Period
to 20 June 2018

The table below looks at the prevalence of the term CUDA in contract job vacancies advertised in England. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited CUDA over the 6 months to 20 June 2018 with a comparison to the same period over the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

NVIDIA CUDA
UK > England
6 months to
20 Jun 2018
Same period 2017 Same period 2016
Rank 799 793 860
Rank change year-on-year -6 +67 -30
Contract jobs citing CUDA 48 14 6
As % of all contract IT jobs advertised in England 0.053% 0.017% 0.006%
As % of the Miscellaneous category 0.15% 0.048% 0.018%
Number of daily rates quoted 28 11 6
England median daily rate £625 £725 £550
Median daily rate % change year-on-year -13.79% +31.82% -
10th Percentile £368 £688 £388
90th Percentile £913 £775 £650
UK median daily rate £625 £725 £550
% change year-on-year -13.79% +31.82% -
Number of hourly rates quoted 12 0 0
England median hourly rate £45.00 - -
UK median hourly rate £45.00 - -

CUDA is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in England with a requirement for generic IT skills.

All Generic IT Skills
England
Contract vacancies with a requirement for generic IT skills 30,987 28,876 33,213
As % of all contract IT jobs advertised in England 34.00% 34.40% 33.85%
Number of daily rates quoted 20,416 18,824 22,054
England median daily rate £475 £450 £425
Median daily rate % change year-on-year +5.56% +5.88% +3.66%
10th Percentile £275 £263 £255
90th Percentile £666 £638 £625
UK median daily rate £455 £445 £425
% change year-on-year +2.13% +4.71% +6.25%
Number of hourly rates quoted 971 1,013 1,100
England median hourly rate £22.50 £19.50 £21.00
Median hourly rate % change year-on-year +15.38% -7.14% +16.67%
10th Percentile £11.80 £11.25 £11.49
90th Percentile £52.50 £50.00 £50.00
UK median hourly rate £22.00 £20.00 £21.34
% change year-on-year +10.00% -6.28% +18.56%

CUDA
Job Vacancy Trend in England

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

Job vacancy trend for CUDA in England

CUDA
Contractor Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing CUDA in England.

Contractor daily rate trend for CUDA in England

CUDA
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing CUDA in England over the 6 months to 20 June 2018.

Contractor daily rate histogram for CUDA in England

CUDA
Contractor Hourly Rate Trend in England

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing CUDA in England.

Contractor hourly rate trend for CUDA in England

CUDA
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing CUDA within the England region over the 6 months to 20 June 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -29 24 £800 +10.34% 7
South East -5 17 £385 - 11
South West - 6 £425 - 7
North of England - 1 £575 - 1
North West - 1 £575 -
CUDA
UK

For the 6 months to 20 June 2018, IT contractor jobs citing CUDA also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the England region with a requirement for CUDA.

1 46 (95.83%) C++
2 29 (60.42%) Mathematics
3 23 (47.92%) Linux
4 19 (39.58%) Software Engineering
5 17 (35.42%) Cross-Platform Development
6 16 (33.33%) Parallel Programming
6 16 (33.33%) OpenMP
6 16 (33.33%) OOD
6 16 (33.33%) OO
7 14 (29.17%) Computer Science
8 13 (27.08%) Front Office
9 12 (25.00%) Monte Carlo Method
9 12 (25.00%) Algorithms
10 11 (22.92%) Finance
10 11 (22.92%) Python
11 9 (18.75%) OpenCL
12 8 (16.67%) Quantitative Finance
12 8 (16.67%) STL
12 8 (16.67%) Risk Management
12 8 (16.67%) JIRA
12 8 (16.67%) Subversion
12 8 (16.67%) TDD
13 7 (14.58%) Firmware
13 7 (14.58%) Android
13 7 (14.58%) Signal Processing
14 6 (12.50%) Eclipse
14 6 (12.50%) C
14 6 (12.50%) Field-Programmable Gate Array
14 6 (12.50%) CPLD
14 6 (12.50%) Degree

CUDA
Co-occurring IT Skills in England 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 (4.17%) Elasticsearch
2 1 (2.08%) CMS
Applications
1 5 (10.42%) Doxygen
Cloud Services
1 1 (2.08%) Cloud Computing
Database & Business Intelligence
1 2 (4.17%) Hadoop
2 1 (2.08%) Big Data
Development Applications
1 8 (16.67%) JIRA
1 8 (16.67%) Subversion
2 6 (12.50%) Eclipse
3 2 (4.17%) Git (software)
3 2 (4.17%) Jenkins
General
1 13 (27.08%) Front Office
2 11 (22.92%) Finance
3 5 (10.42%) Banking
4 3 (6.25%) Electronics
5 1 (2.08%) Manufacturing
Job Titles
1 19 (39.58%) Developer
2 15 (31.25%) C++ Developer
3 12 (25.00%) Software Engineer
4 8 (16.67%) Analyst
4 8 (16.67%) C++ Software Engineer
4 8 (16.67%) Qualitative Analyst
4 8 (16.67%) Quantitative Analyst
5 3 (6.25%) Android Engineer
5 3 (6.25%) Optical Engineer
5 3 (6.25%) Quantitative Developer
5 3 (6.25%) Quantitative Modeller
6 2 (4.17%) C++ Mathematical Developer
6 2 (4.17%) C++ Quantitative Developer
6 2 (4.17%) Mathematical Developer
6 2 (4.17%) Python Developer
6 2 (4.17%) Scientific Software Engineer
6 2 (4.17%) Software Developer
7 1 (2.08%) C++ Pricing Developer
7 1 (2.08%) Senior Developer
7 1 (2.08%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 16 (33.33%) OpenMP
2 9 (18.75%) OpenCL
3 8 (16.67%) STL
4 5 (10.42%) Pthreads
4 5 (10.42%) TensorFlow
5 4 (8.33%) DirectCompute
5 4 (8.33%) OpenGL
5 4 (8.33%) Renderscript
6 2 (4.17%) .NET
6 2 (4.17%) .NET Framework
6 2 (4.17%) Boost C++ Libraries
6 2 (4.17%) NumPy
6 2 (4.17%) Pandas
6 2 (4.17%) REST
7 1 (2.08%) OpenGL ES
Miscellaneous
1 14 (29.17%) Computer Science
2 12 (25.00%) Algorithms
3 6 (12.50%) CPLD
3 6 (12.50%) Field-Programmable Gate Array
4 5 (10.42%) Foreign Exchange (FX)
5 4 (8.33%) 3D Graphics
5 4 (8.33%) GPGPU
6 2 (4.17%) Fixed Income
7 1 (2.08%) Augmented Reality
7 1 (2.08%) Credit Derivative
7 1 (2.08%) Derivative
7 1 (2.08%) Device Driver
7 1 (2.08%) Grid Computing
7 1 (2.08%) Life Science
7 1 (2.08%) VHDL
Operating Systems
1 23 (47.92%) Linux
2 7 (14.58%) Android
3 2 (4.17%) Windows
Processes & Methodologies
1 29 (60.42%) Mathematics
2 19 (39.58%) Software Engineering
3 17 (35.42%) Cross-Platform Development
4 16 (33.33%) OO
4 16 (33.33%) OOD
4 16 (33.33%) Parallel Programming
5 12 (25.00%) Monte Carlo Method
6 8 (16.67%) Quantitative Finance
6 8 (16.67%) Risk Management
6 8 (16.67%) TDD
7 7 (14.58%) Signal Processing
8 5 (10.42%) Artificial Intelligence
8 5 (10.42%) Machine Learning
9 4 (8.33%) Deep Learning
9 4 (8.33%) Stochastic Calculus
10 3 (6.25%) Computer Vision
10 3 (6.25%) Convolutional Neural Network
10 3 (6.25%) Embedded Software Development
10 3 (6.25%) Neural Network
10 3 (6.25%) Software Architecture
Programming Languages
1 46 (95.83%) C++
2 11 (22.92%) Python
3 6 (12.50%) C
4 4 (8.33%) Embedded C
4 4 (8.33%) Embedded C++
5 2 (4.17%) Java
6 1 (2.08%) Ada
6 1 (2.08%) C#
6 1 (2.08%) GLSL
6 1 (2.08%) MATLAB
Qualifications
1 6 (12.50%) Degree
2 5 (10.42%) Computer Science Degree
2 5 (10.42%) SC Cleared
2 5 (10.42%) Security Cleared
3 2 (4.17%) Numerate Degree
Quality Assurance & Compliance
1 1 (2.08%) EMIR
1 1 (2.08%) MiFID
System Software
1 7 (14.58%) Firmware
Vendors
1 4 (8.33%) NVIDIA
2 2 (4.17%) Intel