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

3 months to
26 Jun 2016
Same period 2015 Same period 2014
NVIDIA CUDA
Rank 838 897 933
Rank change year-on-year
+59 +36
Permanent jobs citing CUDA 63 45 37
As % of all permanent IT jobs located in England 0.069% 0.044% 0.033%
As % of the Miscellaneous category 0.17% 0.11% 0.079%
Number of salaries quoted 43 29 33
Median salary £47,500 £42,500 £42,500
Median salary % change year-on-year
+11.76% -
90% offered a salary of more than £40,000 £30,500 £34,325
10% offered a salary of more than £100,000 £80,000 £53,250
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
37974 42725 46596
As % of all permanent IT jobs located in England 41.81% 41.33% 41.31%
Number of salaries quoted 31501 34271 37402
Median salary £50,000 £47,500 £47,500
Median salary % change year-on-year
+5.26% -
90% offered a salary of more than £29,000 £27,500 £29,000
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 June 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 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
South East +52 18 £50,000 +11.11%
London +26 18 £65,000 -18.75%
East of England +38 15 £42,500 +21.42%
North West - 8 £40,000 - 1
West Midlands - 4 £35,000 - 1
CUDA
UK

CUDA
Top 30 Related IT Skills in England

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

1 111 (98.23%) C++
2 77 (68.14%) Computer Science
3 67 (59.29%) C
4 55 (48.67%) Degree
5 53 (46.90%) Linux
6 47 (41.59%) Algorithms
7 46 (40.71%) Software Engineering
8 41 (36.28%) Machine Learning
9 39 (34.51%) Qt
9 39 (34.51%) OpenMP
9 39 (34.51%) Python
10 36 (31.86%) Parallel Programming
11 35 (30.97%) Mathematics
12 32 (28.32%) Multithreading
13 27 (23.89%) Data Mining
14 26 (23.01%) Windows
14 26 (23.01%) Agile Software Development
14 26 (23.01%) Analytics
15 25 (22.12%) Unix
16 24 (21.24%) PhD
17 23 (20.35%) Mac OS X
17 23 (20.35%) X-Windows
17 23 (20.35%) Cygwin
17 23 (20.35%) Open Source
18 21 (18.58%) Git (software)
18 21 (18.58%) Mercurial
18 21 (18.58%) Subversion
19 20 (17.70%) OpenGL
19 20 (17.70%) OO
20 19 (16.81%) OpenCL

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 6 (5.31%) DNN
2 4 (3.54%) Apache
2 4 (3.54%) Apache Spark
Cloud Services
1 6 (5.31%) GitHub
2 1 (0.88%) SaaS
Database & Business Intelligence
1 27 (23.89%) Data Mining
2 12 (10.62%) Big Data
Development Applications
1 21 (18.58%) Git (software)
1 21 (18.58%) Mercurial
1 21 (18.58%) Subversion
2 17 (15.04%) GDB
3 4 (3.54%) yacc
4 2 (1.77%) Visual Studio
General
1 7 (6.19%) Finance
2 6 (5.31%) Electronics
3 4 (3.54%) Games
4 2 (1.77%) Marketing
Job Titles
1 60 (53.10%) Developer
2 53 (46.90%) C++ Developer
3 19 (16.81%) Linux Developer
4 18 (15.93%) Software Engineer
5 17 (15.04%) Applications Developer
5 17 (15.04%) C++ Applications Developer
6 16 (14.16%) Machine Learning Engineer
6 16 (14.16%) Software Developer
7 14 (12.39%) C++ Software Developer
8 12 (10.62%) 3D Developer
9 9 (7.96%) Quantitative Developer
9 9 (7.96%) Senior C++ Developer
9 9 (7.96%) Senior Developer
10 8 (7.08%) MATLAB Engineer
11 7 (6.19%) Computer Scientist
11 7 (6.19%) Python Developer
12 5 (4.42%) C++ Quantitative Developer
12 5 (4.42%) Research Engineer
12 5 (4.42%) Senior Applications Developer
12 5 (4.42%) Senior C++ Applications Developer
Libraries, Frameworks & Software Standards
1 39 (34.51%) OpenMP
1 39 (34.51%) Qt
2 23 (20.35%) X-Windows
3 20 (17.70%) OpenGL
4 19 (16.81%) OpenCL
5 9 (7.96%) TensorFlow
6 8 (7.08%) Theano
7 6 (5.31%) Matplotlib
7 6 (5.31%) NumPy
8 4 (3.54%) LLVM
8 4 (3.54%) Natural Language Processing
8 4 (3.54%) OpenCV
8 4 (3.54%) Renderscript
8 4 (3.54%) scikit-learn
9 2 (1.77%) DirectX
9 2 (1.77%) OpenGL ES
9 2 (1.77%) WPF
10 1 (0.88%) Django
Miscellaneous
1 77 (68.14%) Computer Science
2 47 (41.59%) Algorithms
3 35 (30.97%) Mathematics
4 18 (15.93%) Neural Network
4 18 (15.93%) Statistics
5 16 (14.16%) 3D Graphics
5 16 (14.16%) Artificial Intelligence
6 12 (10.62%) Hedge funds
6 12 (10.62%) Physics
7 9 (7.96%) Visualisation
8 4 (3.54%) Mobile App
9 3 (2.65%) Robotics
10 1 (0.88%) Analytical Skills
10 1 (0.88%) Credit Derivative
10 1 (0.88%) Derivative
10 1 (0.88%) Field-Programmable Gate Array
Operating Systems
1 53 (46.90%) Linux
2 26 (23.01%) Windows
3 25 (22.12%) Unix
4 23 (20.35%) Mac OS X
5 2 (1.77%) VxWorks
Processes & Methodologies
1 46 (40.71%) Software Engineering
2 41 (36.28%) Machine Learning
3 36 (31.86%) Parallel Programming
4 32 (28.32%) Multithreading
5 26 (23.01%) Agile Software Development
5 26 (23.01%) Analytics
6 23 (20.35%) Open Source
7 20 (17.70%) OO
8 17 (15.04%) OOD
9 16 (14.16%) Cross-Platform Development
10 15 (13.27%) TDD
11 14 (12.39%) Signal Processing
12 12 (10.62%) Deep Learning
13 10 (8.85%) Data Analysis
14 9 (7.96%) Code Optimisation
14 9 (7.96%) Investment Management
15 8 (7.08%) Service Design
15 8 (7.08%) Statistical Analysis
15 8 (7.08%) Stochastic Modelling
16 7 (6.19%) Speech Recognition
Programming Languages
1 111 (98.23%) C++
2 67 (59.29%) C
3 39 (34.51%) Python
4 9 (7.96%) MATLAB
4 9 (7.96%) R
5 7 (6.19%) Bash Shell
6 6 (5.31%) Assembly Language
7 4 (3.54%) C#
8 3 (2.65%) Embedded C
9 2 (1.77%) Java
9 2 (1.77%) XAML
10 1 (0.88%) Perl
10 1 (0.88%) Tcl
Qualifications
1 55 (48.67%) Degree
2 24 (21.24%) PhD
System Software
1 23 (20.35%) Cygwin
Vendors
1 6 (5.31%) Lattice Semiconductor
2 2 (1.77%) Microsoft
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