Period
to 10 December 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 10 December 2018 with a comparison to the same period over the previous 2 years.

NVIDIA CUDA
England > South East
6 months to
10 Dec 2018
Same period 2017 Same period 2016
Rank 505 506 573
Rank change year-on-year +1 +67 +74
Permanent jobs citing CUDA 27 51 19
As % of all permanent IT jobs advertised in the South East 0.096% 0.16% 0.056%
As % of the Miscellaneous category 0.25% 0.46% 0.15%
Number of salaries quoted 23 51 11
South East median annual salary £55,000 £50,000 £42,500
Median salary % change year-on-year +10.00% +17.65% -5.56%
10th Percentile £45,000 £41,250 £38,750
90th Percentile £90,000 £57,500 £52,500
England median annual salary £55,000 £50,000 £45,000
% change year-on-year +10.00% +11.11% -

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 10,617 11,195 12,298
As % of all permanent IT jobs advertised in the South East 37.61% 36.15% 36.18%
Number of salaries quoted 8,415 9,039 10,025
South East median annual salary £48,514 £45,000 £45,000
Median salary % change year-on-year +7.81% - -
10th Percentile £28,250 £26,250 £27,000
90th Percentile £72,500 £69,000 £70,000
England median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - +2.56%

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 10 December 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 10 December 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 -4 18 £60,000 +20.00% 4
Oxfordshire -17 17 £60,000 +20.00% 3
Hampshire - 5 £55,000 - 1
Surrey +36 4 £75,000 +7.14% 1
Buckinghamshire +17 1 - -
CUDA
England

For the 6 months to 10 December 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 27 (100.00%) C++
2 21 (77.78%) Software Engineering
3 19 (70.37%) Mathematics
4 16 (59.26%) Physics
5 15 (55.56%) Linux
5 15 (55.56%) Multithreading
6 14 (51.85%) Windows
6 14 (51.85%) PhD
7 13 (48.15%) QA
7 13 (48.15%) SDLC
8 10 (37.04%) Algorithms
9 9 (33.33%) Computer Vision
10 8 (29.63%) Degree
10 8 (29.63%) Qt
10 8 (29.63%) Games
11 7 (25.93%) Computer Science
11 7 (25.93%) OpenCL
12 6 (22.22%) OpenCV
12 6 (22.22%) Computer Science Degree
12 6 (22.22%) Boost C++ Libraries
12 6 (22.22%) OpenGL
13 5 (18.52%) Machine Learning
13 5 (18.52%) CMake
14 4 (14.81%) Deep Learning
14 4 (14.81%) Caffe
14 4 (14.81%) TensorFlow
14 4 (14.81%) Video\Live Streaming
14 4 (14.81%) Agile Software Development
14 4 (14.81%) Electronics
14 4 (14.81%) Android

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:

Database & Business Intelligence
1 1 (3.70%) Data Mining
Development Applications
1 5 (18.52%) CMake
2 3 (11.11%) Visual Studio
3 1 (3.70%) Git (software)
General
1 8 (29.63%) Games
2 4 (14.81%) Electronics
3 1 (3.70%) Automotive
3 1 (3.70%) Finance
3 1 (3.70%) Manufacturing
Job Titles
1 16 (59.26%) Developer
2 14 (51.85%) C++ Developer
2 14 (51.85%) C++ Software Developer
3 13 (48.15%) Software Developer
4 7 (25.93%) Senior C++ Developer
4 7 (25.93%) Senior Developer
4 7 (25.93%) Senior Software Developer
5 5 (18.52%) Software Engineer
6 3 (11.11%) C++ Software Engineer
6 3 (11.11%) Computer Engineer
6 3 (11.11%) Computer Vision Engineer
6 3 (11.11%) Research Engineer
7 2 (7.41%) Cloud Developer
7 2 (7.41%) Graphics Developer
8 1 (3.70%) Developer/Software Engineer
Libraries, Frameworks & Software Standards
1 8 (29.63%) Qt
2 7 (25.93%) OpenCL
3 6 (22.22%) Boost C++ Libraries
3 6 (22.22%) OpenCV
3 6 (22.22%) OpenGL
4 4 (14.81%) Caffe
4 4 (14.81%) TensorFlow
5 3 (11.11%) DirectX
5 3 (11.11%) ZeroMQ
6 2 (7.41%) HTML
6 2 (7.41%) HTML5
6 2 (7.41%) MEAN Stack
6 2 (7.41%) STL
6 2 (7.41%) Unity (Game Engine)
6 2 (7.41%) WebGL
7 1 (3.70%) OpenGL ES
7 1 (3.70%) Unreal Engine
7 1 (3.70%) Vulkan
Miscellaneous
1 10 (37.04%) Algorithms
2 4 (14.81%) Video\Live Streaming
3 3 (11.11%) Augmented Reality
3 3 (11.11%) SIMD
4 2 (7.41%) Robotics
4 2 (7.41%) User Experience
5 1 (3.70%) Embedded Systems
5 1 (3.70%) GPGPU
5 1 (3.70%) Life Science
Operating Systems
1 15 (55.56%) Linux
2 14 (51.85%) Windows
3 4 (14.81%) Android
4 1 (3.70%) Mac OS
Processes & Methodologies
1 21 (77.78%) Software Engineering
2 19 (70.37%) Mathematics
3 16 (59.26%) Physics
4 15 (55.56%) Multithreading
5 13 (48.15%) SDLC
6 9 (33.33%) Computer Vision
7 7 (25.93%) Computer Science
8 5 (18.52%) Machine Learning
9 4 (14.81%) Agile Software Development
9 4 (14.81%) Artificial Intelligence
9 4 (14.81%) Deep Learning
10 3 (11.11%) Convolutional Neural Network
10 3 (11.11%) Disruptive Innovation
10 3 (11.11%) Embedded Software Development
10 3 (11.11%) Image Processing
10 3 (11.11%) Kalman Filter
10 3 (11.11%) Neural Network
10 3 (11.11%) Signal Processing
11 2 (7.41%) Unit Testing
11 2 (7.41%) Visualisation
Programming Languages
1 27 (100.00%) C++
2 3 (11.11%) Java
3 2 (7.41%) C
3 2 (7.41%) JavaScript
3 2 (7.41%) Python
4 1 (3.70%) C#
4 1 (3.70%) MATLAB
Qualifications
1 14 (51.85%) PhD
2 8 (29.63%) Degree
3 6 (22.22%) Computer Science Degree
Quality Assurance & Compliance
1 13 (48.15%) QA
Vendors
1 2 (7.41%) Google
2 1 (3.70%) QNX