The table below looks at the prevalence of the term CUDA in permanent job vacancies. Included is a benchmarking guide to the salaries offered in vacancies that have cited CUDA over the 3 months to 28 June 2017 with a comparison to the same period over the previous 2 years.

NVIDIA CUDA
UK
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 853 871 916
Rank change year-on-year +18 +45  
Permanent jobs citing CUDA 21 64 47
As % of all permanent IT jobs advertised in the UK 0.024% 0.065% 0.043%
As % of the Miscellaneous category 0.056% 0.16% 0.11%
Number of salaries quoted 15 43 35
Median salary £62,500 £47,500 £38,500
Median salary % change year-on-year +31.57% +23.37%  
90% offered a salary of more than £46,000 £35,000 £29,000
10% offered a salary of more than £107,500 £100,000 £90,000
UK excluding London median salary £50,000 £40,000 £37,500
% change year-on-year +25.00% +6.66%  

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 with a requirement for generic IT skills.

Generic IT Skills
UK
Permanent job vacancies with a requirement for generic IT skills 37496 40573 44751
As % of all permanent IT job vacancies advertised in the UK 42.16% 41.23% 40.88%
Number of salaries quoted 42157 48576 53542
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26%  
90% offered a salary of more than £27,500 £27,500 £26,750
10% offered a salary of more than £85,000 £80,000 £81,250
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

CUDA
Job Vacancy Trend

Job postings citing CUDA as a percentage of all IT jobs advertised.

Job vacancy trend for CUDA in the UK

CUDA
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing CUDA.

Salary trend for CUDA in the UK

CUDA
Salary Histogram

The salary distribution of IT jobs citing CUDA over the 3 months to 28 June 2017.

Salary histogram for CUDA in the UK

CUDA
Top 6 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing CUDA within the UK over the 3 months to 28 June 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
England +4 19 £62,500 +31.57% 5
London +26 13 £62,500 -3.84% 5
UK excluding London -2 8 £50,000 +25.00% 1
East of England -19 4 - -
South East +29 2 £52,500 +5.00%
Wales - 2 £45,000 -

For the 6 months to 28 June 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 with a requirement for CUDA.

1 40 (100.00%) C++
2 23 (57.50%) Python
3 19 (47.50%) OpenGL
4 18 (45.00%) Software Engineering
5 17 (42.50%) Degree
6 16 (40.00%) Mathematics
6 16 (40.00%) Machine Learning
7 15 (37.50%) Git (software)
8 14 (35.00%) Computer Science
8 14 (35.00%) Visual Studio
8 14 (35.00%) OpenCL
9 12 (30.00%) Business Intelligence
9 12 (30.00%) Algorithms
10 11 (27.50%) Linux
11 10 (25.00%) C#
12 9 (22.50%) Boost C++ Libraries
12 9 (22.50%) Android
12 9 (22.50%) Apple iOS
12 9 (22.50%) Windows
12 9 (22.50%) Finance
13 8 (20.00%) Legal
13 8 (20.00%) Xcode
13 8 (20.00%) Objective-C
13 8 (20.00%) UML
13 8 (20.00%) C
13 8 (20.00%) Java
13 8 (20.00%) STL
13 8 (20.00%) Open Source
13 8 (20.00%) Multithreading
13 8 (20.00%) Mercurial

CUDA
Co-occurring IT Skills 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 4 (10.00%) Apache Spark
1 4 (10.00%) Elasticsearch
Applications
1 4 (10.00%) Microsoft Excel
1 4 (10.00%) Microsoft Office
2 1 (2.50%) Stata
Cloud Services
1 8 (20.00%) Google Play
1 8 (20.00%) iTunes
2 6 (15.00%) GitHub
3 4 (10.00%) Amazon AWS
3 4 (10.00%) Amazon EC2
3 4 (10.00%) Microsoft Azure
Communications & Networking
1 1 (2.50%) TCP/IP
Database & Business Intelligence
1 6 (15.00%) Data Mining
2 4 (10.00%) Amazon DynamoDB
2 4 (10.00%) Big Data
2 4 (10.00%) Hadoop
2 4 (10.00%) NoSQL
3 1 (2.50%) SQL Server
Development Applications
1 15 (37.50%) Git (software)
2 14 (35.00%) Visual Studio
3 8 (20.00%) Android Studio
3 8 (20.00%) Mercurial
3 8 (20.00%) Xcode
4 1 (2.50%) CMake
4 1 (2.50%) JUnit
General
1 9 (22.50%) Finance
2 8 (20.00%) Legal
2 8 (20.00%) Retail
3 2 (5.00%) Banking
3 2 (5.00%) Investment Banking
4 1 (2.50%) Automotive
4 1 (2.50%) Electronics
4 1 (2.50%) Games
4 1 (2.50%) Military
Job Titles
1 18 (45.00%) Developer
2 17 (42.50%) Software Engineer
3 14 (35.00%) C++ Software Engineer
4 13 (32.50%) C++ Developer
5 12 (30.00%) Senior Software Engineer
6 10 (25.00%) Senior C++ Software Engineer
7 8 (20.00%) iOS Software Engineer
7 8 (20.00%) Python Developer
8 5 (12.50%) Algorithmic Trading Developer
8 5 (12.50%) C++ Developer - Algorithmic Trading
9 4 (10.00%) Quantitative Developer
9 4 (10.00%) Software Developer
10 3 (7.50%) C++ Quantitative Developer
11 2 (5.00%) Computer Engineer
11 2 (5.00%) Qualitative Analyst
11 2 (5.00%) Quantitative Analyst
11 2 (5.00%) Senior Analyst Developer
11 2 (5.00%) Senior C++ Developer
11 2 (5.00%) Senior Developer
11 2 (5.00%) Senior Quantitative Analyst
Libraries, Frameworks & Software Standards
1 19 (47.50%) OpenGL
2 14 (35.00%) OpenCL
3 9 (22.50%) Boost C++ Libraries
4 8 (20.00%) iOS SDK
4 8 (20.00%) OpenGL ES
4 8 (20.00%) STL
5 6 (15.00%) NumPy
5 6 (15.00%) Pandas
6 5 (12.50%) Qt
7 4 (10.00%) .NET
7 4 (10.00%) AngularJS
8 3 (7.50%) D3.js
8 3 (7.50%) TensorFlow
8 3 (7.50%) Torch
9 2 (5.00%) Keras
9 2 (5.00%) OpenACC
9 2 (5.00%) Theano
10 1 (2.50%) MFC
10 1 (2.50%) OpenCV
10 1 (2.50%) scikit-learn
Miscellaneous
1 14 (35.00%) Computer Science
2 12 (30.00%) Algorithms
3 7 (17.50%) Data Structures
4 6 (15.00%) Field-Programmable Gate Array
4 6 (15.00%) Hedge funds
5 3 (7.50%) GPGPU
5 3 (7.50%) Robotics
6 2 (5.00%) Augmented Reality
6 2 (5.00%) Life Science
7 1 (2.50%) 3D Graphics
7 1 (2.50%) Analytical Skills
7 1 (2.50%) Arduino
7 1 (2.50%) Digital Media
7 1 (2.50%) Foreign Exchange (FX)
7 1 (2.50%) Greenfield Project
Operating Systems
1 11 (27.50%) Linux
2 9 (22.50%) Android
2 9 (22.50%) Apple iOS
2 9 (22.50%) Windows
3 4 (10.00%) Windows 10
3 4 (10.00%) Windows 7
4 2 (5.00%) Mac OS X
Processes & Methodologies
1 18 (45.00%) Software Engineering
2 16 (40.00%) Machine Learning
2 16 (40.00%) Mathematics
3 12 (30.00%) Business Intelligence
4 8 (20.00%) Android Development
4 8 (20.00%) iOS Development
4 8 (20.00%) Multithreading
4 8 (20.00%) Open Source
4 8 (20.00%) Physics
4 8 (20.00%) Time Series Analysis
4 8 (20.00%) UML
5 7 (17.50%) Code Optimisation
5 7 (17.50%) Data Visualisation
5 7 (17.50%) Visualisation
6 6 (15.00%) Algorithmic Trading
6 6 (15.00%) Investment Management
6 6 (15.00%) Memory Management
7 5 (12.50%) Artificial Intelligence
8 4 (10.00%) Agile Software Development
8 4 (10.00%) Data Security
Programming Languages
1 40 (100.00%) C++
2 23 (57.50%) Python
3 10 (25.00%) C#
4 8 (20.00%) Apple Swift
4 8 (20.00%) C
4 8 (20.00%) Java
4 8 (20.00%) Objective-C
5 6 (15.00%) JavaScript
6 3 (7.50%) MATLAB
7 2 (5.00%) R
8 1 (2.50%) C++/CLI
8 1 (2.50%) Fortran
8 1 (2.50%) Go
8 1 (2.50%) Julia
8 1 (2.50%) Perl
8 1 (2.50%) SQL
Qualifications
1 17 (42.50%) Degree
2 3 (7.50%) PhD
3 1 (2.50%) Computer Science Degree
System Software
1 1 (2.50%) Firmware
Vendors
1 8 (20.00%) Google
2 4 (10.00%) Microsoft
3 1 (2.50%) QNX
South West London
Technical Futures
Salary: From £25,000 to £30,000 per annum To £30K Dep on Academic level
Posted: 10 hours ago
West London
Durlston Partners
Salary: From £90,000 to £110,000 per annum Excellent Bonus and Benefits
Posted: 2 days ago
Glasgow Area
EasyWebRecruitment.com
Salary: Competitive
Posted: 2 days ago
London
DCL Search & Selection
Salary: £40000 - £45000 per annum
Posted: 5 days ago
London
Client Server
Salary: £55k to £70k + benefits
Posted: 16 days ago
London
Client Server
Salary: £55,000 to £70,000 + benefits
Posted: 23 days ago