Period
to 20 September 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 September 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 Sep 2018
Same period 2017 Same period 2016
Rank 837 819 871
Rank change year-on-year -18 +52 +1
Contract jobs citing CUDA 28 14 12
As % of all contract IT jobs advertised in England 0.030% 0.015% 0.012%
As % of the Miscellaneous category 0.086% 0.045% 0.035%
Number of daily rates quoted 15 12 11
England median daily rate £550 £775 £800
Median daily rate % change year-on-year -29.03% -3.13% +20.75%
10th Percentile £368 £703 £525
90th Percentile £920 £800 £975
UK median daily rate £550 £775 £800
% change year-on-year -29.03% -3.13% +20.75%
Number of hourly rates quoted 7 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 32,403 31,249 34,317
As % of all contract IT jobs advertised in England 34.46% 34.39% 34.38%
Number of daily rates quoted 21,418 20,588 22,681
England median daily rate £475 £450 £425
Median daily rate % change year-on-year +5.56% +5.88% +2.41%
10th Percentile £285 £270 £256
90th Percentile £663 £650 £625
UK median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +3.16%
Number of hourly rates quoted 983 959 1,139
England median hourly rate £21.76 £20.00 £20.00
Median hourly rate % change year-on-year +8.80% - +11.11%
10th Percentile £12.25 £11.25 £11.25
90th Percentile £51.00 £49.60 £46.88
UK median hourly rate £21.50 £21.00 £20.50
% change year-on-year +2.38% +2.44% +10.81%

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 September 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
Contractor Hourly Rate Histogram in England

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

Contractor hourly rate histogram 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 September 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 -17 13 £863 +11.29% 11
South East -3 12 £385 - 17
South West - 2 £410 - 4
North of England - 1 £550 - 3
Yorkshire - 1 £550 -
CUDA
UK

For the 6 months to 20 September 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 25 (89.29%) C++
2 15 (53.57%) Linux
3 13 (46.43%) Mathematics
4 10 (35.71%) Software Engineering
4 10 (35.71%) OpenMP
4 10 (35.71%) Parallel Programming
4 10 (35.71%) OO
4 10 (35.71%) Python
4 10 (35.71%) OOD
4 10 (35.71%) Cross-Platform Development
5 8 (28.57%) Computer Science
6 6 (21.43%) Banking
6 6 (21.43%) Monte Carlo Method
6 6 (21.43%) Front Office
6 6 (21.43%) Foreign Exchange (FX)
6 6 (21.43%) C
7 5 (17.86%) Stochastic Calculus
7 5 (17.86%) OpenCL
7 5 (17.86%) Deep Learning
8 4 (14.29%) NVIDIA
8 4 (14.29%) Software Architecture
8 4 (14.29%) GPGPU
8 4 (14.29%) Signal Processing
8 4 (14.29%) Firmware
8 4 (14.29%) STL
9 3 (10.71%) 3D Graphics
9 3 (10.71%) Embedded C
9 3 (10.71%) Embedded C++
9 3 (10.71%) Finance
9 3 (10.71%) OpenGL

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 (7.14%) Elasticsearch
2 1 (3.57%) Apache Spark
Applications
1 1 (3.57%) Doxygen
Cloud Services
1 2 (7.14%) Cloud Computing
Communications & Networking
1 1 (3.57%) Ethernet
Database & Business Intelligence
1 3 (10.71%) Hadoop
Development Applications
1 2 (7.14%) Eclipse
1 2 (7.14%) Git (software)
1 2 (7.14%) Jenkins
General
1 6 (21.43%) Banking
1 6 (21.43%) Front Office
2 3 (10.71%) Finance
Job Titles
1 14 (50.00%) Developer
2 8 (28.57%) C++ Developer
3 6 (21.43%) Software Engineer
4 4 (14.29%) C++ Software Engineer
4 4 (14.29%) Quantitative Modeller
5 2 (7.14%) Python Developer
5 2 (7.14%) Quantitative Developer
5 2 (7.14%) Software Developer
6 1 (3.57%) Analyst
6 1 (3.57%) C++ Mathematical Developer
6 1 (3.57%) Data Scientist
6 1 (3.57%) Mathematical Developer
6 1 (3.57%) Optical Engineer
6 1 (3.57%) Qualitative Analyst
6 1 (3.57%) Quantitative Analyst
6 1 (3.57%) Quantitative Specialist
6 1 (3.57%) Senior C++ Developer
6 1 (3.57%) Senior Data Scientist
6 1 (3.57%) Senior Developer
6 1 (3.57%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 10 (35.71%) OpenMP
2 5 (17.86%) OpenCL
3 4 (14.29%) STL
4 3 (10.71%) DirectCompute
4 3 (10.71%) OpenGL
4 3 (10.71%) Renderscript
5 2 (7.14%) .NET
5 2 (7.14%) .NET Framework
5 2 (7.14%) Boost C++ Libraries
5 2 (7.14%) NumPy
5 2 (7.14%) Pandas
5 2 (7.14%) REST
5 2 (7.14%) TensorFlow
6 1 (3.57%) Natural Language Processing
6 1 (3.57%) OpenGL ES
6 1 (3.57%) Pthreads
6 1 (3.57%) scikit-learn
6 1 (3.57%) Theano
Miscellaneous
1 8 (28.57%) Computer Science
2 6 (21.43%) Foreign Exchange (FX)
3 4 (14.29%) GPGPU
4 3 (10.71%) 3D Graphics
5 2 (7.14%) Algorithms
5 2 (7.14%) CPLD
5 2 (7.14%) Field-Programmable Gate Array
5 2 (7.14%) VHDL
6 1 (3.57%) Augmented Reality
6 1 (3.57%) Fixed Income
6 1 (3.57%) Virtual Team
Operating Systems
1 15 (53.57%) Linux
2 3 (10.71%) Android
3 2 (7.14%) Windows
Processes & Methodologies
1 13 (46.43%) Mathematics
2 10 (35.71%) Cross-Platform Development
2 10 (35.71%) OO
2 10 (35.71%) OOD
2 10 (35.71%) Parallel Programming
2 10 (35.71%) Software Engineering
3 6 (21.43%) Monte Carlo Method
4 5 (17.86%) Deep Learning
4 5 (17.86%) Stochastic Calculus
5 4 (14.29%) Signal Processing
5 4 (14.29%) Software Architecture
6 3 (10.71%) Analytics
6 3 (10.71%) Anomaly Detection
6 3 (10.71%) Data Science
6 3 (10.71%) Machine Learning
7 2 (7.14%) Financial Modelling
7 2 (7.14%) Multithreading
7 2 (7.14%) Requirements Engineering
7 2 (7.14%) SDLC
7 2 (7.14%) Technical Analysis
Programming Languages
1 25 (89.29%) C++
2 10 (35.71%) Python
3 6 (21.43%) C
4 3 (10.71%) Embedded C
4 3 (10.71%) Embedded C++
5 2 (7.14%) Java
5 2 (7.14%) MATLAB
6 1 (3.57%) GLSL
6 1 (3.57%) R
6 1 (3.57%) SQL
Qualifications
1 3 (10.71%) SC Cleared
1 3 (10.71%) Security Cleared
2 2 (7.14%) Computer Science Degree
2 2 (7.14%) Degree
2 2 (7.14%) Numerate Degree
3 1 (3.57%) PhD
System Software
1 4 (14.29%) Firmware
Vendors
1 4 (14.29%) NVIDIA
2 2 (7.14%) Intel
3 1 (3.57%) Dataiku