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

3 months to
30 Sep 2016
Same period 2015 Same period 2014
NVIDIA CUDA
Rank 830 915 931
Rank change year-on-year
+85 +16
Permanent jobs citing CUDA 48 21 25
As % of all permanent IT jobs located in England 0.054% 0.021% 0.023%
As % of the Miscellaneous category 0.13% 0.048% 0.058%
Number of salaries quoted 43 13 22
Median salary £45,000 £45,000 £47,500
Median salary % change year-on-year
- -5.26%
90% offered a salary of more than £37,500 £38,040 £32,500
10% offered a salary of more than £100,000 £65,000 £50,000
UK excluding London median salary £40,000 £45,000 £38,500
% change year-on-year
-11.11% +16.88%
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
36831 43359 43064
As % of all permanent IT jobs located in England 41.11% 42.55% 40.27%
Number of salaries quoted 30351 35275 33917
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £29,500 £28,783 £28,000
10% offered a salary of more than £80,000 £75,000 £78,264
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

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 30 September 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 30 September 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 +67 23 £80,000 +6.66% 1
East of England +24 8 £38,750 -
South East +33 7 £47,500 +5.55%
North West - 6 £40,000 -
West Midlands -5 3 £35,000 -10.25%
East Midlands - 1 £40,000 -
CUDA
UK

CUDA
Top 30 Related IT Skills in England

For the 6 months to 30 September 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.

1 105 (92.92%) C++
2 64 (56.64%) Software Engineering
3 61 (53.98%) Computer Science
4 56 (49.56%) Algorithms
5 51 (45.13%) Machine Learning
5 51 (45.13%) Python
6 50 (44.25%) Linux
6 50 (44.25%) Degree
7 49 (43.36%) C
8 38 (33.63%) Data Mining
9 36 (31.86%) Analytics
10 32 (28.32%) Statistics
11 29 (25.66%) OpenMP
11 29 (25.66%) OO
11 29 (25.66%) OOD
11 29 (25.66%) OpenGL
11 29 (25.66%) Parallel Programming
12 27 (23.89%) Multithreading
13 25 (22.12%) PhD
14 24 (21.24%) Agile Software Development
14 24 (21.24%) OpenCL
15 22 (19.47%) Cross-Platform Development
15 22 (19.47%) Mathematics
16 20 (17.70%) Qt
17 17 (15.04%) Hedge funds
18 16 (14.16%) Visualisation
18 16 (14.16%) Artificial Intelligence
18 16 (14.16%) Windows
19 15 (13.27%) MATLAB
19 15 (13.27%) Neural Network

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
Cloud Services
1 12 (10.62%) GitHub
Database & Business Intelligence
1 38 (33.63%) Data Mining
2 14 (12.39%) Big Data
Development Applications
1 7 (6.19%) GDB
2 4 (3.54%) yacc
3 3 (2.65%) Git (software)
4 2 (1.77%) Mercurial
4 2 (1.77%) Subversion
5 1 (0.88%) CMake
5 1 (0.88%) JIRA
5 1 (0.88%) SCons
General
1 14 (12.39%) Electronics
2 2 (1.77%) Marketing
3 1 (0.88%) Aerospace
3 1 (0.88%) Finance
3 1 (0.88%) Military
3 1 (0.88%) Telecoms
Job Titles
1 49 (43.36%) Developer
2 44 (38.94%) C++ Developer
3 26 (23.01%) Software Engineer
4 21 (18.58%) Machine Learning Engineer
5 16 (14.16%) Quantitative Developer
6 14 (12.39%) MATLAB Engineer
7 12 (10.62%) C++ Quantitative Developer
7 12 (10.62%) Python Developer
8 9 (7.96%) Senior Software Engineer
9 8 (7.08%) Embedded Engineer
9 8 (7.08%) Embedded Software Engineer
10 7 (6.19%) Applications Developer
10 7 (6.19%) C++ Applications Developer
10 7 (6.19%) Linux Developer
11 6 (5.31%) 3D Developer
11 6 (5.31%) C++ Software Developer
11 6 (5.31%) Software Developer
12 4 (3.54%) Machine Learning Developer
13 3 (2.65%) Principal Engineer
13 3 (2.65%) Principal Software Engineer
Libraries, Frameworks & Software Standards
1 29 (25.66%) OpenGL
1 29 (25.66%) OpenMP
2 24 (21.24%) OpenCL
3 20 (17.70%) Qt
4 12 (10.62%) NumPy
5 9 (7.96%) Matplotlib
5 9 (7.96%) Middleware
5 9 (7.96%) TensorFlow
5 9 (7.96%) Theano
6 7 (6.19%) X-Windows
7 5 (4.42%) STL
8 4 (3.54%) Boost C++ Libraries
8 4 (3.54%) LLVM
8 4 (3.54%) Renderscript
9 3 (2.65%) Pandas
9 3 (2.65%) scikit-learn
10 2 (1.77%) DirectX
10 2 (1.77%) OpenGL ES
11 1 (0.88%) OpenCV
Miscellaneous
1 61 (53.98%) Computer Science
2 56 (49.56%) Algorithms
3 32 (28.32%) Statistics
4 22 (19.47%) Mathematics
5 17 (15.04%) Hedge funds
6 16 (14.16%) Artificial Intelligence
6 16 (14.16%) Visualisation
7 15 (13.27%) Neural Network
8 13 (11.50%) 3D Graphics
8 13 (11.50%) Physics
9 9 (7.96%) Device Driver
9 9 (7.96%) Field-Programmable Gate Array
10 8 (7.08%) Data Structures
11 2 (1.77%) GPGPU
Operating Systems
1 50 (44.25%) Linux
2 16 (14.16%) Windows
3 11 (9.73%) VxWorks
4 9 (7.96%) Unix
5 7 (6.19%) Mac OS X
Processes & Methodologies
1 64 (56.64%) Software Engineering
2 51 (45.13%) Machine Learning
3 36 (31.86%) Analytics
4 29 (25.66%) OO
4 29 (25.66%) OOD
4 29 (25.66%) Parallel Programming
5 27 (23.89%) Multithreading
6 24 (21.24%) Agile Software Development
7 22 (19.47%) Cross-Platform Development
8 15 (13.27%) Data Analysis
8 15 (13.27%) Investment Management
9 14 (12.39%) Service Design
9 14 (12.39%) Statistical Analysis
9 14 (12.39%) Stochastic Modelling
10 11 (9.73%) Deep Learning
10 11 (9.73%) Signal Processing
11 8 (7.08%) Bayesian Methods
12 7 (6.19%) 3D Modelling
12 7 (6.19%) Code Optimisation
12 7 (6.19%) Open Source
Programming Languages
1 105 (92.92%) C++
2 51 (45.13%) Python
3 49 (43.36%) C
4 15 (13.27%) MATLAB
5 14 (12.39%) R
6 12 (10.62%) Embedded C
7 7 (6.19%) Bash Shell
8 4 (3.54%) Assembly Language
9 1 (0.88%) Perl
9 1 (0.88%) Tcl
Qualifications
1 50 (44.25%) Degree
2 25 (22.12%) PhD
System Software
1 7 (6.19%) Cygwin
2 3 (2.65%) Firmware
Vendors
1 6 (5.31%) Intel
1 6 (5.31%) Lattice Semiconductor
London
Client Server
Salary: £55k to £70k + benefits
Posted: 23 days ago