The table below looks at the prevalence of the term CUDA in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited CUDA over the 3 months to 26 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 May 2016
Same period 2015 Same period 2014
NVIDIA CUDA
Rank 846 882 927
Rank change year-on-year
+36 +45
Permanent jobs citing CUDA 62 52 41
As % of all permanent IT jobs located in England 0.067% 0.052% 0.037%
As % of the Miscellaneous category 0.16% 0.13% 0.089%
Number of salaries quoted 45 26 38
Median salary £50,000 £37,500 £45,000
Median salary % change year-on-year
+33.33% -16.66%
90% offered a salary of more than £40,000 £32,500 £35,000
10% offered a salary of more than £100,000 £80,000 £53,000
UK excluding London median salary £40,000 £37,500 £38,500
% change year-on-year
+6.66% -2.59%
CUDA
UK

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

Miscellaneous Category
England
Permanent IT job ads with a match in the
Miscellaneous category
38838 40646 45851
As % of all permanent IT jobs located in England 42.23% 40.69% 41.71%
Number of salaries quoted 32028 32432 37045
Median salary £50,000 £47,500 £47,500
Median salary % change year-on-year
+5.26% -
90% offered a salary of more than £29,481 £27,500 £28,500
10% offered a salary of more than £80,000 £75,000 £75,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

CUDA
Jobs Demand Trend in England

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

CUDA Jobs Demand Trend in England

CUDA
Salary Trend in England

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

CUDA Salary Trend in England

CUDA
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing CUDA across the England region over the 3 months to 26 May 2016.

CUDA Salary Histogram in England

CUDA
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing CUDA within the England region over the 3 months to 26 May 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +16 28 £85,000 +38.77%
East of England +27 13 £45,000 +28.57%
South East - 12 £50,000 -
North West - 5 £40,000 - 1
West Midlands - 3 £35,000 - 1
CUDA
UK

CUDA
Top 30 Related IT Skills in England

For the 6 months to 26 May 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 England region with a requirement for CUDA.

1 125 (99.21%) C++
2 84 (66.67%) C
3 82 (65.08%) Computer Science
4 59 (46.83%) Degree
5 56 (44.44%) Linux
6 55 (43.65%) Algorithms
7 50 (39.68%) Qt
8 49 (38.89%) Software Engineering
9 40 (31.75%) Mathematics
10 38 (30.16%) Machine Learning
11 37 (29.37%) Multithreading
11 37 (29.37%) Python
12 36 (28.57%) OpenMP
13 35 (27.78%) Windows
14 33 (26.19%) Parallel Programming
15 30 (23.81%) PhD
15 30 (23.81%) Agile Software Development
16 28 (22.22%) Unix
17 27 (21.43%) OpenGL
18 26 (20.63%) X-Windows
18 26 (20.63%) Mac OS X
18 26 (20.63%) Subversion
18 26 (20.63%) Open Source
18 26 (20.63%) Cygwin
18 26 (20.63%) Mercurial
18 26 (20.63%) Git (software)
19 24 (19.05%) Data Mining
20 22 (17.46%) OpenCL
20 22 (17.46%) Analytics
21 21 (16.67%) Artificial Intelligence

CUDA
Top Related IT Skills in England 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 7 (5.56%) DNN
2 4 (3.17%) Apache
2 4 (3.17%) Apache Spark
Applications
1 4 (3.17%) Mathematica
Cloud Services
1 6 (4.76%) GitHub
2 2 (1.59%) SaaS
Database & Business Intelligence
1 24 (19.05%) Data Mining
2 10 (7.94%) Big Data
Development Applications
1 26 (20.63%) Git (software)
1 26 (20.63%) Mercurial
1 26 (20.63%) Subversion
2 19 (15.08%) GDB
3 4 (3.17%) yacc
4 2 (1.59%) Visual Studio
General
1 7 (5.56%) Finance
2 4 (3.17%) Electronics
2 4 (3.17%) Games
3 2 (1.59%) Marketing
Job Titles
1 70 (55.56%) Developer
2 61 (48.41%) C++ Developer
3 26 (20.63%) Software Engineer
4 20 (15.87%) Linux Developer
5 18 (14.29%) Applications Developer
5 18 (14.29%) C++ Applications Developer
6 17 (13.49%) Software Developer
7 15 (11.90%) C++ Software Developer
8 13 (10.32%) 3D Developer
8 13 (10.32%) Machine Learning Engineer
8 13 (10.32%) Senior Developer
9 12 (9.52%) Computer Scientist
9 12 (9.52%) Senior C++ Developer
10 11 (8.73%) C++ Software Engineer
11 10 (7.94%) C Software Engineer
11 10 (7.94%) Research Engineer
11 10 (7.94%) Research Scientist
12 9 (7.14%) C/C++ Software Engineer
12 9 (7.14%) Quantitative Developer
13 8 (6.35%) Computer Engineer
Libraries, Frameworks & Software Standards
1 50 (39.68%) Qt
2 36 (28.57%) OpenMP
3 27 (21.43%) OpenGL
4 26 (20.63%) X-Windows
5 22 (17.46%) OpenCL
6 9 (7.14%) TensorFlow
7 8 (6.35%) Theano
8 6 (4.76%) Matplotlib
8 6 (4.76%) NumPy
9 4 (3.17%) LLVM
9 4 (3.17%) Natural Language Processing
9 4 (3.17%) OpenCV
9 4 (3.17%) QML
9 4 (3.17%) Renderscript
9 4 (3.17%) scikit-learn
10 2 (1.59%) DirectX
10 2 (1.59%) OpenGL ES
10 2 (1.59%) WPF
11 1 (0.79%) Django
Miscellaneous
1 82 (65.08%) Computer Science
2 55 (43.65%) Algorithms
3 40 (31.75%) Mathematics
4 21 (16.67%) Artificial Intelligence
5 20 (15.87%) 3D Graphics
6 19 (15.08%) Neural Network
7 15 (11.90%) Statistics
8 14 (11.11%) Physics
9 13 (10.32%) Visualisation
10 12 (9.52%) Hedge funds
11 4 (3.17%) Mobile App
12 3 (2.38%) Robotics
13 1 (0.79%) Analytical Skills
13 1 (0.79%) BBC
13 1 (0.79%) Credit Derivative
13 1 (0.79%) Derivative
13 1 (0.79%) Field-Programmable Gate Array
Operating Systems
1 56 (44.44%) Linux
2 35 (27.78%) Windows
3 28 (22.22%) Unix
4 26 (20.63%) Mac OS X
5 1 (0.79%) VxWorks
Processes & Methodologies
1 49 (38.89%) Software Engineering
2 38 (30.16%) Machine Learning
3 37 (29.37%) Multithreading
4 33 (26.19%) Parallel Programming
5 30 (23.81%) Agile Software Development
6 26 (20.63%) Open Source
7 22 (17.46%) Analytics
8 19 (15.08%) TDD
9 17 (13.49%) OO
10 14 (11.11%) Signal Processing
11 12 (9.52%) Deep Learning
12 11 (8.73%) 3D Modelling
12 11 (8.73%) OOD
13 10 (7.94%) Cross-Platform Development
14 9 (7.14%) Code Optimisation
14 9 (7.14%) Investment Management
15 8 (6.35%) Content Analysis
15 8 (6.35%) Pattern Recognition
15 8 (6.35%) Speech Recognition
15 8 (6.35%) Video Content Analysis
Programming Languages
1 125 (99.21%) C++
2 84 (66.67%) C
3 37 (29.37%) Python
4 10 (7.94%) MATLAB
5 8 (6.35%) Bash Shell
6 6 (4.76%) Assembly Language
6 6 (4.76%) R
7 4 (3.17%) C#
7 4 (3.17%) GLSL
7 4 (3.17%) Julia
8 2 (1.59%) Embedded C
8 2 (1.59%) Java
8 2 (1.59%) XAML
9 1 (0.79%) Perl
9 1 (0.79%) Tcl
Qualifications
1 59 (46.83%) Degree
2 30 (23.81%) PhD
System Software
1 26 (20.63%) Cygwin
Vendors
1 7 (5.56%) Lattice Semiconductor
2 2 (1.59%) Microsoft
3 1 (0.79%) Twitter
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