Period
to 20 June 2018

The table below looks at the prevalence of the term CUDA in permanent job vacancies advertised in the South East. Included is a benchmarking guide to the salaries offered in vacancies that have cited CUDA over the 6 months to 20 June 2018 with a comparison to the same period over the previous 2 years.

NVIDIA CUDA
England > South East
6 months to
20 Jun 2018
Same period 2017 Same period 2016
Rank 468 530 599
Rank change year-on-year +62 +69 +51
Permanent jobs citing CUDA 71 10 22
As % of all permanent IT jobs advertised in the South East 0.24% 0.034% 0.059%
As % of the Miscellaneous category 0.59% 0.089% 0.14%
Number of salaries quoted 49 8 9
South East median annual salary £52,500 £47,500 £50,000
Median salary % change year-on-year +10.53% -5.00% +11.11%
10th Percentile £40,000 £37,500 £42,500
90th Percentile £86,000 £56,625 £52,500
England median annual salary £52,500 £62,500 £45,000
% change year-on-year -16.00% +38.89% +2.27%

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 the South East with a requirement for generic IT skills.

All Generic IT Skills
South East
Permanent vacancies with a requirement for generic IT skills 12,034 11,248 15,874
As % of all permanent IT jobs advertised in the South East 40.00% 38.42% 42.29%
Number of salaries quoted 9,900 9,206 13,189
South East median annual salary £45,000 £43,500 £45,000
Median salary % change year-on-year +3.45% -3.33% +3.45%
10th Percentile £26,250 £26,250 £26,000
90th Percentile £70,000 £67,500 £67,500
England median annual salary £50,000 £49,602 £50,000
% change year-on-year +0.80% -0.80% +5.26%

CUDA
Job Vacancy Trend in the South East

Job postings citing CUDA as a percentage of all IT jobs advertised in the South East.

Job vacancy trend for CUDA in the South East

CUDA
Salary Trend in the South East

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

Salary trend for CUDA in the South East

CUDA
Salary Histogram in the South East

The salary distribution of IT jobs citing CUDA in the South East over the 6 months to 20 June 2018.

Salary histogram for CUDA in the South East

CUDA
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing CUDA within the South East region over the 6 months to 20 June 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
Thames Valley +42 62 £52,500 +10.53% 9
Oxfordshire +47 61 £52,500 +16.67% 6
Surrey - 8 £70,000 - 1
Buckinghamshire -5 1 - - 3
Hampshire - 1 £55,000 - 1
CUDA
England

For the 6 months to 20 June 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 South East region with a requirement for CUDA.

1 71 (100.00%) C++
2 50 (70.42%) Mathematics
3 45 (63.38%) Linux
4 29 (40.85%) Windows
5 25 (35.21%) Software Engineering
5 25 (35.21%) Algorithms
6 20 (28.17%) SDLC
6 20 (28.17%) Physics
6 20 (28.17%) Computer Science
6 20 (28.17%) Multithreading
6 20 (28.17%) OOD
6 20 (28.17%) OO
7 19 (26.76%) Parallel Programming
7 19 (26.76%) Agile Software Development
7 19 (26.76%) OpenMP
7 19 (26.76%) Cross-Platform Development
8 18 (25.35%) C
9 17 (23.94%) Degree
10 16 (22.54%) OpenGL
10 16 (22.54%) Computer Vision
10 16 (22.54%) Computer Science Degree
11 14 (19.72%) Deep Learning
12 13 (18.31%) OpenCL
13 12 (16.90%) PhD
13 12 (16.90%) QA
14 11 (15.49%) Games
15 10 (14.08%) Video\Live Streaming
15 10 (14.08%) HTML
15 10 (14.08%) Java
15 10 (14.08%) Visualisation

CUDA
Co-occurring IT Skills in the South East 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:

Applications
1 3 (4.23%) Simulink
Communications & Networking
1 1 (1.41%) Internet
Development Applications
1 6 (8.45%) Visual Studio
2 1 (1.41%) CMake
General
1 11 (15.49%) Games
2 8 (11.27%) Electronics
2 8 (11.27%) Finance
3 2 (2.82%) Manufacturing
Job Titles
1 40 (56.34%) Developer
2 27 (38.03%) C++ Developer
3 12 (16.90%) Computer Engineer
3 12 (16.90%) Computer Vision Engineer
4 11 (15.49%) Software Engineer
5 10 (14.08%) C++ Software Developer
5 10 (14.08%) Cloud Developer
5 10 (14.08%) Graphics Developer
5 10 (14.08%) Software Developer
6 8 (11.27%) C++ Software Engineer
7 7 (9.86%) Senior C++ Software Engineer
7 7 (9.86%) Senior Software Engineer
8 5 (7.04%) Senior C++ Developer
8 5 (7.04%) Senior Developer
8 5 (7.04%) Senior Software Developer
9 2 (2.82%) Artificial Intelligence Engineer
10 1 (1.41%) Android Engineer
10 1 (1.41%) Machine Learning Engineer
10 1 (1.41%) Research Engineer
Libraries, Frameworks & Software Standards
1 19 (26.76%) OpenMP
2 16 (22.54%) OpenGL
3 13 (18.31%) OpenCL
4 10 (14.08%) HTML
4 10 (14.08%) HTML5
4 10 (14.08%) WebGL
5 9 (12.68%) MEAN Stack
6 8 (11.27%) TensorFlow
7 7 (9.86%) Qt
8 6 (8.45%) DirectX
8 6 (8.45%) STL
9 5 (7.04%) MFC
9 5 (7.04%) OpenCV
9 5 (7.04%) OpenGL ES
9 5 (7.04%) Unity (Game Engine)
9 5 (7.04%) Vulkan
9 5 (7.04%) XML
10 2 (2.82%) Boost C++ Libraries
11 1 (1.41%) ZeroMQ
Miscellaneous
1 25 (35.21%) Algorithms
2 20 (28.17%) Computer Science
3 10 (14.08%) Video\Live Streaming
4 6 (8.45%) User Experience
5 5 (7.04%) Augmented Reality
5 5 (7.04%) Client/Server
5 5 (7.04%) Robotics
6 3 (4.23%) Self-Motivation
7 2 (2.82%) Life Science
8 1 (1.41%) Internet of Things
Operating Systems
1 45 (63.38%) Linux
2 29 (40.85%) Windows
3 9 (12.68%) Android
4 1 (1.41%) Apple iOS
Processes & Methodologies
1 50 (70.42%) Mathematics
2 25 (35.21%) Software Engineering
3 20 (28.17%) Multithreading
3 20 (28.17%) OO
3 20 (28.17%) OOD
3 20 (28.17%) Physics
3 20 (28.17%) SDLC
4 19 (26.76%) Agile Software Development
4 19 (26.76%) Cross-Platform Development
4 19 (26.76%) Parallel Programming
5 16 (22.54%) Computer Vision
6 14 (19.72%) Deep Learning
7 10 (14.08%) Visualisation
8 8 (11.27%) Applied Mathematics
8 8 (11.27%) Machine Learning
9 6 (8.45%) Android Development
10 5 (7.04%) Continuous Integration
10 5 (7.04%) Multithreaded Programming
10 5 (7.04%) Prototyping
11 4 (5.63%) Kalman Filter
Programming Languages
1 71 (100.00%) C++
2 18 (25.35%) C
3 10 (14.08%) Java
4 9 (12.68%) JavaScript
5 7 (9.86%) Python
6 6 (8.45%) C#
7 5 (7.04%) SQL
8 3 (4.23%) MATLAB
9 1 (1.41%) Bash Shell
Qualifications
1 17 (23.94%) Degree
2 16 (22.54%) Computer Science Degree
3 12 (16.90%) PhD
Quality Assurance & Compliance
1 12 (16.90%) QA
Vendors
1 1 (1.41%) QNX