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

3 months to
29 May 2016
Same period 2015 Same period 2014
NVIDIA CUDA
Rank 850 910 940
Rank change year-on-year
+60 +30
Permanent jobs citing CUDA 61 59 49
As % of all permanent IT jobs located in the UK 0.062% 0.054% 0.041%
As % of the Miscellaneous category 0.15% 0.13% 0.099%
Number of salaries quoted 44 33 45
Median salary £50,000 £38,500 £42,500
Median salary % change year-on-year
+29.87% -9.41%
90% offered a salary of more than £40,000 £32,500 £36,250
10% offered a salary of more than £100,000 £80,000 £51,250
UK excluding London median salary £40,000 £37,500 £38,500
% change year-on-year
+6.66% -2.59%

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

Miscellaneous Category
UK
Permanent IT job ads with a match in the
Miscellaneous category
41177 44556 49291
As % of all permanent IT jobs located in the UK 41.93% 40.61% 41.16%
Number of salaries quoted 33460 35281 39514
Median salary £50,000 £47,500 £47,500
Median salary % change year-on-year
+5.26% -
90% offered a salary of more than £28,500 £27,500 £28,000
10% offered a salary of more than £77,500 £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

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

CUDA Jobs Demand Trend in the UK

CUDA
Salary Trend

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

CUDA Salary Trend in the UK

CUDA
Salary Histogram

This chart provides a salary histogram for IT jobs citing CUDA over the 3 months to 29 May 2016 within the UK.

CUDA Salary Histogram in the UK

CUDA
Top 19 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing CUDA within the UK over the 3 months to 29 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
England +54 61 £50,000 +33.33% 2
London +34 26 £82,500 +34.69%
East of England +30 13 £45,000 +28.57%
South East - 12 £50,000 -
Oxfordshire - 10 £50,000 -
Oxford - 10 £50,000 -
Chessington +1 8 £50,000 -
Cambridgeshire -10 7 £45,000 +28.57%
Hertfordshire - 6 - -
City of London - 6 £76,250 -
Manchester - 6 £40,000 - 1
Hemel Hempstead - 6 - -
North West - 6 £40,000 - 1
Warwickshire - 3 £35,000 - 1
West Midlands - 3 £35,000 - 1
Warwick - 3 £35,000 - 1
Berkshire - 2 - -
Newbury - 2 - -
Cambridge -12 1 £32,500 -7.14%

CUDA
Top 30 Related IT Skills

For the 6 months to 29 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 with a requirement for CUDA.

1 122 (99.19%) C++
2 81 (65.85%) C
3 80 (65.04%) Computer Science
4 58 (47.15%) Degree
5 55 (44.72%) Linux
6 54 (43.90%) Algorithms
7 48 (39.02%) Qt
8 47 (38.21%) Software Engineering
9 39 (31.71%) Mathematics
9 39 (31.71%) Machine Learning
10 38 (30.89%) Python
11 36 (29.27%) OpenMP
11 36 (29.27%) Multithreading
12 34 (27.64%) Windows
13 33 (26.83%) Parallel Programming
14 29 (23.58%) PhD
15 28 (22.76%) Unix
15 28 (22.76%) Agile Software Development
16 26 (21.14%) Subversion
16 26 (21.14%) Mac OS X
16 26 (21.14%) X-Windows
16 26 (21.14%) Open Source
16 26 (21.14%) Cygwin
16 26 (21.14%) Git (software)
16 26 (21.14%) Mercurial
17 25 (20.33%) OpenGL
17 25 (20.33%) Data Mining
18 23 (18.70%) Analytics
19 21 (17.07%) OpenCL
20 20 (16.26%) Artificial Intelligence

CUDA
Top Related IT Skills 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 (5.69%) DNN
2 4 (3.25%) Apache
2 4 (3.25%) Apache Spark
Applications
1 3 (2.44%) Mathematica
Cloud Services
1 6 (4.88%) GitHub
2 2 (1.63%) SaaS
Database & Business Intelligence
1 25 (20.33%) Data Mining
2 11 (8.94%) Big Data
Development Applications
1 26 (21.14%) Git (software)
1 26 (21.14%) Mercurial
1 26 (21.14%) Subversion
2 19 (15.45%) GDB
3 4 (3.25%) yacc
4 2 (1.63%) Visual Studio
General
1 7 (5.69%) Finance
2 4 (3.25%) Electronics
2 4 (3.25%) Games
3 2 (1.63%) Marketing
Job Titles
1 68 (55.28%) Developer
2 59 (47.97%) C++ Developer
3 24 (19.51%) Software Engineer
4 20 (16.26%) Linux Developer
5 18 (14.63%) Applications Developer
5 18 (14.63%) C++ Applications Developer
6 17 (13.82%) Software Developer
7 15 (12.20%) C++ Software Developer
8 14 (11.38%) Machine Learning Engineer
9 13 (10.57%) 3D Developer
9 13 (10.57%) Senior Developer
10 12 (9.76%) Senior C++ Developer
11 11 (8.94%) Computer Scientist
12 10 (8.13%) C++ Software Engineer
13 9 (7.32%) C Software Engineer
13 9 (7.32%) Quantitative Developer
13 9 (7.32%) Research Engineer
13 9 (7.32%) Research Scientist
14 8 (6.50%) C/C++ Software Engineer
15 7 (5.69%) Computer Engineer
Libraries, Frameworks & Software Standards
1 48 (39.02%) Qt
2 36 (29.27%) OpenMP
3 26 (21.14%) X-Windows
4 25 (20.33%) OpenGL
5 21 (17.07%) OpenCL
6 9 (7.32%) TensorFlow
7 8 (6.50%) Theano
8 6 (4.88%) Matplotlib
8 6 (4.88%) NumPy
9 4 (3.25%) LLVM
9 4 (3.25%) Natural Language Processing
9 4 (3.25%) OpenCV
9 4 (3.25%) Renderscript
9 4 (3.25%) scikit-learn
10 3 (2.44%) QML
11 2 (1.63%) DirectX
11 2 (1.63%) OpenGL ES
11 2 (1.63%) WPF
12 1 (0.81%) Django
Miscellaneous
1 80 (65.04%) Computer Science
2 54 (43.90%) Algorithms
3 39 (31.71%) Mathematics
4 20 (16.26%) Artificial Intelligence
5 19 (15.45%) 3D Graphics
5 19 (15.45%) Neural Network
6 16 (13.01%) Statistics
7 13 (10.57%) Physics
8 12 (9.76%) Hedge funds
8 12 (9.76%) Visualisation
9 4 (3.25%) Mobile App
10 3 (2.44%) Robotics
11 1 (0.81%) Analytical Skills
11 1 (0.81%) BBC
11 1 (0.81%) Credit Derivative
11 1 (0.81%) Derivative
11 1 (0.81%) Field-Programmable Gate Array
Operating Systems
1 55 (44.72%) Linux
2 34 (27.64%) Windows
3 28 (22.76%) Unix
4 26 (21.14%) Mac OS X
5 1 (0.81%) VxWorks
Processes & Methodologies
1 47 (38.21%) Software Engineering
2 39 (31.71%) Machine Learning
3 36 (29.27%) Multithreading
4 33 (26.83%) Parallel Programming
5 28 (22.76%) Agile Software Development
6 26 (21.14%) Open Source
7 23 (18.70%) Analytics
8 18 (14.63%) TDD
9 16 (13.01%) OO
10 14 (11.38%) Signal Processing
11 12 (9.76%) Deep Learning
12 11 (8.94%) OOD
13 10 (8.13%) Cross-Platform Development
14 9 (7.32%) 3D Modelling
14 9 (7.32%) Code Optimisation
14 9 (7.32%) Investment Management
15 8 (6.50%) Data Analysis
15 8 (6.50%) Speech Recognition
16 7 (5.69%) Pattern Recognition
16 7 (5.69%) Video Content Analysis
Programming Languages
1 122 (99.19%) C++
2 81 (65.85%) C
3 38 (30.89%) Python
4 10 (8.13%) MATLAB
5 8 (6.50%) Bash Shell
6 7 (5.69%) R
7 6 (4.88%) Assembly Language
8 4 (3.25%) C#
9 3 (2.44%) GLSL
9 3 (2.44%) Julia
10 2 (1.63%) Embedded C
10 2 (1.63%) Java
10 2 (1.63%) XAML
11 1 (0.81%) Perl
11 1 (0.81%) Tcl
Qualifications
1 58 (47.15%) Degree
2 29 (23.58%) PhD
System Software
1 26 (21.14%) Cygwin
Vendors
1 7 (5.69%) Lattice Semiconductor
2 2 (1.63%) Microsoft
3 1 (0.81%) Twitter
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