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 3 months to 26 April 2017 with a comparison to the same period over the previous 2 years.

NVIDIA CUDA
UK / England
3 months to
26 Apr 2017
Same period 2016 Same period 2015
Rank 823 883 922
Rank change year-on-year +60 +39  
Permanent jobs citing CUDA 16 53 37
As % of all permanent IT jobs advertised in England 0.020% 0.054% 0.036%
As % of the Miscellaneous category 0.048% 0.13% 0.087%
Number of salaries quoted 13 43 20
Median salary £62,500 £50,000 £44,000
Median salary % change year-on-year +25.00% +13.63%  
90% offered a salary of more than £45,000 £35,000 £34,750
10% offered a salary of more than £120,000 £100,000 £80,000
UK excluding London median salary £45,000 £37,500 £38,500
% change year-on-year +20.00% -2.59%  

CUDA is in the generic IT skills category. The next 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.

Generic IT Skills
England
Permanent job vacancies with a requirement for generic IT skills 33286 41827 42493
As % of all permanent IT job vacancies advertised in England 40.99% 42.85% 40.94%
Number of salaries quoted 27035 34249 34007
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26%  
90% offered a salary of more than £30,000 £30,000 £28,500
10% offered a salary of more than £80,000 £75,000 £77,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

CUDA
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing CUDA as a proportion of all permanent or contract IT jobs with a match in the Miscellaneous category.

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 3 months to 26 April 2017.

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 3 months to 26 April 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +45 10 £90,000 +12.50% 1
South East +66 6 £47,500 +5.55% 2
CUDA
UK

For the 6 months to 26 April 2017, IT jobs citing CUDA also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for CUDA.

1 42 (93.33%) C++
2 32 (71.11%) Python
3 26 (57.78%) OpenGL
3 26 (57.78%) Computer Science
4 25 (55.56%) Degree
5 22 (48.89%) Boost C++ Libraries
5 22 (48.89%) Machine Learning
5 22 (48.89%) STL
6 20 (44.44%) Algorithms
7 19 (42.22%) OpenCL
8 18 (40.00%) Multithreading
8 18 (40.00%) Git (software)
9 17 (37.78%) Mathematics
9 17 (37.78%) Linux
10 16 (35.56%) Software Engineering
11 12 (26.67%) Finance
11 12 (26.67%) Java
11 12 (26.67%) Physics
11 12 (26.67%) Time Series Analysis
12 11 (24.44%) Pandas
12 11 (24.44%) Data Structures
12 11 (24.44%) GitHub
12 11 (24.44%) NumPy
12 11 (24.44%) Investment Management
12 11 (24.44%) Data Mining
13 10 (22.22%) MATLAB
13 10 (22.22%) Field-Programmable Gate Array
13 10 (22.22%) GPGPU
13 10 (22.22%) Hedge funds
13 10 (22.22%) Unit Testing

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:

Cloud Services
1 11 (24.44%) GitHub
2 2 (4.44%) Google Play
2 2 (4.44%) iTunes
3 1 (2.22%) Amazon AWS
3 1 (2.22%) Microsoft Azure
Communications & Networking
1 1 (2.22%) TCP/IP
Database & Business Intelligence
1 11 (24.44%) Data Mining
2 2 (4.44%) SQL Server
3 1 (2.22%) MongoDB
3 1 (2.22%) NoSQL
Development Applications
1 18 (40.00%) Git (software)
2 10 (22.22%) CMake
3 4 (8.89%) Visual Studio
4 2 (4.44%) Android Studio
4 2 (4.44%) Mercurial
4 2 (4.44%) Xcode
5 1 (2.22%) GDB
5 1 (2.22%) Jenkins
5 1 (2.22%) JIRA
5 1 (2.22%) SCons
General
1 12 (26.67%) Finance
2 9 (20.00%) Automotive
3 4 (8.89%) Electronics
4 2 (4.44%) Legal
4 2 (4.44%) Retail
5 1 (2.22%) Games
5 1 (2.22%) Law
5 1 (2.22%) Military
Job Titles
1 36 (80.00%) Developer
2 33 (73.33%) C++ Developer
3 13 (28.89%) Python Developer
3 13 (28.89%) Software Developer
4 12 (26.67%) C++ Software Developer
5 10 (22.22%) Software Engineer
6 8 (17.78%) Algorithmic Trading Developer
6 8 (17.78%) C++ Developer - Algorithmic Trading
7 7 (15.56%) C++ Software Engineer
8 5 (11.11%) Quantitative Developer
9 4 (8.89%) C++ Quantitative Developer
10 3 (6.67%) Embedded Engineer
10 3 (6.67%) Embedded Software Engineer
10 3 (6.67%) Middleware Engineer
11 2 (4.44%) Developer/Software Engineer
11 2 (4.44%) iOS Software Engineer
11 2 (4.44%) Machine Learning Developer
11 2 (4.44%) Performance Engineer
11 2 (4.44%) Senior Software Engineer
11 2 (4.44%) Software Performance Engineer
Libraries, Frameworks & Software Standards
1 26 (57.78%) OpenGL
2 22 (48.89%) Boost C++ Libraries
2 22 (48.89%) STL
3 19 (42.22%) OpenCL
4 11 (24.44%) NumPy
4 11 (24.44%) Pandas
5 9 (20.00%) OpenCV
6 6 (13.33%) Qt
7 3 (6.67%) D3.js
7 3 (6.67%) Middleware
8 2 (4.44%) iOS SDK
8 2 (4.44%) OpenGL ES
8 2 (4.44%) scikit-cuda
9 1 (2.22%) CSS
9 1 (2.22%) MFC
9 1 (2.22%) Node.js
9 1 (2.22%) OpenMP
9 1 (2.22%) scikit-learn
9 1 (2.22%) WPF
9 1 (2.22%) X-Windows
Miscellaneous
1 26 (57.78%) Computer Science
2 20 (44.44%) Algorithms
3 11 (24.44%) Data Structures
4 10 (22.22%) Field-Programmable Gate Array
4 10 (22.22%) GPGPU
4 10 (22.22%) Hedge funds
5 9 (20.00%) Robotics
6 3 (6.67%) Device Driver
7 2 (4.44%) Life Science
8 1 (2.22%) 3D Graphics
8 1 (2.22%) Analytical Skills
8 1 (2.22%) Arduino
8 1 (2.22%) Digital Media
8 1 (2.22%) Foreign Exchange (FX)
8 1 (2.22%) Greenfield Project
Operating Systems
1 17 (37.78%) Linux
2 9 (20.00%) Windows
3 3 (6.67%) Android
3 3 (6.67%) Apple iOS
3 3 (6.67%) Mac OS X
3 3 (6.67%) VxWorks
4 1 (2.22%) Unix
Processes & Methodologies
1 22 (48.89%) Machine Learning
2 18 (40.00%) Multithreading
3 17 (37.78%) Mathematics
4 16 (35.56%) Software Engineering
5 12 (26.67%) Physics
5 12 (26.67%) Time Series Analysis
6 11 (24.44%) Investment Management
7 10 (22.22%) Code Optimisation
7 10 (22.22%) Memory Management
7 10 (22.22%) Unit Testing
8 9 (20.00%) Algorithmic Trading
9 5 (11.11%) Visualisation
10 4 (8.89%) Artificial Intelligence
10 4 (8.89%) Deep Learning
10 4 (8.89%) Neuroscience
10 4 (8.89%) Parallel Computing
10 4 (8.89%) Reinforcement Learning
11 3 (6.67%) Analytics
11 3 (6.67%) Device Driver Development
11 3 (6.67%) Open Source
Programming Languages
1 42 (93.33%) C++
2 32 (71.11%) Python
3 12 (26.67%) Java
4 10 (22.22%) MATLAB
5 7 (15.56%) C
6 3 (6.67%) Embedded C
7 2 (4.44%) Apple Swift
7 2 (4.44%) C#
7 2 (4.44%) Objective-C
8 1 (2.22%) C++/CLI
8 1 (2.22%) Go
8 1 (2.22%) JavaScript
8 1 (2.22%) R
8 1 (2.22%) SQL
Qualifications
1 25 (55.56%) Degree
2 5 (11.11%) PhD
System Software
1 1 (2.22%) Cygwin
1 1 (2.22%) Firmware
Vendors
1 3 (6.67%) Intel
2 2 (4.44%) Google
3 1 (2.22%) Microsoft
3 1 (2.22%) QNX
Colchester, Essex
DCV Technologies
Salary: Excellent Salary and Benefits packages
Posted: Yesterday
South West London
Technical Futures
Salary: Competitive Package
Posted: 6 days ago
Bracknell
Computer Futures
Salary: competitive
Posted: 24 days ago
Bracknell, Berkshire
Algorithmic Laboratories
Salary: From £45,000 to £60,000 per annum
Posted: 27 days ago