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 28 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jul 2016
Same period 2015 Same period 2014
NVIDIA CUDA
Rank 253 - 336
Rank change year-on-year
- 0
Permanent jobs citing CUDA 7 0 1
As % of all permanent IT jobs located in the City of London 0.11% - 0.008%
As % of the Miscellaneous category 0.24% - 0.017%
Number of salaries quoted 6 0 1
Median salary £80,000 - £45,000
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
2918 4783 5827
As % of all permanent IT jobs located in the City of London 46.47% 45.53% 46.74%
Number of salaries quoted 2618 3911 4760
Median salary £60,000 £57,500 £57,500
Median salary % change year-on-year
+4.34% -
90% offered a salary of more than £36,500 £35,000 £35,000
10% offered a salary of more than £85,000 £82,500 £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
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing CUDA across the City of London region over the 3 months to 28 July 2016.

CUDA Salary Histogram in the City of London

CUDA
Top 30 Related IT Skills in the City of London

For the 6 months to 28 July 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 11 (100.00%) C++
1 11 (100.00%) Python
1 11 (100.00%) Computer Science
2 10 (90.91%) Machine Learning
2 10 (90.91%) Statistics
2 10 (90.91%) Algorithms
3 9 (81.82%) Deep Learning
3 9 (81.82%) TensorFlow
3 9 (81.82%) Theano
3 9 (81.82%) Neural Network
4 8 (72.73%) Degree
4 8 (72.73%) OpenCL
5 7 (63.64%) GitHub
5 7 (63.64%) Artificial Intelligence
5 7 (63.64%) PhD
5 7 (63.64%) NumPy
5 7 (63.64%) Matplotlib
6 3 (27.27%) Signal Processing
6 3 (27.27%) Finance
7 2 (18.18%) Games
7 2 (18.18%) Apache
7 2 (18.18%) Natural Language Processing
7 2 (18.18%) Big Data
7 2 (18.18%) Statistical Modelling
7 2 (18.18%) Mobile App
7 2 (18.18%) Bayesian Methods
7 2 (18.18%) Apache Spark
7 2 (18.18%) scikit-learn
7 2 (18.18%) Convolutional Neural Network
8 1 (9.09%) Performance Optimisation

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 2 (18.18%) Apache
1 2 (18.18%) Apache Spark
Cloud Services
1 7 (63.64%) GitHub
Database & Business Intelligence
1 2 (18.18%) Big Data
2 1 (9.09%) Data Mining
Development Applications
1 1 (9.09%) CMake
1 1 (9.09%) Git (software)
1 1 (9.09%) JIRA
1 1 (9.09%) SCons
General
1 3 (27.27%) Finance
2 2 (18.18%) Games
Job Titles
1 2 (18.18%) Computer Scientist
1 2 (18.18%) Junior
2 1 (9.09%) C++ Developer
2 1 (9.09%) Developer
2 1 (9.09%) Software Engineer
Libraries, Frameworks & Software Standards
1 9 (81.82%) TensorFlow
1 9 (81.82%) Theano
2 8 (72.73%) OpenCL
3 7 (63.64%) Matplotlib
3 7 (63.64%) NumPy
4 2 (18.18%) Natural Language Processing
4 2 (18.18%) scikit-learn
5 1 (9.09%) STL
Miscellaneous
1 11 (100.00%) Computer Science
2 10 (90.91%) Algorithms
2 10 (90.91%) Statistics
3 9 (81.82%) Neural Network
4 7 (63.64%) Artificial Intelligence
5 2 (18.18%) Mobile App
6 1 (9.09%) GPGPU
6 1 (9.09%) Hedge funds
6 1 (9.09%) Mathematics
6 1 (9.09%) Physics
Processes & Methodologies
1 10 (90.91%) Machine Learning
2 9 (81.82%) Deep Learning
3 3 (27.27%) Signal Processing
4 2 (18.18%) Bayesian Methods
4 2 (18.18%) Convolutional Neural Network
4 2 (18.18%) Statistical Modelling
5 1 (9.09%) Analytics
5 1 (9.09%) Code Optimisation
5 1 (9.09%) Data Analysis
5 1 (9.09%) Data Analytics
5 1 (9.09%) Mobile Development
5 1 (9.09%) Performance Optimisation
5 1 (9.09%) Software Engineering
5 1 (9.09%) Stochastic Calculus
Programming Languages
1 11 (100.00%) C++
1 11 (100.00%) Python
Qualifications
1 8 (72.73%) Degree
2 7 (63.64%) PhD