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 25 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Jun 2016
Same period 2015 Same period 2014
NVIDIA CUDA
Rank 858 911 967
Rank change year-on-year
+53 +56
Permanent jobs citing CUDA 63 53 45
As % of all permanent IT jobs located in the UK 0.065% 0.048% 0.037%
As % of the Miscellaneous category 0.16% 0.12% 0.091%
Number of salaries quoted 43 34 41
Median salary £47,500 £38,500 £40,000
Median salary % change year-on-year
+23.37% -3.75%
90% offered a salary of more than £40,000 £31,750 £36,250
10% offered a salary of more than £100,000 £80,000 £50,000
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
40432 45612 49518
As % of all permanent IT jobs located in the UK 41.65% 41.21% 40.96%
Number of salaries quoted 32988 36217 39486
Median salary £50,000 £47,500 £47,500
Median salary % change year-on-year
+5.26% -
90% offered a salary of more than £28,052 £27,500 £28,500
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 25 June 2016 within the UK.

CUDA Salary Histogram in the UK

CUDA
Top 21 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 25 June 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 +67 63 £47,500 +18.75% 2
South East +67 18 £50,000 +11.11%
London +32 18 £65,000 -18.75%
Oxford +7 16 £50,000 -
Oxfordshire +1 16 £50,000 +11.11%
East of England +39 15 £42,500 +21.42%
North West - 8 £40,000 - 1
Manchester - 8 £40,000 - 1
Chessington +1 7 £50,000 -
Cambridgeshire -3 7 £45,000 +28.57%
Hertfordshire - 6 - -
Hemel Hempstead - 6 - -
City of London - 5 £80,000 -
Warwick - 4 £35,000 - 1
Warwickshire - 4 £35,000 - 1
West Midlands - 4 £35,000 - 1
Essex +11 2 £42,500 -
Colchester -5 2 £42,500 -
Newbury - 2 - -
Berkshire - 2 - -
Cambridge -11 1 £32,500 -7.14%

CUDA
Top 30 Related IT Skills

For the 6 months to 25 June 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.

1 112 (98.25%) C++
2 78 (68.42%) Computer Science
3 68 (59.65%) C
4 56 (49.12%) Degree
5 53 (46.49%) Linux
6 47 (41.23%) Software Engineering
6 47 (41.23%) Algorithms
7 41 (35.96%) Machine Learning
8 40 (35.09%) Qt
9 39 (34.21%) OpenMP
9 39 (34.21%) Python
10 36 (31.58%) Parallel Programming
10 36 (31.58%) Mathematics
11 33 (28.95%) Multithreading
12 27 (23.68%) Data Mining
12 27 (23.68%) Agile Software Development
13 26 (22.81%) Windows
13 26 (22.81%) Analytics
14 25 (21.93%) Unix
14 25 (21.93%) PhD
15 23 (20.18%) Mac OS X
15 23 (20.18%) X-Windows
15 23 (20.18%) Open Source
15 23 (20.18%) Cygwin
16 21 (18.42%) Git (software)
16 21 (18.42%) Mercurial
16 21 (18.42%) OpenGL
16 21 (18.42%) OO
16 21 (18.42%) Subversion
17 19 (16.67%) OpenCL

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 6 (5.26%) DNN
2 4 (3.51%) Apache
2 4 (3.51%) Apache Spark
Cloud Services
1 6 (5.26%) GitHub
2 1 (0.88%) SaaS
Database & Business Intelligence
1 27 (23.68%) Data Mining
2 12 (10.53%) Big Data
Development Applications
1 21 (18.42%) Git (software)
1 21 (18.42%) Mercurial
1 21 (18.42%) Subversion
2 17 (14.91%) GDB
3 4 (3.51%) yacc
4 2 (1.75%) Visual Studio
General
1 7 (6.14%) Finance
2 6 (5.26%) Electronics
3 4 (3.51%) Games
4 2 (1.75%) Marketing
Job Titles
1 60 (52.63%) Developer
2 53 (46.49%) C++ Developer
3 19 (16.67%) Linux Developer
3 19 (16.67%) Software Engineer
4 17 (14.91%) Applications Developer
4 17 (14.91%) C++ Applications Developer
5 16 (14.04%) Machine Learning Engineer
5 16 (14.04%) Software Developer
6 14 (12.28%) C++ Software Developer
7 12 (10.53%) 3D Developer
8 9 (7.89%) Quantitative Developer
8 9 (7.89%) Senior C++ Developer
8 9 (7.89%) Senior Developer
9 8 (7.02%) MATLAB Engineer
10 7 (6.14%) Computer Scientist
10 7 (6.14%) Python Developer
11 5 (4.39%) C++ Quantitative Developer
11 5 (4.39%) Principal Engineer
11 5 (4.39%) Research Engineer
11 5 (4.39%) Senior C++ Applications Developer
Libraries, Frameworks & Software Standards
1 40 (35.09%) Qt
2 39 (34.21%) OpenMP
3 23 (20.18%) X-Windows
4 21 (18.42%) OpenGL
5 19 (16.67%) OpenCL
6 9 (7.89%) TensorFlow
7 8 (7.02%) Theano
8 6 (5.26%) Matplotlib
8 6 (5.26%) NumPy
9 4 (3.51%) LLVM
9 4 (3.51%) Natural Language Processing
9 4 (3.51%) OpenCV
9 4 (3.51%) Renderscript
9 4 (3.51%) scikit-learn
10 2 (1.75%) DirectX
10 2 (1.75%) OpenGL ES
10 2 (1.75%) WPF
11 1 (0.88%) Django
Miscellaneous
1 78 (68.42%) Computer Science
2 47 (41.23%) Algorithms
3 36 (31.58%) Mathematics
4 18 (15.79%) Neural Network
4 18 (15.79%) Statistics
5 17 (14.91%) 3D Graphics
6 16 (14.04%) Artificial Intelligence
7 13 (11.40%) Physics
8 12 (10.53%) Hedge funds
9 9 (7.89%) Visualisation
10 4 (3.51%) Mobile App
11 3 (2.63%) Robotics
12 1 (0.88%) Analytical Skills
12 1 (0.88%) Credit Derivative
12 1 (0.88%) Derivative
12 1 (0.88%) Field-Programmable Gate Array
Operating Systems
1 53 (46.49%) Linux
2 26 (22.81%) Windows
3 25 (21.93%) Unix
4 23 (20.18%) Mac OS X
5 2 (1.75%) VxWorks
Processes & Methodologies
1 47 (41.23%) Software Engineering
2 41 (35.96%) Machine Learning
3 36 (31.58%) Parallel Programming
4 33 (28.95%) Multithreading
5 27 (23.68%) Agile Software Development
6 26 (22.81%) Analytics
7 23 (20.18%) Open Source
8 21 (18.42%) OO
9 17 (14.91%) OOD
10 16 (14.04%) Cross-Platform Development
10 16 (14.04%) TDD
11 14 (12.28%) Signal Processing
12 12 (10.53%) Deep Learning
13 10 (8.77%) Data Analysis
14 9 (7.89%) Code Optimisation
14 9 (7.89%) Investment Management
15 8 (7.02%) Service Design
15 8 (7.02%) Statistical Analysis
15 8 (7.02%) Stochastic Modelling
16 7 (6.14%) Speech Recognition
Programming Languages
1 112 (98.25%) C++
2 68 (59.65%) C
3 39 (34.21%) Python
4 9 (7.89%) MATLAB
4 9 (7.89%) R
5 7 (6.14%) Bash Shell
6 6 (5.26%) Assembly Language
7 4 (3.51%) C#
8 3 (2.63%) Embedded C
9 2 (1.75%) Java
9 2 (1.75%) XAML
10 1 (0.88%) Perl
10 1 (0.88%) Tcl
Qualifications
1 56 (49.12%) Degree
2 25 (21.93%) PhD
System Software
1 23 (20.18%) Cygwin
Vendors
1 6 (5.26%) Lattice Semiconductor
2 2 (1.75%) Microsoft
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