Period
to 19 November 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 19 November 2018 with a comparison to the same period over the previous 2 years.

NVIDIA CUDA
UK > England
6 months to
19 Nov 2018
Same period 2017 Same period 2016
Rank 1036 1098 1117
Rank change year-on-year +62 +19 +116
Permanent jobs citing CUDA 82 75 88
As % of all permanent IT jobs advertised in England 0.054% 0.045% 0.049%
As % of the Miscellaneous category 0.12% 0.10% 0.12%
Number of salaries quoted 68 68 74
England median annual salary £55,000 £50,000 £45,000
Median salary % change year-on-year +10.00% +11.11% -
10th Percentile £39,625 £38,800 £30,000
90th Percentile £90,000 £100,000 £100,000
UK 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 England with a requirement for generic IT skills.

All Generic IT Skills
England
Permanent vacancies with a requirement for generic IT skills 67,018 74,668 75,610
As % of all permanent IT jobs advertised in England 44.42% 44.65% 42.46%
Number of salaries quoted 52,468 56,646 62,709
England median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £28,750 £27,500 £27,500
90th Percentile £87,500 £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 19 November 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 19 November 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
London +64 30 £55,000 -15.38% 18
South East +9 29 £55,000 +12.82% 11
South West +5 10 £50,000 +31.58% 3
North of England - 8 £42,500 - 2
East of England +16 5 - - 2
North East - 4 £47,500 - 1
North West - 4 £42,500 - 1
CUDA
UK

For the 6 months to 19 November 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 76 (92.68%) C++
2 51 (62.20%) Software Engineering
3 40 (48.78%) Algorithms
4 38 (46.34%) Linux
5 35 (42.68%) Mathematics
6 32 (39.02%) Windows
7 31 (37.80%) Computer Vision
8 30 (36.59%) Deep Learning
9 27 (32.93%) Visual Studio
9 27 (32.93%) Python
10 26 (31.71%) OpenCV
11 25 (30.49%) Image Processing
11 25 (30.49%) Multithreading
12 24 (29.27%) Agile Software Development
13 23 (28.05%) Physics
14 22 (26.83%) Qt
14 22 (26.83%) Games
15 21 (25.61%) Degree
16 20 (24.39%) OpenCL
16 20 (24.39%) Neural Network
17 19 (23.17%) C
18 18 (21.95%) PhD
18 18 (21.95%) OpenGL
18 18 (21.95%) Boost C++ Libraries
18 18 (21.95%) Computer Science
19 17 (20.73%) SDLC
19 17 (20.73%) Machine Learning
20 16 (19.51%) CMake
21 15 (18.29%) ZeroMQ
21 15 (18.29%) Kalman Filter

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 (1.22%) Apache Spark
Applications
1 2 (2.44%) Microsoft Excel
1 2 (2.44%) Microsoft Office
Cloud Services
1 4 (4.88%) GitHub
2 1 (1.22%) Amazon AWS
2 1 (1.22%) Cloud Computing
Database & Business Intelligence
1 3 (3.66%) Data Mining
2 2 (2.44%) MySQL
2 2 (2.44%) PostgreSQL
3 1 (1.22%) Big Data
3 1 (1.22%) Hadoop
3 1 (1.22%) NoSQL
Development Applications
1 27 (32.93%) Visual Studio
2 16 (19.51%) CMake
3 4 (4.88%) Team Foundation Server
3 4 (4.88%) TeamCity
4 3 (3.66%) Git (software)
General
1 22 (26.83%) Games
2 13 (15.85%) Electronics
3 5 (6.10%) Finance
4 3 (3.66%) Military
5 2 (2.44%) Banking
6 1 (1.22%) Automotive
6 1 (1.22%) Manufacturing
6 1 (1.22%) Marketing
6 1 (1.22%) Retail
6 1 (1.22%) Telecoms
Job Titles
1 24 (29.27%) Developer
2 22 (26.83%) C++ Developer
3 21 (25.61%) Software Engineer
4 18 (21.95%) C++ Software Developer
4 18 (21.95%) Computer Engineer
4 18 (21.95%) Computer Vision Engineer
5 17 (20.73%) Software Developer
6 12 (14.63%) C++ Software Engineer
7 9 (10.98%) Research Engineer
7 9 (10.98%) Senior C++ Developer
7 9 (10.98%) Senior Developer
8 8 (9.76%) Senior Software Developer
9 7 (8.54%) Senior Software Engineer
10 6 (7.32%) Algorithm Engineer
11 4 (4.88%) Compiler Engineer
12 3 (3.66%) Linux Engineer
12 3 (3.66%) Python Engineer
12 3 (3.66%) Python Software Engineer
12 3 (3.66%) Senior C++ Software Engineer
13 2 (2.44%) Senior Project Leader
Libraries, Frameworks & Software Standards
1 26 (31.71%) OpenCV
2 22 (26.83%) Qt
3 20 (24.39%) OpenCL
4 18 (21.95%) Boost C++ Libraries
4 18 (21.95%) OpenGL
5 15 (18.29%) ZeroMQ
6 11 (13.41%) TensorFlow
7 9 (10.98%) DirectX
8 7 (8.54%) Caffe
8 7 (8.54%) Vulkan
9 5 (6.10%) .NET
9 5 (6.10%) Unity (Game Engine)
10 4 (4.88%) OpenGL ES
10 4 (4.88%) OpenMP
11 3 (3.66%) STL
12 2 (2.44%) HTML
12 2 (2.44%) HTML5
12 2 (2.44%) MEAN Stack
12 2 (2.44%) WebGL
13 1 (1.22%) Unreal Engine
Miscellaneous
1 40 (48.78%) Algorithms
2 18 (21.95%) Computer Science
3 10 (12.20%) Augmented Reality
4 8 (9.76%) Robotics
5 7 (8.54%) SIMD
6 6 (7.32%) Analytical Skills
6 6 (7.32%) Video\Live Streaming
7 5 (6.10%) Field-Programmable Gate Array
7 5 (6.10%) User Experience
8 4 (4.88%) Management Information System
9 3 (3.66%) 3D Graphics
9 3 (3.66%) GPGPU
10 2 (2.44%) Fintech
10 2 (2.44%) Social Network
10 2 (2.44%) Virtual Team
11 1 (1.22%) Credit Risk
11 1 (1.22%) Data Structures
11 1 (1.22%) Embedded Systems
11 1 (1.22%) Equities
11 1 (1.22%) Life Science
Operating Systems
1 38 (46.34%) Linux
2 32 (39.02%) Windows
3 7 (8.54%) Android
4 4 (4.88%) Windows 10
4 4 (4.88%) Windows 7
5 1 (1.22%) Mac OS
5 1 (1.22%) Solaris
5 1 (1.22%) Unix
Processes & Methodologies
1 51 (62.20%) Software Engineering
2 35 (42.68%) Mathematics
3 31 (37.80%) Computer Vision
4 30 (36.59%) Deep Learning
5 25 (30.49%) Image Processing
5 25 (30.49%) Multithreading
6 24 (29.27%) Agile Software Development
7 23 (28.05%) Physics
8 20 (24.39%) Neural Network
9 17 (20.73%) Machine Learning
9 17 (20.73%) SDLC
10 15 (18.29%) Disruptive Innovation
10 15 (18.29%) Kalman Filter
10 15 (18.29%) Signal Processing
11 10 (12.20%) Analytics
11 10 (12.20%) OO
12 8 (9.76%) Artificial Intelligence
13 6 (7.32%) Innovative Thinking
13 6 (7.32%) Video Analytics
14 5 (6.10%) OOP
Programming Languages
1 76 (92.68%) C++
2 27 (32.93%) Python
3 19 (23.17%) C
4 8 (9.76%) Java
5 7 (8.54%) C#
6 6 (7.32%) MATLAB
6 6 (7.32%) R
7 2 (2.44%) JavaScript
7 2 (2.44%) Scala
8 1 (1.22%) Lua
8 1 (1.22%) Pascal
8 1 (1.22%) Perl
8 1 (1.22%) SQL
Qualifications
1 21 (25.61%) Degree
2 18 (21.95%) PhD
3 11 (13.41%) Computer Science Degree
4 1 (1.22%) Numerate Degree
4 1 (1.22%) Postgraduate
Quality Assurance & Compliance
1 15 (18.29%) QA
2 4 (4.88%) GDPR
Vendors
1 4 (4.88%) Google
2 2 (2.44%) Microsoft
3 1 (1.22%) Intel
3 1 (1.22%) NVIDIA
3 1 (1.22%) QNX