Period
to 4 June 2020

The table below looks at the prevalence of the term CUDA in permanent job vacancies. Included is a benchmarking guide to the salaries offered in vacancies that have cited CUDA over the 6 months to 4 June 2020 with a comparison to the same period over the previous 2 years.

NVIDIA CUDA
UK
6 months to
4 Jun 2020
Same period 2019 Same period 2018
Rank 854 1048 1031
Rank change year-on-year +194 -17 +124
Permanent jobs citing CUDA 20 46 150
As % of all permanent jobs advertised in the UK 0.023% 0.032% 0.088%
As % of the Miscellaneous category 0.059% 0.082% 0.23%
Number of salaries quoted 23 31 84
Median annual salary £65,000 £65,000 £52,500
Median salary % change year-on-year - +23.81% -16.00%
10th Percentile £53,250 £42,500 £40,000
90th Percentile £79,500 £95,000 £86,750
UK excluding London median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% +20.00%

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

All Generic IT Skills
UK
Permanent vacancies with a requirement for generic IT skills 33,877 55,888 66,454
As % of all permanent IT jobs advertised in the UK 38.90% 39.13% 38.81%
Number of salaries quoted 26,085 41,662 51,197
Median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% +5.26%
10th Percentile £31,250 £29,000 £28,500
90th Percentile £95,000 £87,500 £85,000
UK excluding London median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +5.88%

CUDA
Job Vacancy Trend

Job postings citing CUDA as a proportion of all IT jobs advertised.

Job vacancy trend for CUDA in the UK

CUDA
Salary Trend

3-month moving average salary quoted in jobs citing CUDA.

Salary trend for CUDA in the UK

CUDA
Salary Histogram

Salary distribution for jobs citing CUDA over the 6 months to 4 June 2020.

Salary histogram for CUDA in the UK

CUDA
Top 7 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 6 months to 4 June 2020. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +181 18 £65,000 -7.14%
UK excluding London +179 13 £60,000 +9.09% 1
South East +112 10 £60,000 +50.00%
London +135 3 £65,000 -13.33%
Work from Home - 3 £65,000 -
Scotland +70 2 £65,000 +44.44% 1
East of England +83 1 £40,000 -41.82%

For the 6 months to 4 June 2020, IT 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 permanent job ads with a requirement for CUDA.

1 18 (90.00%) C++
2 12 (60.00%) Python
2 12 (60.00%) PhD
3 10 (50.00%) Software Engineering
3 10 (50.00%) Git (software)
4 9 (45.00%) Artificial Intelligence
4 9 (45.00%) Qt
4 9 (45.00%) Algorithms
5 8 (40.00%) Linux
6 7 (35.00%) Open Source
6 7 (35.00%) OpenCV
6 7 (35.00%) Mathematics
6 7 (35.00%) Kubernetes
6 7 (35.00%) Docker
6 7 (35.00%) Deep Learning
6 7 (35.00%) Low Latency
6 7 (35.00%) TensorFlow
6 7 (35.00%) Computer Vision
6 7 (35.00%) Greenfield Project
6 7 (35.00%) NVIDIA
7 6 (30.00%) DevOps
7 6 (30.00%) Complexity Analysis
7 6 (30.00%) Physics
7 6 (30.00%) Biology
7 6 (30.00%) Computer Science
7 6 (30.00%) Multithreading
7 6 (30.00%) Use Case
7 6 (30.00%) Boost C++ Libraries
7 6 (30.00%) WinForms
7 6 (30.00%) OpenGL

CUDA
Co-occurring 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:

Cloud Services
1 1 (5.00%) AWS
1 1 (5.00%) Azure
Communications & Networking
1 1 (5.00%) HTTP
Development Applications
1 10 (50.00%) Git (software)
2 4 (20.00%) Subversion
3 1 (5.00%) Team Foundation Server
General
1 3 (15.00%) Games
2 1 (5.00%) Finance
Job Titles
1 7 (35.00%) Software Engineer
2 6 (30.00%) C++ Developer
2 6 (30.00%) C++ Software Engineer
2 6 (30.00%) Developer
3 2 (10.00%) Research Engineer
4 1 (5.00%) Analyst
4 1 (5.00%) Machine Learning Developer
4 1 (5.00%) Qualitative Analyst
4 1 (5.00%) Quantitative Analyst
4 1 (5.00%) Senior C++ Developer
4 1 (5.00%) Senior Developer
Libraries, Frameworks & Software Standards
1 9 (45.00%) Qt
2 7 (35.00%) OpenCV
2 7 (35.00%) TensorFlow
3 6 (30.00%) Boost C++ Libraries
3 6 (30.00%) MFC
3 6 (30.00%) OpenGL
3 6 (30.00%) WinForms
4 3 (15.00%) FFmpeg
5 2 (10.00%) GStreamer
5 2 (10.00%) OpenCL
6 1 (5.00%) .NET
6 1 (5.00%) .NET Framework
6 1 (5.00%) ASP.NET Web API
6 1 (5.00%) HTML
6 1 (5.00%) JSON
6 1 (5.00%) Node.js
6 1 (5.00%) Web Services
6 1 (5.00%) WebSockets
Miscellaneous
1 9 (45.00%) Algorithms
2 7 (35.00%) Greenfield Project
3 1 (5.00%) 3D Graphics
3 1 (5.00%) Credit Risk
3 1 (5.00%) Derivative
3 1 (5.00%) GPGPU
3 1 (5.00%) Market Risk
3 1 (5.00%) Virtual Team
Operating Systems
1 8 (40.00%) Linux
2 6 (30.00%) Windows
Processes & Methodologies
1 10 (50.00%) Software Engineering
2 9 (45.00%) Artificial Intelligence
3 7 (35.00%) Computer Vision
3 7 (35.00%) Deep Learning
3 7 (35.00%) Low Latency
3 7 (35.00%) Mathematics
3 7 (35.00%) Open Source
4 6 (30.00%) Biology
4 6 (30.00%) Complexity Analysis
4 6 (30.00%) Computer Science
4 6 (30.00%) DevOps
4 6 (30.00%) Multithreading
4 6 (30.00%) OOD
4 6 (30.00%) Physics
4 6 (30.00%) Use Case
5 3 (15.00%) Analytics
6 2 (10.00%) Agile Software Development
6 2 (10.00%) Convolutional Neural Network
7 1 (5.00%) Pair Programming
7 1 (5.00%) Quantitative Finance
Programming Languages
1 18 (90.00%) C++
2 12 (60.00%) Python
3 6 (30.00%) C#
3 6 (30.00%) Java
4 3 (15.00%) R
5 1 (5.00%) JavaScript
5 1 (5.00%) SQL
Qualifications
1 12 (60.00%) PhD
2 3 (15.00%) Degree
System Software
1 7 (35.00%) Docker
Systems Management
1 7 (35.00%) Kubernetes
Vendors
1 7 (35.00%) NVIDIA
2 3 (15.00%) Perforce