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 22 March 2017 with a comparison to the same period over the previous 2 years.

3 months to
22 Mar 2017
Same period 2016 Same period 2015
NVIDIA CUDA
UK
Rank 847 888 922
Rank change year-on-year +41 +34  
Permanent jobs citing CUDA 18 53 39
As % of all permanent IT jobs advertised in the UK 0.021% 0.052% 0.037%
As % of the Miscellaneous category 0.056% 0.13% 0.096%
Number of salaries quoted 14 50 30
Median salary £88,750 £45,000 £40,000
Median salary % change year-on-year +97.22% +12.50%  
90% offered a salary of more than £43,250 £35,000 £38,150
10% offered a salary of more than £120,000 £90,000 £80,000
UK excluding London median salary £45,000 £35,000 £38,500
% change year-on-year +28.57% -9.09%  

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 32242 41852 40831
As % of all permanent IT job vacancies advertised in the UK 38.43% 40.90% 38.85%
Number of salaries quoted 25912 33433 32267
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26%  
90% offered a salary of more than £29,000 £30,000 £28,000
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

The job posting trend of jobs advertised 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 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 22 March 2017.

Salary histogram for CUDA in the UK

CUDA
Top 15 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 22 March 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 +71 16 £90,000 +100.00% 3
London +56 10 £90,000 +24.13% 1
South East +58 6 £47,500 +5.55% 2
Oxford - 4 £47,500 -
Oxfordshire - 4 £47,500 - 1
Cardiff - 2 £22,500 - 1
South Wales - 2 £22,500 - 1
Wales - 2 £22,500 - 1
City of London +41 1 £62,500 -13.79% 1
Chessington -7 1 - -
Maidenhead - 1 - -
Windsor - 1 - -
Iver - 1 - - 1
Berkshire - 1 - -
Buckinghamshire - 1 - - 1

CUDA
Top 30 Related IT Skills

For the 6 months to 22 March 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 52 (92.86%) C++
2 39 (69.64%) Python
3 35 (62.50%) Computer Science
4 34 (60.71%) Degree
5 32 (57.14%) OpenGL
6 30 (53.57%) Machine Learning
7 28 (50.00%) Boost C++ Libraries
7 28 (50.00%) STL
8 25 (44.64%) Mathematics
9 24 (42.86%) Algorithms
10 23 (41.07%) Multithreading
10 23 (41.07%) Linux
11 20 (35.71%) OpenCL
12 18 (32.14%) Software Engineering
13 17 (30.36%) Git (software)
14 16 (28.57%) Physics
15 15 (26.79%) Investment Management
15 15 (26.79%) GitHub
15 15 (26.79%) NumPy
15 15 (26.79%) Java
15 15 (26.79%) Data Mining
15 15 (26.79%) Pandas
16 14 (25.00%) Hedge funds
17 13 (23.21%) Finance
18 12 (21.43%) MATLAB
18 12 (21.43%) GPGPU
18 12 (21.43%) CMake
18 12 (21.43%) Time Series Analysis
19 11 (19.64%) Data Structures
19 11 (19.64%) OpenCV

CUDA
Top Related 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 2 (3.57%) Apache Spark
1 2 (3.57%) Elasticsearch
Applications
1 1 (1.79%) MS Excel
Cloud Services
1 15 (26.79%) GitHub
2 3 (5.36%) Amazon AWS
2 3 (5.36%) Microsoft Azure
3 2 (3.57%) Amazon EC2
4 1 (1.79%) Google Play
4 1 (1.79%) iTunes
Database & Business Intelligence
1 15 (26.79%) Data Mining
2 3 (5.36%) NoSQL
3 2 (3.57%) Amazon DynamoDB
3 2 (3.57%) Big Data
3 2 (3.57%) Hadoop
3 2 (3.57%) SQL Server
4 1 (1.79%) MongoDB
Development Applications
1 17 (30.36%) Git (software)
2 12 (21.43%) CMake
3 2 (3.57%) GDB
3 2 (3.57%) Visual Studio
4 1 (1.79%) Android Studio
4 1 (1.79%) Jenkins
4 1 (1.79%) JIRA
4 1 (1.79%) Mercurial
4 1 (1.79%) SCons
4 1 (1.79%) Xcode
General
1 13 (23.21%) Finance
2 11 (19.64%) Automotive
3 6 (10.71%) Electronics
4 1 (1.79%) Law
4 1 (1.79%) Legal
4 1 (1.79%) Military
4 1 (1.79%) Retail
Job Titles
1 45 (80.36%) Developer
2 40 (71.43%) C++ Developer
3 17 (30.36%) Python Developer
4 15 (26.79%) Software Developer
5 14 (25.00%) C++ Software Developer
6 12 (21.43%) Software Engineer
7 10 (17.86%) Quantitative Developer
8 9 (16.07%) C++ Quantitative Developer
9 8 (14.29%) Algorithmic Trading Developer
9 8 (14.29%) C++ Developer - Algorithmic Trading
10 5 (8.93%) C++ Software Engineer
10 5 (8.93%) Embedded Engineer
10 5 (8.93%) Embedded Software Engineer
11 4 (7.14%) Middleware Engineer
12 2 (3.57%) Applications Developer
12 2 (3.57%) C++ Applications Developer
12 2 (3.57%) Developer/Software Engineer
12 2 (3.57%) Performance Engineer
12 2 (3.57%) Principal Engineer
12 2 (3.57%) Principal Software Engineer
Libraries, Frameworks & Software Standards
1 32 (57.14%) OpenGL
2 28 (50.00%) Boost C++ Libraries
2 28 (50.00%) STL
3 20 (35.71%) OpenCL
4 15 (26.79%) NumPy
4 15 (26.79%) Pandas
5 11 (19.64%) OpenCV
6 8 (14.29%) Qt
7 6 (10.71%) scikit-cuda
8 5 (8.93%) Middleware
9 3 (5.36%) OpenMP
10 2 (3.57%) .NET
10 2 (3.57%) AngularJS
10 2 (3.57%) D3.js
10 2 (3.57%) X-Windows
11 1 (1.79%) CSS
11 1 (1.79%) DirectX
11 1 (1.79%) HTML
11 1 (1.79%) OpenGL ES
11 1 (1.79%) scikit-learn
Miscellaneous
1 35 (62.50%) Computer Science
2 24 (42.86%) Algorithms
3 14 (25.00%) Hedge funds
4 12 (21.43%) GPGPU
5 11 (19.64%) Data Structures
5 11 (19.64%) Robotics
6 10 (17.86%) Field-Programmable Gate Array
7 5 (8.93%) Device Driver
8 2 (3.57%) 3D Graphics
9 1 (1.79%) Arduino
9 1 (1.79%) Foreign Exchange (FX)
9 1 (1.79%) Life Science
Operating Systems
1 23 (41.07%) Linux
2 10 (17.86%) Windows
3 5 (8.93%) VxWorks
4 3 (5.36%) Mac OS X
5 2 (3.57%) Unix
6 1 (1.79%) Android
6 1 (1.79%) Apple iOS
Processes & Methodologies
1 30 (53.57%) Machine Learning
2 25 (44.64%) Mathematics
3 23 (41.07%) Multithreading
4 18 (32.14%) Software Engineering
5 16 (28.57%) Physics
6 15 (26.79%) Investment Management
7 12 (21.43%) Time Series Analysis
8 11 (19.64%) Unit Testing
9 10 (17.86%) Code Optimisation
9 10 (17.86%) Memory Management
9 10 (17.86%) Visualisation
10 9 (16.07%) Algorithmic Trading
11 8 (14.29%) Analytics
12 6 (10.71%) Artificial Intelligence
12 6 (10.71%) Parallel Computing
13 5 (8.93%) Agile Software Development
14 4 (7.14%) Data Visualisation
14 4 (7.14%) Deep Learning
14 4 (7.14%) OO
14 4 (7.14%) OOD
Programming Languages
1 52 (92.86%) C++
2 39 (69.64%) Python
3 15 (26.79%) Java
4 12 (21.43%) MATLAB
5 11 (19.64%) C
6 5 (8.93%) Embedded C
7 3 (5.36%) C#
7 3 (5.36%) JavaScript
8 1 (1.79%) Apple Swift
8 1 (1.79%) Go
8 1 (1.79%) Objective-C
8 1 (1.79%) R
8 1 (1.79%) SQL
Qualifications
1 34 (60.71%) Degree
2 5 (8.93%) PhD
System Software
1 2 (3.57%) Cygwin
1 2 (3.57%) Firmware
Vendors
1 3 (5.36%) Intel
2 1 (1.79%) Google
2 1 (1.79%) Microsoft
2 1 (1.79%) QNX
Cardiff, South Glamorgan
CPS Group UK
Salary: £0.00 - £45000.00 per annum
Posted: 14 hours ago
Oxfordshire
ISL
Salary: £45000 - £60000 per annum + Benefits
Posted: 5 days ago
Iver, Buckinghamshire
Cubic Motion Ltd
Salary: Up to £60,000 per annum
Posted: 20 days ago
City of London
Venturi
Salary: £60000 - £65000 per annum + benefits
Posted: 26 days ago