17.24%) Big Data
2 1 (3.45%) GIS
General
1 20 (68.97%) Multimedia
Job Titles
1 24 (82.76%) Software Engineer
2 23 (79.31%) C Software Engineer
2 23 (79.31%) C/C++ Software Engineer
2 23 (79.31%) C++ Software Engineer
3 21 (72.41%) C/C++ Embedded Software Engineer
3 21 (72.41%) Embedded C Engineer
3 21 (72.41%) Embedded C Software Engineer
3 21 (72.41%) Embedded C/C++ Engineer
3 21 (72.41%) Embedded C/C++ Software Engineer
3 21 (72.41%) Embedded C++ Engineer
3 21 (72.41%) Embedded C++ Software Engineer
3 21 (72.41%) Embedded Engineer
3 21 (72.41%) Embedded Software Engineer
3 21 (72.41%) Senior Software Engineer
4 20 (68.97%) Senior C Software Engineer
4 20 (68.97%) Senior C++ Software Engineer
4 20 (68.97%) Senior Embedded Software Engineer
5 5 (17.24%) Developer
6 4 (13.79%) Computer Vision Developer
7 3 (10.34%) Image Processing Software Engineer
Libraries, Frameworks & Software Standards
1 4 (13.79%) Keras
1 4 (13.79%) OpenCV
1 4 (13.79%) TensorFlow
2 3 (10.34%) HEVC
2 3 (10.34%) OpenGL
3 1 (3.45%) Qt
Miscellaneous
1 5 (17.24%) Computer Science
1 5 (17.24%) Robotics
2 4 (13.79%) Algorithms
3 1 (3.45%) 3D Graphics
Operating Systems
1 4 (13.79%) Linux
2 1 (3.45%) Embedded Linux
Processes & Methodologies
1 25 (86.21%) Software Engineering
2 8 (27.59%) Mathematics
3 6 (20.69%) Image Processing
4 5 (17.24%) Computer Vision
4 5 (17.24%) Machine Learning
4 5 (17.24%) Neural Network
4 5 (17.24%) Probabilistic Modelling
5 4 (13.79%) Artificial Intelligence
5 4 (13.79%) Deep Learning
5 4 (13.79%) Mathematical Modelling
6 3 (10.34%) Code Optimisation
7 1 (3.45%) Convolutional Neural Network
7 1 (3.45%) Data Analysis
7 1 (3.45%) Multithreaded Programming
7 1 (3.45%) Multithreading
Programming Languages
1 29 (100.00%) C++
2 24 (82.76%) C
3 20 (68.97%) Assembly Language
3 20 (68.97%) Embedded C
3 20 (68.97%) Embedded C++
4 5 (17.24%) Python
5 4 (13.79%) Java
6 3 (10.34%) MATLAB
7 1 (3.45%) Cython
Qualifications
1 6 (20.69%) Degree
2 4 (13.79%) PhD