Period
to 23 September 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 23 September 2018 with a comparison to the same period over the previous 2 years.

NVIDIA CUDA
England > South East
6 months to
23 Sep 2018
Same period 2017 Same period 2016
Rank 491 527 579
Rank change year-on-year +36 +52 +61
Permanent jobs citing CUDA 51 13 26
As % of all permanent IT jobs advertised in the South East 0.17% 0.045% 0.072%
As % of the Miscellaneous category 0.44% 0.11% 0.18%
Number of salaries quoted 37 13 6
South East median annual salary £55,000 £47,500 £50,000
Median salary % change year-on-year +15.79% -5.00% +11.11%
10th Percentile £43,750 £41,250 £45,000
90th Percentile £90,000 £56,750 £52,500
England median annual salary £55,000 £62,500 £45,000
% change year-on-year -12.00% +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 11,634 11,406 14,631
As % of all permanent IT jobs advertised in the South East 39.91% 39.41% 40.56%
Number of salaries quoted 9,428 9,346 12,067
South East median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +5.63%
10th Percentile £26,250 £26,000 £26,250
90th Percentile £71,250 £67,500 £68,750
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +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 23 September 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 23 September 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 +30 41 £52,500 +10.53% 10
Oxfordshire +26 40 £52,500 +10.53% 3
Surrey +18 6 £75,000 +30.43% 1
Hampshire - 4 £55,000 - 3
Buckinghamshire +22 1 - - 1
CUDA
England

For the 6 months to 23 September 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 51 (100.00%) C++
2 37 (72.55%) Mathematics
3 36 (70.59%) Linux
4 31 (60.78%) Windows
5 30 (58.82%) Software Engineering
6 27 (52.94%) SDLC
7 25 (49.02%) Physics
8 23 (45.10%) Multithreading
9 21 (41.18%) QA
9 21 (41.18%) PhD
9 21 (41.18%) Algorithms
10 19 (37.25%) Computer Vision
11 13 (25.49%) C
12 12 (23.53%) OpenCL
12 12 (23.53%) Deep Learning
13 11 (21.57%) Degree
13 11 (21.57%) Computer Science
14 9 (17.65%) Games
14 9 (17.65%) OpenCV
14 9 (17.65%) Computer Science Degree
15 8 (15.69%) OpenGL
15 8 (15.69%) Agile Software Development
16 7 (13.73%) Machine Learning
17 6 (11.76%) Kalman Filter
17 6 (11.76%) TensorFlow
17 6 (11.76%) Android
17 6 (11.76%) Qt
17 6 (11.76%) Electronics
17 6 (11.76%) Finance
18 5 (9.80%) Video\Live Streaming

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 (5.88%) Simulink
Database & Business Intelligence
1 1 (1.96%) Data Mining
Development Applications
1 4 (7.84%) CMake
2 3 (5.88%) Visual Studio
3 1 (1.96%) Git (software)
General
1 9 (17.65%) Games
2 6 (11.76%) Electronics
2 6 (11.76%) Finance
3 1 (1.96%) Automotive
3 1 (1.96%) Manufacturing
Job Titles
1 29 (56.86%) Developer
2 25 (49.02%) C++ Developer
3 21 (41.18%) C++ Software Developer
3 21 (41.18%) Software Developer
4 13 (25.49%) Computer Engineer
4 13 (25.49%) Computer Vision Engineer
5 11 (21.57%) Senior C++ Developer
5 11 (21.57%) Senior Developer
5 11 (21.57%) Senior Software Developer
6 4 (7.84%) Cloud Developer
6 4 (7.84%) Graphics Developer
7 3 (5.88%) Research Engineer
7 3 (5.88%) Software Engineer
8 1 (1.96%) Artificial Intelligence Engineer
8 1 (1.96%) C++ Software Engineer
8 1 (1.96%) Machine Learning Engineer
Libraries, Frameworks & Software Standards
1 12 (23.53%) OpenCL
2 9 (17.65%) OpenCV
3 8 (15.69%) OpenGL
4 6 (11.76%) Qt
4 6 (11.76%) TensorFlow
5 5 (9.80%) Boost C++ Libraries
6 4 (7.84%) HTML
6 4 (7.84%) HTML5
6 4 (7.84%) MEAN Stack
6 4 (7.84%) OpenMP
6 4 (7.84%) WebGL
7 3 (5.88%) DirectX
7 3 (5.88%) Unity (Game Engine)
7 3 (5.88%) ZeroMQ
8 2 (3.92%) OpenGL ES
8 2 (3.92%) STL
8 2 (3.92%) Vulkan
9 1 (1.96%) Unreal Engine
Miscellaneous
1 21 (41.18%) Algorithms
2 11 (21.57%) Computer Science
3 5 (9.80%) Video\Live Streaming
4 3 (5.88%) Augmented Reality
4 3 (5.88%) Robotics
4 3 (5.88%) User Experience
5 1 (1.96%) Embedded Systems
5 1 (1.96%) GPGPU
5 1 (1.96%) Life Science
Operating Systems
1 36 (70.59%) Linux
2 31 (60.78%) Windows
3 6 (11.76%) Android
4 1 (1.96%) Mac OS
Processes & Methodologies
1 37 (72.55%) Mathematics
2 30 (58.82%) Software Engineering
3 27 (52.94%) SDLC
4 25 (49.02%) Physics
5 23 (45.10%) Multithreading
6 19 (37.25%) Computer Vision
7 12 (23.53%) Deep Learning
8 8 (15.69%) Agile Software Development
9 7 (13.73%) Machine Learning
10 6 (11.76%) Kalman Filter
11 5 (9.80%) Artificial Intelligence
11 5 (9.80%) OO
11 5 (9.80%) OOD
12 4 (7.84%) Convolutional Neural Network
12 4 (7.84%) Cross-Platform Development
12 4 (7.84%) Embedded Software Development
12 4 (7.84%) Linear Algebra
12 4 (7.84%) Parallel Programming
12 4 (7.84%) Visualisation
13 3 (5.88%) Image Processing
Programming Languages
1 51 (100.00%) C++
2 13 (25.49%) C
3 5 (9.80%) Java
4 4 (7.84%) JavaScript
4 4 (7.84%) MATLAB
5 2 (3.92%) Python
6 1 (1.96%) C#
Qualifications
1 21 (41.18%) PhD
2 11 (21.57%) Degree
3 9 (17.65%) Computer Science Degree
Quality Assurance & Compliance
1 21 (41.18%) QA
Vendors
1 1 (1.96%) Google
1 1 (1.96%) QNX