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

NVIDIA CUDA
UK > England
6 months to
23 May 2018
Same period 2017 Same period 2016
Rank 995 1109 1132
Rank change year-on-year +114 +23 +71
Permanent jobs citing CUDA 156 41 124
As % of all permanent IT jobs advertised in England 0.097% 0.026% 0.066%
As % of the Miscellaneous category 0.22% 0.060% 0.15%
Number of salaries quoted 88 34 107
England median annual salary £52,500 £62,500 £50,000
Median salary % change year-on-year -16.00% +25.00% +25.00%
10th Percentile £39,625 £37,500 £30,000
90th Percentile £85,000 £105,000 £100,000
UK median annual salary £52,500 £57,500 £50,000
% change year-on-year -8.70% +15.00% +29.87%

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 69,526 68,085 82,948
As % of all permanent IT jobs advertised in England 43.22% 42.71% 43.95%
Number of salaries quoted 54,558 55,152 68,129
England median annual salary £50,000 £49,500 £50,000
Median salary % change year-on-year +1.01% -1.00% +5.26%
10th Percentile £28,250 £27,500 £27,500
90th Percentile £85,000 £81,250 £79,000
UK median annual salary £50,000 £47,500 £48,750
% change year-on-year +5.26% -2.56% +7.14%

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 23 May 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 23 May 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 +53 80 £52,500 +23.53% 17
East of England +23 40 £45,000 +12.50% 6
South West - 21 £52,500 - 4
London -18 11 £57,500 -8.00% 8
North of England - 3 £32,500 - 1
Yorkshire - 2 £32,500 - 1
Midlands - 1 £35,000 -
North West - 1 £45,000 -
West Midlands - 1 £35,000 -
CUDA
UK

For the 6 months to 23 May 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.

1 149 (95.51%) C++
2 94 (60.26%) Linux
3 92 (58.97%) Algorithms
4 87 (55.77%) Mathematics
5 72 (46.15%) Software Engineering
6 61 (39.10%) Python
7 56 (35.90%) C
7 56 (35.90%) TensorFlow
8 53 (33.97%) OpenGL
9 52 (33.33%) Windows
10 48 (30.77%) PhD
11 47 (30.13%) Computer Vision
12 42 (26.92%) Machine Learning
13 40 (25.64%) Image Processing
14 36 (23.08%) Multithreading
15 34 (21.79%) Degree
15 34 (21.79%) Deep Learning
16 31 (19.87%) Computer Science
17 30 (19.23%) SDLC
18 29 (18.59%) Physics
19 27 (17.31%) Embedded C
19 27 (17.31%) Embedded C++
20 26 (16.67%) Signal Processing
21 24 (15.38%) OOD
21 24 (15.38%) MATLAB
22 23 (14.74%) C#
22 23 (14.74%) Video Processing
23 21 (13.46%) OO
23 21 (13.46%) Artificial Intelligence
23 21 (13.46%) Neural Network

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 (0.64%) Apache
1 1 (0.64%) Apache Spark
1 1 (0.64%) Elasticsearch
Applications
1 4 (2.56%) Weka
2 3 (1.92%) Simulink
Cloud Services
1 6 (3.85%) Amazon AWS
2 1 (0.64%) Google Cloud Platform
2 1 (0.64%) Microsoft Azure
Communications & Networking
1 2 (1.28%) Wireless
2 1 (0.64%) Internet
Database & Business Intelligence
1 2 (1.28%) Hadoop
2 1 (0.64%) Apache Hive
2 1 (0.64%) Big Data
2 1 (0.64%) Flink
2 1 (0.64%) MySQL
2 1 (0.64%) NoSQL
2 1 (0.64%) PostgreSQL
2 1 (0.64%) Spotfire
Development Applications
1 12 (7.69%) Visual Studio
2 7 (4.49%) Git (software)
3 1 (0.64%) Clang
3 1 (0.64%) CMake
3 1 (0.64%) Jenkins
3 1 (0.64%) SCons
3 1 (0.64%) Xcode
General
1 15 (9.62%) Finance
2 13 (8.33%) Electronics
3 11 (7.05%) Games
4 10 (6.41%) Pharmaceutical
5 1 (0.64%) Manufacturing
5 1 (0.64%) Marketing
5 1 (0.64%) Retail
5 1 (0.64%) Telecoms
Job Titles
1 57 (36.54%) Developer
2 42 (26.92%) C++ Developer
3 41 (26.28%) Software Engineer
4 35 (22.44%) C++ Software Engineer
5 29 (18.59%) Computer Engineer
5 29 (18.59%) Computer Vision Engineer
6 20 (12.82%) C++ Software Developer
6 20 (12.82%) Software Developer
7 17 (10.90%) C Software Engineer
7 17 (10.90%) C/C++ Embedded Software Engineer
7 17 (10.90%) C/C++ Software Engineer
7 17 (10.90%) Embedded C Engineer
7 17 (10.90%) Embedded C Software Engineer
7 17 (10.90%) Embedded C/C++ Engineer
7 17 (10.90%) Embedded C/C++ Software Engineer
7 17 (10.90%) Embedded C++ Engineer
7 17 (10.90%) Embedded C++ Software Engineer
7 17 (10.90%) Embedded Engineer
7 17 (10.90%) Embedded Software Engineer
8 13 (8.33%) Machine Learning Engineer
Libraries, Frameworks & Software Standards
1 56 (35.90%) TensorFlow
2 53 (33.97%) OpenGL
3 20 (12.82%) OpenCL
4 19 (12.18%) OpenMP
5 16 (10.26%) .NET
5 16 (10.26%) .NET Framework
6 13 (8.33%) Qt
7 12 (7.69%) MFC
8 11 (7.05%) DirectX
9 9 (5.77%) HTML
9 9 (5.77%) HTML5
9 9 (5.77%) WebGL
10 8 (5.13%) MEAN Stack
11 7 (4.49%) STL
11 7 (4.49%) XML
12 6 (3.85%) DirectCompute
12 6 (3.85%) OpenCV
12 6 (3.85%) OpenGL ES
12 6 (3.85%) Renderscript
12 6 (3.85%) Unity (Game Engine)
Miscellaneous
1 92 (58.97%) Algorithms
2 31 (19.87%) Computer Science
3 9 (5.77%) 3D Graphics
3 9 (5.77%) Robotics
3 9 (5.77%) Video\Live Streaming
4 7 (4.49%) Augmented Reality
4 7 (4.49%) Client/Server
5 6 (3.85%) GPGPU
5 6 (3.85%) User Experience
6 5 (3.21%) Self-Motivation
7 1 (0.64%) Analytical Skills
7 1 (0.64%) Credit Risk
7 1 (0.64%) FMCG
7 1 (0.64%) Internet of Things
7 1 (0.64%) Life Science
7 1 (0.64%) Smart Home
7 1 (0.64%) Virtual Team
Operating Systems
1 94 (60.26%) Linux
2 52 (33.33%) Windows
3 18 (11.54%) Android
4 5 (3.21%) Unix
5 4 (2.56%) Embedded Linux
6 1 (0.64%) Apple iOS
Processes & Methodologies
1 87 (55.77%) Mathematics
2 72 (46.15%) Software Engineering
3 47 (30.13%) Computer Vision
4 42 (26.92%) Machine Learning
5 40 (25.64%) Image Processing
6 36 (23.08%) Multithreading
7 34 (21.79%) Deep Learning
8 30 (19.23%) SDLC
9 29 (18.59%) Physics
10 26 (16.67%) Signal Processing
11 24 (15.38%) OOD
12 23 (14.74%) Video Processing
13 21 (13.46%) Artificial Intelligence
13 21 (13.46%) Neural Network
13 21 (13.46%) OO
14 19 (12.18%) Cross-Platform Development
14 19 (12.18%) Parallel Programming
15 18 (11.54%) Agile Software Development
16 16 (10.26%) Biology
17 13 (8.33%) Visualisation
Programming Languages
1 149 (95.51%) C++
2 61 (39.10%) Python
3 56 (35.90%) C
4 27 (17.31%) Embedded C
4 27 (17.31%) Embedded C++
5 24 (15.38%) MATLAB
6 23 (14.74%) C#
7 14 (8.97%) Java
8 11 (7.05%) SQL
9 9 (5.77%) JavaScript
10 5 (3.21%) Bash Shell
11 2 (1.28%) GLSL
12 1 (0.64%) Pascal
12 1 (0.64%) R
Qualifications
1 48 (30.77%) PhD
2 34 (21.79%) Degree
3 19 (12.18%) Computer Science Degree
4 6 (3.85%) Master's Degree
Quality Assurance & Compliance
1 17 (10.90%) QA
Vendors
1 18 (11.54%) NVIDIA
2 16 (10.26%) Microsoft
3 1 (0.64%) Google
3 1 (0.64%) Tableau