The table below looks at the prevalence of the term CUDA in IT jobs advertised for the City of London region. Included is a guide to the salaries offered in IT jobs that have cited CUDA over the 3 months to 29 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Aug 2016
Same period 2015 Same period 2014
NVIDIA CUDA
Rank 246 - 337
Rank change year-on-year
- 0
Permanent jobs citing CUDA 6 0 3
As % of all permanent IT jobs located in the City of London 0.097% - 0.025%
As % of the Miscellaneous category 0.21% - 0.055%
Number of salaries quoted 5 0 2
Median salary £80,000 - £82,500
UK excluding London median salary £40,000 £45,000 £38,500
% change year-on-year
-11.11% +16.88%
CUDA
London

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in permanent jobs advertised in the City of London region.

Miscellaneous Category
City of London
Permanent IT job ads with a match in the
Miscellaneous category
2896 4434 5476
As % of all permanent IT jobs located in the City of London 46.78% 46.44% 46.04%
Number of salaries quoted 2603 3661 4517
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £35,000 £35,000 £32,500
10% offered a salary of more than £87,500 £80,000 £85,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

CUDA
Jobs Demand Trend in the City of London

The demand trend of job ads across the City of London region citing CUDA as a proportion of all IT jobs with a match in the Miscellaneous category.

CUDA Jobs Demand Trend in the City of London

CUDA
Salary Trend in the City of London

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

CUDA Salary Trend in the City of London

CUDA
Top 30 Related IT Skills in the City of London

For the 6 months to 29 August 2016, 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 City of London region with a requirement for CUDA.

1 12 (100.00%) C++
1 12 (100.00%) Python
1 12 (100.00%) Computer Science
2 11 (91.67%) Machine Learning
2 11 (91.67%) Statistics
2 11 (91.67%) Algorithms
3 10 (83.33%) Deep Learning
3 10 (83.33%) TensorFlow
3 10 (83.33%) Theano
3 10 (83.33%) Degree
3 10 (83.33%) Neural Network
3 10 (83.33%) OpenCL
4 9 (75.00%) Artificial Intelligence
4 9 (75.00%) GitHub
4 9 (75.00%) NumPy
4 9 (75.00%) Matplotlib
4 9 (75.00%) PhD
5 2 (16.67%) Finance
5 2 (16.67%) Signal Processing
5 2 (16.67%) Computer Vision
6 1 (8.33%) Convolutional Neural Network
6 1 (8.33%) Performance Optimisation
6 1 (8.33%) Code Optimisation
6 1 (8.33%) Bayesian Methods
6 1 (8.33%) Apache Spark
6 1 (8.33%) scikit-learn
6 1 (8.33%) Mobile Development
6 1 (8.33%) Natural Language Processing
6 1 (8.33%) Stochastic Calculus
6 1 (8.33%) Git (software)

CUDA
Top Related IT Skills in the City of 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 1 (8.33%) Apache
1 1 (8.33%) Apache Spark
Cloud Services
1 9 (75.00%) GitHub
Database & Business Intelligence
1 1 (8.33%) Big Data
1 1 (8.33%) Data Mining
Development Applications
1 1 (8.33%) CMake
1 1 (8.33%) Git (software)
1 1 (8.33%) JIRA
1 1 (8.33%) SCons
General
1 2 (16.67%) Finance
2 1 (8.33%) Games
Job Titles
1 2 (16.67%) Junior
2 1 (8.33%) C++ Developer
2 1 (8.33%) Computer Scientist
2 1 (8.33%) Computer Vision Scientist
2 1 (8.33%) Developer
2 1 (8.33%) Software Engineer
Libraries, Frameworks & Software Standards
1 10 (83.33%) OpenCL
1 10 (83.33%) TensorFlow
1 10 (83.33%) Theano
2 9 (75.00%) Matplotlib
2 9 (75.00%) NumPy
3 1 (8.33%) Natural Language Processing
3 1 (8.33%) scikit-learn
3 1 (8.33%) STL
Miscellaneous
1 12 (100.00%) Computer Science
2 11 (91.67%) Algorithms
2 11 (91.67%) Statistics
3 10 (83.33%) Neural Network
4 9 (75.00%) Artificial Intelligence
5 1 (8.33%) GPGPU
5 1 (8.33%) Hedge funds
5 1 (8.33%) Mathematics
5 1 (8.33%) Mobile App
5 1 (8.33%) Physics
Processes & Methodologies
1 11 (91.67%) Machine Learning
2 10 (83.33%) Deep Learning
3 2 (16.67%) Computer Vision
3 2 (16.67%) Signal Processing
4 1 (8.33%) Analytics
4 1 (8.33%) Bayesian Methods
4 1 (8.33%) Code Optimisation
4 1 (8.33%) Convolutional Neural Network
4 1 (8.33%) Data Analysis
4 1 (8.33%) Data Analytics
4 1 (8.33%) Mobile Development
4 1 (8.33%) Performance Optimisation
4 1 (8.33%) Software Engineering
4 1 (8.33%) Statistical Modelling
4 1 (8.33%) Stochastic Calculus
Programming Languages
1 12 (100.00%) C++
1 12 (100.00%) Python
Qualifications
1 10 (83.33%) Degree
2 9 (75.00%) PhD