Period
to 18 August 2018

The table below looks at the prevalence of the term CUDA in permanent job vacancies advertised in England. Included is a benchmarking guide to the salaries offered in vacancies that have cited CUDA over the 6 months to 18 August 2018 with a comparison to the same period over the previous 2 years.

NVIDIA CUDA
UK > England
6 months to
18 Aug 2018
Same period 2017 Same period 2016
Rank 992 1136 1122
Rank change year-on-year +144 -14 +89
Permanent jobs citing CUDA 143 42 115
As % of all permanent IT jobs advertised in England 0.090% 0.025% 0.062%
As % of the Miscellaneous category 0.21% 0.057% 0.14%
Number of salaries quoted 86 33 86
England median annual salary £55,000 £62,500 £50,000
Median salary % change year-on-year -12.00% +25.00% +12.36%
10th Percentile £39,375 £41,250 £32,500
90th Percentile £90,000 £135,000 £100,000
UK median annual salary £55,000 £62,500 £50,000
% change year-on-year -12.00% +25.00% +13.64%

CUDA is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for generic IT skills.

All Generic IT Skills
England
Permanent vacancies with a requirement for generic IT skills 69,426 74,132 80,937
As % of all permanent IT jobs advertised in England 43.67% 44.50% 43.47%
Number of salaries quoted 53,918 56,985 67,145
England median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £28,250 £27,500 £27,500
90th Percentile £85,000 £82,500 £80,000
UK median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

CUDA
Job Vacancy Trend in England

Job postings citing CUDA as a percentage of all IT jobs advertised in England.

Job vacancy trend for CUDA in England

CUDA
Salary Trend in England

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

Salary trend for CUDA in England

CUDA
Salary Histogram in England

The salary distribution of IT jobs citing CUDA in England over the 6 months to 18 August 2018.

Salary histogram for CUDA 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 6 months to 18 August 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
South East +49 65 £52,500 +10.53% 8
East of England +29 32 - - 6
London +46 28 £57,500 -11.54% 12
North of England - 9 £42,500 - 3
South West - 8 £50,000 - 4
North East - 4 £47,500 -
North West - 3 £42,500 - 3
Yorkshire - 2 £32,500 -
Midlands - 1 £35,000 -
West Midlands - 1 £35,000 -
CUDA
UK

For the 6 months to 18 August 2018, IT jobs citing CUDA also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the England region with a requirement for CUDA.

1 134 (93.71%) C++
2 88 (61.54%) Linux
3 81 (56.64%) Mathematics
4 74 (51.75%) Algorithms
5 71 (49.65%) Software Engineering
6 60 (41.96%) Computer Vision
7 59 (41.26%) C
8 55 (38.46%) OpenGL
9 50 (34.97%) Windows
10 47 (32.87%) Python
11 39 (27.27%) Image Processing
11 39 (27.27%) TensorFlow
12 37 (25.87%) Deep Learning
13 34 (23.78%) SDLC
14 33 (23.08%) Degree
15 32 (22.38%) OpenCL
16 31 (21.68%) Physics
17 29 (20.28%) Computer Science
17 29 (20.28%) MATLAB
18 28 (19.58%) Agile Software Development
19 27 (18.88%) Multithreading
19 27 (18.88%) Machine Learning
20 24 (16.78%) Embedded C
20 24 (16.78%) Embedded C++
21 23 (16.08%) PhD
22 22 (15.38%) Computer Science Degree
23 21 (14.69%) Visual Studio
24 20 (13.99%) Games
24 20 (13.99%) Video Processing
24 20 (13.99%) OpenCV

CUDA
Co-occurring 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 1 (0.70%) Apache Spark
1 1 (0.70%) Elasticsearch
Applications
1 3 (2.10%) Simulink
2 1 (0.70%) Microsoft Excel
2 1 (0.70%) Microsoft Office
Cloud Services
1 4 (2.80%) GitHub
Database & Business Intelligence
1 3 (2.10%) MySQL
1 3 (2.10%) PostgreSQL
2 2 (1.40%) Data Mining
3 1 (0.70%) Big Data
3 1 (0.70%) Hadoop
3 1 (0.70%) NoSQL
Development Applications
1 21 (14.69%) Visual Studio
2 11 (7.69%) CMake
3 5 (3.50%) Git (software)
4 4 (2.80%) Team Foundation Server
4 4 (2.80%) TeamCity
5 1 (0.70%) Jenkins
General
1 20 (13.99%) Games
2 17 (11.89%) Electronics
2 17 (11.89%) Finance
3 3 (2.10%) Military
4 1 (0.70%) Automotive
4 1 (0.70%) Banking
4 1 (0.70%) Manufacturing
4 1 (0.70%) Telecoms
Job Titles
1 52 (36.36%) Developer
2 41 (28.67%) C++ Developer
3 39 (27.27%) Computer Engineer
3 39 (27.27%) Computer Vision Engineer
4 32 (22.38%) Software Engineer
5 23 (16.08%) C++ Software Engineer
6 22 (15.38%) C++ Software Developer
6 22 (15.38%) Software Developer
7 16 (11.19%) C Software Engineer
7 16 (11.19%) C/C++ Embedded Software Engineer
7 16 (11.19%) C/C++ Software Engineer
7 16 (11.19%) Embedded C Engineer
7 16 (11.19%) Embedded C Software Engineer
7 16 (11.19%) Embedded C/C++ Engineer
7 16 (11.19%) Embedded C/C++ Software Engineer
7 16 (11.19%) Embedded C++ Engineer
7 16 (11.19%) Embedded C++ Software Engineer
7 16 (11.19%) Embedded Engineer
7 16 (11.19%) Embedded Software Engineer
8 12 (8.39%) Senior Developer
Libraries, Frameworks & Software Standards
1 55 (38.46%) OpenGL
2 39 (27.27%) TensorFlow
3 32 (22.38%) OpenCL
4 20 (13.99%) OpenCV
5 16 (11.19%) DirectX
6 13 (9.09%) Boost C++ Libraries
7 12 (8.39%) OpenMP
7 12 (8.39%) Qt
7 12 (8.39%) Vulkan
8 10 (6.99%) OpenGL ES
8 10 (6.99%) Unity (Game Engine)
8 10 (6.99%) ZeroMQ
9 9 (6.29%) HTML
9 9 (6.29%) HTML5
9 9 (6.29%) MEAN Stack
9 9 (6.29%) WebGL
10 5 (3.50%) .NET
11 4 (2.80%) DirectCompute
11 4 (2.80%) Renderscript
12 3 (2.10%) STL
Miscellaneous
1 74 (51.75%) Algorithms
2 29 (20.28%) Computer Science
3 12 (8.39%) Augmented Reality
4 10 (6.99%) Robotics
4 10 (6.99%) User Experience
5 9 (6.29%) Video\Live Streaming
6 7 (4.90%) 3D Graphics
6 7 (4.90%) GPGPU
7 5 (3.50%) Analytical Skills
7 5 (3.50%) Field-Programmable Gate Array
8 4 (2.80%) Management Information System
9 3 (2.10%) Virtual Team
10 1 (0.70%) Data Structures
10 1 (0.70%) Embedded Systems
10 1 (0.70%) Equities
10 1 (0.70%) Fintech
10 1 (0.70%) Foreign Exchange (FX)
10 1 (0.70%) Life Science
10 1 (0.70%) Self-Motivation
10 1 (0.70%) Social Network
Operating Systems
1 88 (61.54%) Linux
2 50 (34.97%) Windows
3 18 (12.59%) Android
4 4 (2.80%) Embedded Linux
5 3 (2.10%) Windows 10
5 3 (2.10%) Windows 7
6 1 (0.70%) Apple iOS
6 1 (0.70%) Mac OS
6 1 (0.70%) Solaris
6 1 (0.70%) Unix
Processes & Methodologies
1 81 (56.64%) Mathematics
2 71 (49.65%) Software Engineering
3 60 (41.96%) Computer Vision
4 39 (27.27%) Image Processing
5 37 (25.87%) Deep Learning
6 34 (23.78%) SDLC
7 31 (21.68%) Physics
8 28 (19.58%) Agile Software Development
9 27 (18.88%) Machine Learning
9 27 (18.88%) Multithreading
10 20 (13.99%) Video Processing
11 18 (12.59%) OO
12 13 (9.09%) Kalman Filter
12 13 (9.09%) Neural Network
12 13 (9.09%) Parallel Programming
12 13 (9.09%) Signal Processing
13 12 (8.39%) Visualisation
14 10 (6.99%) Analytics
14 10 (6.99%) Disruptive Innovation
14 10 (6.99%) OOD
Programming Languages
1 134 (93.71%) C++
2 59 (41.26%) C
3 47 (32.87%) Python
4 29 (20.28%) MATLAB
5 24 (16.78%) Embedded C
5 24 (16.78%) Embedded C++
6 18 (12.59%) Java
7 9 (6.29%) JavaScript
8 5 (3.50%) C#
8 5 (3.50%) R
9 4 (2.80%) SQL
10 1 (0.70%) Bash Shell
10 1 (0.70%) GLSL
10 1 (0.70%) Lua
10 1 (0.70%) Pascal
10 1 (0.70%) Perl
10 1 (0.70%) Scala
Qualifications
1 33 (23.08%) Degree
2 23 (16.08%) PhD
3 22 (15.38%) Computer Science Degree
4 2 (1.40%) Master's Degree
5 1 (0.70%) Numerate Degree
Quality Assurance & Compliance
1 19 (13.29%) QA
2 4 (2.80%) GDPR
Vendors
1 1 (0.70%) Intel
1 1 (0.70%) Microsoft
1 1 (0.70%) NVIDIA
1 1 (0.70%) QNX