Period
to 23 November 2017

The table below looks at the prevalence of the term CUDA in permanent job vacancies advertised in London. Included is a benchmarking guide to the salaries offered in vacancies that have cited CUDA over the 6 months to 23 November 2017 with a comparison to the same period over the previous 2 years.

NVIDIA CUDA
England > London
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 822 815 896
Rank change year-on-year -7 +81 +3
Permanent jobs citing CUDA 18 35 14
As % of all permanent IT jobs advertised in London 0.024% 0.046% 0.016%
As % of the Miscellaneous category 0.049% 0.100% 0.033%
Number of salaries quoted 17 34 11
London median annual salary £65,000 £85,000 £50,000
Median salary % change year-on-year -23.53% +70.00% +5.26%
10th Percentile £57,890 £43,625 £46,250
90th Percentile £135,000 £105,000 £90,000
England median annual salary £50,000 £45,000 £45,000
% change year-on-year +11.11% - -5.26%

CUDA 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 London with a requirement for generic IT skills.

All Generic IT Skills
London
Permanent vacancies with a requirement for generic IT skills 37039 35010 42501
As % of all permanent IT jobs advertised in London 49.30% 46.05% 47.94%
Number of salaries quoted 26585 29708 34881
London median annual salary £60,000 £59,800 £57,000
Median salary % change year-on-year +0.33% +4.91% +3.64%
10th Percentile £34,675 £32,500 £32,500
90th Percentile £92,500 £90,000 £87,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +3.26%

CUDA
Job Vacancy Trend in London

Job postings citing CUDA as a percentage of all IT jobs advertised in London.

Job vacancy trend for CUDA in London

CUDA
Salary Trend in London

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

Salary trend for CUDA in London

CUDA
Salary Histogram in London

The salary distribution of IT jobs citing CUDA in London over the 6 months to 23 November 2017.

Salary histogram for CUDA in London

CUDA
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing CUDA within the London region over the 6 months to 23 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London +11 4 £62,500 -21.88% 1
CUDA
England

For the 6 months to 23 November 2017, IT jobs citing CUDA 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 London region with a requirement for CUDA.

1 18 (100.00%) C++
2 10 (55.56%) Python
3 8 (44.44%) Computer Science
3 8 (44.44%) Machine Learning
3 8 (44.44%) Algorithms
4 6 (33.33%) Code Optimisation
4 6 (33.33%) Mathematics
5 5 (27.78%) Stochastic Calculus
5 5 (27.78%) Hedge funds
5 5 (27.78%) Data Mining
5 5 (27.78%) Time Series Analysis
5 5 (27.78%) Cython
6 4 (22.22%) Analytics
6 4 (22.22%) PhD
6 4 (22.22%) Finance
6 4 (22.22%) Banking
6 4 (22.22%) Investment Banking
6 4 (22.22%) Software Engineering
7 3 (16.67%) GPGPU
7 3 (16.67%) Android
7 3 (16.67%) OpenGL
7 3 (16.67%) Linux
7 3 (16.67%) Torch
7 3 (16.67%) TensorFlow
7 3 (16.67%) OpenCL
8 2 (11.11%) Statistical Modelling
8 2 (11.11%) Deep Learning
8 2 (11.11%) OpenGL ES
8 2 (11.11%) Android Development
8 2 (11.11%) iOS Development

CUDA
Co-occurring IT Skills in London 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 2 (11.11%) DNN
Applications
1 1 (5.56%) Stata
Cloud Services
1 2 (11.11%) Google Play
1 2 (11.11%) iTunes
Database & Business Intelligence
1 5 (27.78%) Data Mining
Development Applications
1 2 (11.11%) Android Studio
1 2 (11.11%) Git (software)
1 2 (11.11%) Mercurial
1 2 (11.11%) Visual Studio
1 2 (11.11%) Xcode
2 1 (5.56%) JUnit
General
1 4 (22.22%) Banking
1 4 (22.22%) Finance
1 4 (22.22%) Investment Banking
2 2 (11.11%) Legal
2 2 (11.11%) Retail
Job Titles
1 10 (55.56%) Developer
2 9 (50.00%) Quantitative Developer
3 5 (27.78%) C++ Developer
4 4 (22.22%) Analyst
4 4 (22.22%) Analyst Developer
4 4 (22.22%) C++ Analyst Developer
4 4 (22.22%) C++ Quantitative Developer
4 4 (22.22%) Qualitative Analyst
4 4 (22.22%) Quantitative Analyst
4 4 (22.22%) Quantitative Analyst Developer
4 4 (22.22%) Senior Analyst
4 4 (22.22%) Senior Analyst Developer
4 4 (22.22%) Senior C++ Developer
4 4 (22.22%) Senior C++ Quantitative Developer
4 4 (22.22%) Senior Developer
4 4 (22.22%) Senior Quantitative Analyst
4 4 (22.22%) Senior Quantitative Developer
4 4 (22.22%) Software Engineer
5 3 (16.67%) C++ Software Engineer
5 3 (16.67%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 3 (16.67%) OpenCL
1 3 (16.67%) OpenGL
1 3 (16.67%) TensorFlow
1 3 (16.67%) Torch
2 2 (11.11%) iOS SDK
2 2 (11.11%) Natural Language Processing
2 2 (11.11%) OpenGL ES
2 2 (11.11%) scikit-learn
2 2 (11.11%) Theano
3 1 (5.56%) DirectCompute
3 1 (5.56%) Renderscript
Miscellaneous
1 8 (44.44%) Algorithms
1 8 (44.44%) Computer Science
2 5 (27.78%) Hedge funds
3 3 (16.67%) GPGPU
4 2 (11.11%) Augmented Reality
4 2 (11.11%) Robotics
5 1 (5.56%) 3D Graphics
Operating Systems
1 3 (16.67%) Android
1 3 (16.67%) Linux
2 2 (11.11%) Apple iOS
Processes & Methodologies
1 8 (44.44%) Machine Learning
2 6 (33.33%) Code Optimisation
2 6 (33.33%) Mathematics
3 5 (27.78%) Stochastic Calculus
3 5 (27.78%) Time Series Analysis
4 4 (22.22%) Analytics
4 4 (22.22%) Software Engineering
5 2 (11.11%) Android Development
5 2 (11.11%) Business Intelligence
5 2 (11.11%) Computer Vision
5 2 (11.11%) Convolutional Neural Network
5 2 (11.11%) Deep Learning
5 2 (11.11%) iOS Development
5 2 (11.11%) Neural Network
5 2 (11.11%) Open Source
5 2 (11.11%) Reinforcement Learning
5 2 (11.11%) Statistical Modelling
5 2 (11.11%) UML
6 1 (5.56%) OOD
6 1 (5.56%) Parallel Processing
Programming Languages
1 18 (100.00%) C++
2 10 (55.56%) Python
3 5 (27.78%) Cython
4 2 (11.11%) Apple Swift
4 2 (11.11%) C
4 2 (11.11%) Objective-C
5 1 (5.56%) Embedded C
5 1 (5.56%) Embedded C++
5 1 (5.56%) Fortran
5 1 (5.56%) Java
5 1 (5.56%) JavaScript
5 1 (5.56%) Julia
5 1 (5.56%) MATLAB
5 1 (5.56%) Perl
5 1 (5.56%) R
Qualifications
1 4 (22.22%) PhD
2 1 (5.56%) Computer Science Degree
2 1 (5.56%) Degree
Vendors
1 2 (11.11%) Google