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 16 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
16 Jan 2017
Same period 2016 Same period 2015
NVIDIA CUDA
UK
Rank 820 873 928
Rank change year-on-year
+53 +55
Permanent jobs citing CUDA 32 52 29
As % of all permanent IT jobs located in the UK 0.038% 0.053% 0.028%
As % of the Miscellaneous category 0.094% 0.12% 0.068%
Number of salaries quoted 31 51 26
Median salary £50,000 £45,000 £38,500
Median salary % change year-on-year
+11.11% +16.88%
90% offered a salary of more than £40,000 £38,250 £29,000
10% offered a salary of more than £90,000 £50,000 £50,000
UK excluding London median salary £42,500 £42,500 £38,500
% change year-on-year
- +10.38%

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
34167 41945 42372
As % of all permanent IT jobs located in the UK 40.59% 42.67% 40.51%
Number of salaries quoted 27815 33644 34377
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 £80,000
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 16 January 2017 within the UK.

CUDA Salary Histogram in the UK

CUDA
Top 13 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 16 January 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 +59 32 £50,000 +11.11% 5
London +76 18 £80,000 +60.00% 4
South East +56 10 £42,500 -5.55%
Oxfordshire +35 10 £42,500 -5.55%
Oxford +33 10 £42,500 -5.55%
Essex +17 3 £40,000 -3.03%
East of England +14 3 £40,000 - 1
Colchester +12 3 £40,000 -3.03%
City of London +35 2 £80,000 +10.34% 1
Warwick +16 1 £35,000 -12.50%
Warwickshire +10 1 £35,000 -12.50%
West Midlands 0 1 £35,000 -12.50%
Chessington -9 1 £55,000 +10.00%

CUDA
Top 30 Related IT Skills

For the 6 months to 16 January 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 68 (87.18%) C++
2 45 (57.69%) Python
3 44 (56.41%) Degree
4 39 (50.00%) Computer Science
4 39 (50.00%) Machine Learning
5 37 (47.44%) Software Engineering
5 37 (47.44%) OpenGL
6 35 (44.87%) Algorithms
7 31 (39.74%) Linux
8 30 (38.46%) Multithreading
9 25 (32.05%) STL
10 24 (30.77%) Data Mining
10 24 (30.77%) Boost C++ Libraries
11 23 (29.49%) OpenCL
11 23 (29.49%) Analytics
12 18 (23.08%) C
13 17 (21.79%) Physics
13 17 (21.79%) Windows
13 17 (21.79%) MATLAB
13 17 (21.79%) Investment Management
13 17 (21.79%) Hedge funds
14 15 (19.23%) Statistics
14 15 (19.23%) NumPy
14 15 (19.23%) GitHub
15 14 (17.95%) Visualisation
16 13 (16.67%) Device Driver
16 13 (16.67%) Mathematics
16 13 (16.67%) Middleware
16 13 (16.67%) VxWorks
16 13 (16.67%) Embedded C

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 3 (3.85%) Chatbot
2 1 (1.28%) MS Excel
Cloud Services
1 15 (19.23%) GitHub
2 1 (1.28%) Amazon AWS
2 1 (1.28%) Microsoft Azure
Database & Business Intelligence
1 24 (30.77%) Data Mining
2 5 (6.41%) Big Data
3 1 (1.28%) MongoDB
3 1 (1.28%) NoSQL
3 1 (1.28%) SQL Server
Development Applications
1 12 (15.38%) CMake
1 12 (15.38%) Git (software)
2 4 (5.13%) GDB
3 1 (1.28%) Jenkins
3 1 (1.28%) JIRA
3 1 (1.28%) SCons
General
1 12 (15.38%) Electronics
2 11 (14.10%) Automotive
3 7 (8.97%) Finance
4 1 (1.28%) Aerospace
4 1 (1.28%) Law
4 1 (1.28%) Military
4 1 (1.28%) Telecoms
Job Titles
1 48 (61.54%) Developer
2 47 (60.26%) C++ Developer
3 22 (28.21%) Software Engineer
4 18 (23.08%) Python Developer
5 16 (20.51%) C++ Quantitative Developer
5 16 (20.51%) Quantitative Developer
6 14 (17.95%) C++ Software Developer
7 12 (15.38%) Software Developer
8 9 (11.54%) Embedded Engineer
8 9 (11.54%) Embedded Software Engineer
9 7 (8.97%) Senior Software Engineer
10 5 (6.41%) Machine Learning Engineer
10 5 (6.41%) MATLAB Engineer
11 4 (5.13%) Algorithmic Trading Developer
11 4 (5.13%) Applications Developer
11 4 (5.13%) C++ Applications Developer
11 4 (5.13%) C++ Developer - Algorithmic Trading
11 4 (5.13%) Linux Developer
11 4 (5.13%) Middleware Engineer
12 3 (3.85%) Principal Engineer
Libraries, Frameworks & Software Standards
1 37 (47.44%) OpenGL
2 25 (32.05%) STL
3 24 (30.77%) Boost C++ Libraries
4 23 (29.49%) OpenCL
5 15 (19.23%) NumPy
6 13 (16.67%) Middleware
7 12 (15.38%) OpenCV
7 12 (15.38%) Pandas
8 11 (14.10%) Qt
9 8 (10.26%) scikit-cuda
10 7 (8.97%) OpenMP
11 4 (5.13%) X-Windows
12 3 (3.85%) Matplotlib
12 3 (3.85%) scikit-learn
12 3 (3.85%) TensorFlow
12 3 (3.85%) Theano
12 3 (3.85%) Torch
Miscellaneous
1 39 (50.00%) Computer Science
2 35 (44.87%) Algorithms
3 17 (21.79%) Hedge funds
3 17 (21.79%) Physics
4 15 (19.23%) Statistics
5 14 (17.95%) Visualisation
6 13 (16.67%) Device Driver
6 13 (16.67%) GPGPU
6 13 (16.67%) Mathematics
7 12 (15.38%) Field-Programmable Gate Array
8 11 (14.10%) Data Structures
8 11 (14.10%) Robotics
9 9 (11.54%) Artificial Intelligence
10 6 (7.69%) 3D Graphics
11 3 (3.85%) Neural Network
Operating Systems
1 31 (39.74%) Linux
2 17 (21.79%) Windows
3 13 (16.67%) VxWorks
4 4 (5.13%) Mac OS X
4 4 (5.13%) Unix
Processes & Methodologies
1 39 (50.00%) Machine Learning
2 37 (47.44%) Software Engineering
3 30 (38.46%) Multithreading
4 23 (29.49%) Analytics
5 17 (21.79%) Investment Management
6 11 (14.10%) Unit Testing
7 9 (11.54%) Deep Learning
7 9 (11.54%) OO
7 9 (11.54%) OOD
8 7 (8.97%) Multithreaded Programming
9 6 (7.69%) 3D Modelling
9 6 (7.69%) Agile Software Development
9 6 (7.69%) Bayesian Methods
9 6 (7.69%) Neuroscience
9 6 (7.69%) Parallel Computing
9 6 (7.69%) Parallel Programming
10 5 (6.41%) Data Analysis
10 5 (6.41%) Memory Management
10 5 (6.41%) Statistical Analysis
10 5 (6.41%) Time Series Analysis
Programming Languages
1 68 (87.18%) C++
2 45 (57.69%) Python
3 18 (23.08%) C
4 17 (21.79%) MATLAB
5 13 (16.67%) Embedded C
6 12 (15.38%) Java
7 5 (6.41%) R
8 1 (1.28%) Bash Shell
8 1 (1.28%) Perl
8 1 (1.28%) Tcl
Qualifications
1 44 (56.41%) Degree
2 12 (15.38%) PhD
System Software
1 4 (5.13%) Cygwin
2 3 (3.85%) Firmware
Vendors
1 9 (11.54%) Intel
2 1 (1.28%) Microsoft
North London
Client Server
Salary: £55k to £70k + benefits
Posted: 6 days ago
West London
Durlston Partners
Salary: From £90,000 to £110,000 per annum Excellent Bonus and Benefits
Posted: 6 days ago
Kings Langley, Hertfordshire
Technical Futures
Salary: Excellent Package
Posted: 5 days ago
City, London
Durlston Partners
Salary: From £75,000 to £150,000 per annum Huge bonus potential, uncapped
Posted: 6 days ago
London
Client Server
Salary: £55000 - £70000 per annum + benefits
Posted: 13 days ago