The table below looks at the prevalence of the term CUDA in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited CUDA over the 3 months to 21 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Feb 2017
Same period 2016 Same period 2015
NVIDIA CUDA
UK
Rank 830 883 920
Rank change year-on-year
+53 +37
Permanent jobs citing CUDA 26 62 30
As % of all permanent IT jobs located in the UK 0.031% 0.061% 0.029%
As % of the Miscellaneous category 0.081% 0.15% 0.073%
Number of salaries quoted 22 61 29
Median salary £50,000 £45,000 £40,000
Median salary % change year-on-year
+11.11% +12.50%
90% offered a salary of more than £40,250 £35,000 £30,000
10% offered a salary of more than £99,000 £50,000 £72,500
UK excluding London median salary £42,500 £40,000 £38,500
% change year-on-year
+6.25% +3.89%

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in permanent jobs advertised across the UK.

Miscellaneous Category
UK
Permanent IT job ads with a match in the
Miscellaneous category
32142 41044 40856
As % of all permanent IT jobs located in the UK 38.26% 40.65% 38.82%
Number of salaries quoted 25999 32840 32840
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £28,500 £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
Jobs Demand Trend

The demand trend of job ads citing CUDA as a proportion of all IT jobs with a match in the Miscellaneous category.

CUDA Jobs Demand Trend in the UK

CUDA
Salary Trend

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

CUDA Salary Trend in the UK

CUDA
Salary Histogram

This chart provides a salary histogram for IT jobs citing CUDA over the 3 months to 21 February 2017 within the UK.

CUDA Salary Histogram in the UK

CUDA
Top 14 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 21 February 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 +62 26 £50,000 +11.11% 8
London +59 15 £62,500 +25.00% 5
South East +64 8 £42,500 -5.55% 3
Oxfordshire +16 6 £42,500 -5.55% 2
Oxford - 6 £42,500 - 2
East of England +24 3 £40,000 -
Essex +22 3 £40,000 -
Colchester +4 3 £40,000 -
Chessington 0 1 - -
Maidenhead - 1 - -
Buckinghamshire - 1 - - 1
Berkshire - 1 - -
Windsor - 1 - -
Iver - 1 - - 1

CUDA
Top 30 Related IT Skills

For the 6 months to 21 February 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 54 (90.00%) C++
2 36 (60.00%) Degree
2 36 (60.00%) Python
3 35 (58.33%) Computer Science
4 33 (55.00%) OpenGL
5 29 (48.33%) STL
5 29 (48.33%) Boost C++ Libraries
5 29 (48.33%) Machine Learning
6 27 (45.00%) Mathematics
7 26 (43.33%) Multithreading
7 26 (43.33%) Linux
8 25 (41.67%) Algorithms
9 24 (40.00%) Software Engineering
10 20 (33.33%) OpenCL
11 17 (28.33%) Data Mining
12 16 (26.67%) Physics
13 15 (25.00%) Investment Management
13 15 (25.00%) GitHub
13 15 (25.00%) NumPy
13 15 (25.00%) Pandas
14 14 (23.33%) Hedge funds
14 14 (23.33%) C
15 13 (21.67%) Windows
15 13 (21.67%) MATLAB
15 13 (21.67%) GPGPU
15 13 (21.67%) Git (software)
16 12 (20.00%) OpenCV
16 12 (20.00%) Analytics
16 12 (20.00%) CMake
16 12 (20.00%) Java

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:

Applications
1 1 (1.67%) MS Excel
Cloud Services
1 15 (25.00%) GitHub
2 1 (1.67%) Amazon AWS
2 1 (1.67%) Microsoft Azure
Database & Business Intelligence
1 17 (28.33%) Data Mining
2 1 (1.67%) MongoDB
2 1 (1.67%) NoSQL
2 1 (1.67%) SQL Server
Development Applications
1 13 (21.67%) Git (software)
2 12 (20.00%) CMake
3 3 (5.00%) GDB
4 1 (1.67%) Jenkins
4 1 (1.67%) JIRA
4 1 (1.67%) SCons
General
1 11 (18.33%) Automotive
1 11 (18.33%) Finance
2 9 (15.00%) Electronics
3 1 (1.67%) Law
3 1 (1.67%) Military
Job Titles
1 44 (73.33%) Developer
2 41 (68.33%) C++ Developer
3 16 (26.67%) Python Developer
3 16 (26.67%) Software Engineer
4 14 (23.33%) C++ Software Developer
4 14 (23.33%) Software Developer
5 12 (20.00%) Quantitative Developer
6 11 (18.33%) C++ Quantitative Developer
7 8 (13.33%) Embedded Engineer
7 8 (13.33%) Embedded Software Engineer
8 7 (11.67%) Algorithmic Trading Developer
8 7 (11.67%) C++ Developer - Algorithmic Trading
9 4 (6.67%) Middleware Engineer
10 3 (5.00%) Applications Developer
10 3 (5.00%) C++ Applications Developer
10 3 (5.00%) C++ Software Engineer
10 3 (5.00%) Linux Developer
10 3 (5.00%) Senior Software Engineer
11 2 (3.33%) Principal Engineer
11 2 (3.33%) Principal Software Engineer
Libraries, Frameworks & Software Standards
1 33 (55.00%) OpenGL
2 29 (48.33%) Boost C++ Libraries
2 29 (48.33%) STL
3 20 (33.33%) OpenCL
4 15 (25.00%) NumPy
4 15 (25.00%) Pandas
5 12 (20.00%) OpenCV
6 9 (15.00%) Middleware
6 9 (15.00%) Qt
7 8 (13.33%) scikit-cuda
8 4 (6.67%) OpenMP
9 3 (5.00%) X-Windows
Miscellaneous
1 35 (58.33%) Computer Science
2 25 (41.67%) Algorithms
3 14 (23.33%) Hedge funds
4 13 (21.67%) GPGPU
5 11 (18.33%) Robotics
6 10 (16.67%) Data Structures
6 10 (16.67%) Field-Programmable Gate Array
7 9 (15.00%) Device Driver
8 4 (6.67%) 3D Graphics
Operating Systems
1 26 (43.33%) Linux
2 13 (21.67%) Windows
3 9 (15.00%) VxWorks
4 4 (6.67%) Mac OS X
5 3 (5.00%) Unix
Processes & Methodologies
1 29 (48.33%) Machine Learning
2 27 (45.00%) Mathematics
3 26 (43.33%) Multithreading
4 24 (40.00%) Software Engineering
5 16 (26.67%) Physics
6 15 (25.00%) Investment Management
7 12 (20.00%) Analytics
8 11 (18.33%) Unit Testing
9 9 (15.00%) Visualisation
10 8 (13.33%) Code Optimisation
10 8 (13.33%) Memory Management
10 8 (13.33%) Time Series Analysis
11 7 (11.67%) Algorithmic Trading
12 6 (10.00%) OO
12 6 (10.00%) OOD
13 5 (8.33%) Artificial Intelligence
13 5 (8.33%) Deep Learning
13 5 (8.33%) Multithreaded Programming
13 5 (8.33%) Neuroscience
13 5 (8.33%) Parallel Computing
Programming Languages
1 54 (90.00%) C++
2 36 (60.00%) Python
3 14 (23.33%) C
4 13 (21.67%) MATLAB
5 12 (20.00%) Java
6 9 (15.00%) Embedded C
7 1 (1.67%) Bash Shell
7 1 (1.67%) C#
7 1 (1.67%) Perl
7 1 (1.67%) R
7 1 (1.67%) Tcl
Qualifications
1 36 (60.00%) Degree
2 5 (8.33%) PhD
System Software
1 3 (5.00%) Cygwin
1 3 (5.00%) Firmware
Vendors
1 5 (8.33%) Intel
2 1 (1.67%) Microsoft
2 1 (1.67%) QNX
West London
Durlston Partners
Salary: From £90,000 to £110,000 per annum Excellent Bonus and Benefits
Posted: 1 hour ago
City, London
Durlston Partners
Salary: From £75,000 to £150,000 per annum Huge bonus potential, uncapped
Posted: 1 hour ago
Oxford, Oxfordshire
ENTERPRISE RECRUITMENT LTD
Salary: £30000 - £45000 per annum, Bonus, Shares + Pension
Posted: 20 hours ago
Iver, Buckinghamshire
Ortolan group
Salary: Benefits
Posted: Yesterday
City, London
Durlston Partners
Salary: From £50,000 to £130,000 per annum + Bonus + Benefits
Posted: 2 days ago
London
Durlston Partners
Salary: From £60,000 to £130,000 per annum + Bonus + Benefits
Posted: 3 days ago
Oxford
Recruitment Genius Ltd
Salary: £30000 - £50000 per annum
Posted: 21 days ago