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 7 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
7 Dec 2016
Same period 2015 Same period 2014
NVIDIA CUDA
Rank 840 950 943
Rank change year-on-year
+110 -7
Permanent jobs citing CUDA 36 35 32
As % of all permanent IT jobs located in the UK 0.040% 0.033% 0.028%
As % of the Miscellaneous category 0.098% 0.077% 0.070%
Number of salaries quoted 36 33 25
Median salary £46,250 £50,000 £38,500
Median salary % change year-on-year
-7.50% +29.87%
90% offered a salary of more than £37,500 £40,000 £29,000
10% offered a salary of more than £100,000 £65,000 £50,000
UK excluding London median salary £40,000 £45,000 £38,500
% change year-on-year
-11.11% +16.88%

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
36614 45591 45606
As % of all permanent IT jobs located in the UK 40.65% 42.50% 40.30%
Number of salaries quoted 29824 36350 36841
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 £29,500 £27,500
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 7 December 2016 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 7 December 2016. 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
(Click see detailed
statistics and trends)
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 +96 36 £46,250 -7.50% 9
London +67 19 £90,000 +80.00% 9
South East +57 7 £42,500 -5.55%
Oxfordshire +28 7 £42,500 -5.55%
Oxford +28 7 £42,500 -22.72%
Colchester +18 7 £40,000 -3.03%
Essex +17 7 £40,000 -3.03%
East of England +7 7 £40,000 -
Warwick - 3 £35,000 -
City of London - 3 £80,000 -
Warwickshire - 3 £35,000 -
West Midlands - 3 £35,000 -
Chessington -14 2 £53,750 +7.50%

CUDA
Top 30 Related IT Skills

For the 6 months to 7 December 2016, 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 76 (87.36%) C++
2 48 (55.17%) Software Engineering
3 47 (54.02%) Degree
3 47 (54.02%) Computer Science
4 43 (49.43%) Python
5 39 (44.83%) Machine Learning
6 38 (43.68%) Linux
7 37 (42.53%) Algorithms
8 35 (40.23%) OpenGL
9 29 (33.33%) Analytics
10 26 (29.89%) Multithreading
10 26 (29.89%) Data Mining
11 23 (26.44%) C
12 21 (24.14%) Statistics
13 20 (22.99%) OpenCL
14 19 (21.84%) Windows
14 19 (21.84%) STL
15 18 (20.69%) OOD
15 18 (20.69%) OO
15 18 (20.69%) Boost C++ Libraries
16 17 (19.54%) Hedge funds
16 17 (19.54%) Investment Management
16 17 (19.54%) OpenMP
16 17 (19.54%) Mathematics
17 16 (18.39%) PhD
17 16 (18.39%) Visualisation
17 16 (18.39%) Parallel Programming
18 15 (17.24%) NumPy
18 15 (17.24%) GitHub
18 15 (17.24%) MATLAB

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 5 (5.75%) Chatbot
2 1 (1.15%) MS Excel
Cloud Services
1 15 (17.24%) GitHub
2 1 (1.15%) Amazon AWS
2 1 (1.15%) Microsoft Azure
Database & Business Intelligence
1 26 (29.89%) Data Mining
2 7 (8.05%) Big Data
3 1 (1.15%) MongoDB
3 1 (1.15%) NoSQL
3 1 (1.15%) SQL Server
Development Applications
1 8 (9.20%) CMake
1 8 (9.20%) Git (software)
2 6 (6.90%) GDB
3 1 (1.15%) JIRA
3 1 (1.15%) SCons
General
1 13 (14.94%) Electronics
2 7 (8.05%) Automotive
3 5 (5.75%) Finance
4 1 (1.15%) Aerospace
4 1 (1.15%) Law
4 1 (1.15%) Military
4 1 (1.15%) Telecoms
Job Titles
1 49 (56.32%) Developer
2 48 (55.17%) C++ Developer
3 25 (28.74%) Software Engineer
4 18 (20.69%) C++ Quantitative Developer
4 18 (20.69%) Python Developer
4 18 (20.69%) Quantitative Developer
5 10 (11.49%) C++ Software Developer
5 10 (11.49%) Embedded Engineer
5 10 (11.49%) Embedded Software Engineer
6 8 (9.20%) Software Developer
7 7 (8.05%) Machine Learning Engineer
7 7 (8.05%) MATLAB Engineer
7 7 (8.05%) Senior Software Engineer
8 6 (6.90%) Applications Developer
8 6 (6.90%) C++ Applications Developer
8 6 (6.90%) Linux Developer
9 4 (4.60%) Middleware Engineer
9 4 (4.60%) Principal Engineer
9 4 (4.60%) Principal Software Engineer
10 2 (2.30%) Developer/Software Engineer
Libraries, Frameworks & Software Standards
1 35 (40.23%) OpenGL
2 20 (22.99%) OpenCL
3 19 (21.84%) STL
4 18 (20.69%) Boost C++ Libraries
5 17 (19.54%) OpenMP
6 15 (17.24%) NumPy
7 14 (16.09%) Qt
8 13 (14.94%) Middleware
9 10 (11.49%) Pandas
10 8 (9.20%) OpenCV
10 8 (9.20%) scikit-cuda
11 6 (6.90%) X-Windows
12 5 (5.75%) Matplotlib
12 5 (5.75%) scikit-learn
12 5 (5.75%) TensorFlow
12 5 (5.75%) Theano
12 5 (5.75%) Torch
Miscellaneous
1 47 (54.02%) Computer Science
2 37 (42.53%) Algorithms
3 21 (24.14%) Statistics
4 17 (19.54%) Hedge funds
4 17 (19.54%) Mathematics
5 16 (18.39%) Visualisation
6 15 (17.24%) Physics
7 13 (14.94%) Device Driver
8 12 (13.79%) Field-Programmable Gate Array
9 11 (12.64%) Data Structures
10 9 (10.34%) Artificial Intelligence
10 9 (10.34%) GPGPU
11 7 (8.05%) 3D Graphics
11 7 (8.05%) Robotics
12 5 (5.75%) Neural Network
Operating Systems
1 38 (43.68%) Linux
2 19 (21.84%) Windows
3 14 (16.09%) VxWorks
4 6 (6.90%) Mac OS X
4 6 (6.90%) Unix
Processes & Methodologies
1 48 (55.17%) Software Engineering
2 39 (44.83%) Machine Learning
3 29 (33.33%) Analytics
4 26 (29.89%) Multithreading
5 18 (20.69%) OO
5 18 (20.69%) OOD
6 17 (19.54%) Investment Management
7 16 (18.39%) Parallel Programming
8 12 (13.79%) Agile Software Development
9 10 (11.49%) Cross-Platform Development
10 9 (10.34%) Deep Learning
11 8 (9.20%) Bayesian Methods
11 8 (9.20%) Multithreaded Programming
12 7 (8.05%) 3D Modelling
12 7 (8.05%) Data Analysis
12 7 (8.05%) Service Design
12 7 (8.05%) Statistical Analysis
12 7 (8.05%) Stochastic Modelling
12 7 (8.05%) Unit Testing
13 6 (6.90%) Open Source
Programming Languages
1 76 (87.36%) C++
2 43 (49.43%) Python
3 23 (26.44%) C
4 15 (17.24%) MATLAB
5 14 (16.09%) Embedded C
6 8 (9.20%) Java
7 7 (8.05%) R
8 1 (1.15%) Bash Shell
8 1 (1.15%) Perl
8 1 (1.15%) Tcl
Qualifications
1 47 (54.02%) Degree
2 16 (18.39%) PhD
System Software
1 6 (6.90%) Cygwin
2 3 (3.45%) Firmware
Vendors
1 9 (10.34%) Intel
2 1 (1.15%) Microsoft
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