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

3 months to
30 Jul 2016
Same period 2015 Same period 2014
NVIDIA CUDA
Rank 854 948 960
Rank change year-on-year
+94 +12
Permanent jobs citing CUDA 57 33 41
As % of all permanent IT jobs located in the UK 0.058% 0.030% 0.035%
As % of the Miscellaneous category 0.14% 0.072% 0.086%
Number of salaries quoted 41 18 39
Median salary £45,000 £45,000 £47,500
Median salary % change year-on-year
- -5.26%
90% offered a salary of more than £35,000 £30,000 £36,550
10% offered a salary of more than £100,000 £80,000 £50,000
UK excluding London median salary £40,000 £45,000 £38,500
% change year-on-year
-11.11% +16.88%

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
40481 45637 47431
As % of all permanent IT jobs located in the UK 41.34% 41.62% 40.48%
Number of salaries quoted 33027 36271 37454
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 £28,500
10% offered a salary of more than £80,000 £75,000 £77,500
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 30 July 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 30 July 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 +59 57 £45,000 - 5
London +37 18 £80,000 - 3
South East +27 18 £50,000 +11.11%
Oxford -1 18 £50,000 -
Oxfordshire -2 18 £50,000 +11.11%
North West - 11 £40,000 - 1
Manchester - 11 £40,000 - 1
East of England +20 7 £40,000 +14.28% 1
City of London - 7 £80,000 - 1
Chessington -1 6 £47,500 -
Cambridgeshire +8 3 £40,000 +14.28%
West Midlands - 3 £35,000 -
Warwickshire - 3 £35,000 -
Warwick - 3 £35,000 -
Essex -1 2 £42,500 -
Colchester -9 2 £42,500 -
Hemel Hempstead - 2 - -
Hertfordshire - 2 - -
Cambridge +4 1 £32,500 -7.14%

CUDA
Top 30 Related IT Skills

For the 6 months to 30 July 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.

1 113 (98.26%) C++
2 73 (63.48%) Computer Science
3 57 (49.57%) C
3 57 (49.57%) Software Engineering
4 54 (46.96%) Degree
5 52 (45.22%) Algorithms
6 49 (42.61%) Machine Learning
7 48 (41.74%) Python
8 46 (40.00%) Linux
9 34 (29.57%) Data Mining
9 34 (29.57%) OpenMP
9 34 (29.57%) Parallel Programming
10 32 (27.83%) Analytics
11 31 (26.96%) Multithreading
11 31 (26.96%) Agile Software Development
12 30 (26.09%) Qt
13 28 (24.35%) OO
14 27 (23.48%) Statistics
15 26 (22.61%) PhD
15 26 (22.61%) OOD
15 26 (22.61%) OpenGL
15 26 (22.61%) Mathematics
16 23 (20.00%) OpenCL
17 22 (19.13%) Cross-Platform Development
18 19 (16.52%) Neural Network
19 18 (15.65%) 3D Graphics
20 17 (14.78%) Artificial Intelligence
21 16 (13.91%) Hedge funds
22 14 (12.17%) Physics
22 14 (12.17%) Unix

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 (5.22%) DNN
2 2 (1.74%) Apache
2 2 (1.74%) Apache Spark
Cloud Services
1 9 (7.83%) GitHub
2 1 (0.87%) SaaS
Database & Business Intelligence
1 34 (29.57%) Data Mining
2 13 (11.30%) Big Data
Development Applications
1 10 (8.70%) Git (software)
2 9 (7.83%) Mercurial
2 9 (7.83%) Subversion
3 8 (6.96%) GDB
4 4 (3.48%) yacc
5 2 (1.74%) Visual Studio
6 1 (0.87%) CMake
6 1 (0.87%) JIRA
6 1 (0.87%) SCons
General
1 6 (5.22%) Electronics
2 5 (4.35%) Finance
3 2 (1.74%) Games
3 2 (1.74%) Marketing
4 1 (0.87%) Military
Job Titles
1 57 (49.57%) Developer
2 50 (43.48%) C++ Developer
3 19 (16.52%) Machine Learning Engineer
3 19 (16.52%) Software Engineer
4 16 (13.91%) Software Developer
5 14 (12.17%) C++ Software Developer
6 13 (11.30%) Quantitative Developer
7 12 (10.43%) 3D Developer
8 11 (9.57%) MATLAB Engineer
8 11 (9.57%) Python Developer
9 10 (8.70%) Linux Developer
10 9 (7.83%) C++ Quantitative Developer
11 8 (6.96%) Applications Developer
11 8 (6.96%) C++ Applications Developer
12 4 (3.48%) Machine Learning Developer
12 4 (3.48%) Principal Engineer
12 4 (3.48%) Principal Software Engineer
13 3 (2.61%) Embedded Engineer
13 3 (2.61%) Research Engineer
13 3 (2.61%) Research Scientist
Libraries, Frameworks & Software Standards
1 34 (29.57%) OpenMP
2 30 (26.09%) Qt
3 26 (22.61%) OpenGL
4 23 (20.00%) OpenCL
5 12 (10.43%) X-Windows
6 11 (9.57%) TensorFlow
7 9 (7.83%) Matplotlib
7 9 (7.83%) NumPy
7 9 (7.83%) Theano
8 4 (3.48%) LLVM
8 4 (3.48%) OpenCV
8 4 (3.48%) Renderscript
9 2 (1.74%) DirectX
9 2 (1.74%) Natural Language Processing
9 2 (1.74%) OpenGL ES
9 2 (1.74%) scikit-learn
9 2 (1.74%) WPF
10 1 (0.87%) Django
10 1 (0.87%) STL
Miscellaneous
1 73 (63.48%) Computer Science
2 52 (45.22%) Algorithms
3 27 (23.48%) Statistics
4 26 (22.61%) Mathematics
5 19 (16.52%) Neural Network
6 18 (15.65%) 3D Graphics
7 17 (14.78%) Artificial Intelligence
8 16 (13.91%) Hedge funds
9 14 (12.17%) Physics
10 13 (11.30%) Visualisation
11 5 (4.35%) Field-Programmable Gate Array
12 4 (3.48%) Data Structures
13 2 (1.74%) Mobile App
13 2 (1.74%) Robotics
14 1 (0.87%) Analytical Skills
14 1 (0.87%) Credit Derivative
14 1 (0.87%) Derivative
14 1 (0.87%) GPGPU
Operating Systems
1 46 (40.00%) Linux
2 14 (12.17%) Unix
3 13 (11.30%) Windows
4 12 (10.43%) Mac OS X
5 2 (1.74%) VxWorks
Processes & Methodologies
1 57 (49.57%) Software Engineering
2 49 (42.61%) Machine Learning
3 34 (29.57%) Parallel Programming
4 32 (27.83%) Analytics
5 31 (26.96%) Agile Software Development
5 31 (26.96%) Multithreading
6 28 (24.35%) OO
7 26 (22.61%) OOD
8 22 (19.13%) Cross-Platform Development
9 14 (12.17%) TDD
10 13 (11.30%) Data Analysis
10 13 (11.30%) Deep Learning
10 13 (11.30%) Investment Management
10 13 (11.30%) Signal Processing
11 12 (10.43%) Open Source
12 11 (9.57%) Service Design
12 11 (9.57%) Statistical Analysis
12 11 (9.57%) Stochastic Modelling
13 9 (7.83%) Code Optimisation
14 8 (6.96%) Bayesian Methods
Programming Languages
1 113 (98.26%) C++
2 57 (49.57%) C
3 48 (41.74%) Python
4 12 (10.43%) MATLAB
5 11 (9.57%) R
6 7 (6.09%) Bash Shell
7 6 (5.22%) Assembly Language
8 4 (3.48%) C#
9 3 (2.61%) Embedded C
10 2 (1.74%) XAML
11 1 (0.87%) Java
11 1 (0.87%) Perl
11 1 (0.87%) Tcl
Qualifications
1 54 (46.96%) Degree
2 26 (22.61%) PhD
System Software
1 12 (10.43%) Cygwin
Vendors
1 6 (5.22%) Lattice Semiconductor
2 2 (1.74%) Microsoft
Manchester, Lancashire
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £35000 - £45000 Per Annum + Benefits
Posted: Yesterday
City, London
ResourceFlow Recruitment Ltd
Salary: Benefits
Posted: 2 days ago
North London
Client Server
Salary: £55k to £70k + benefits
Posted: 4 days ago
West London
Durlston Partners
Salary: From £65,000 to £80,000 per annum Excellent Bonus and Benefits
Posted: 5 days ago
Bedford, Bedfordshire
DCV Technologies
Salary: From £30,000 to £38,000 per annum Upto £38,000
Posted: 5 days ago