Period
to 18 November 2017

The table below looks at the prevalence of the term GPGPU in permanent job vacancies advertised in England. Included is a benchmarking guide to the salaries offered in vacancies that have cited GPGPU over the 6 months to 18 November 2017 with a comparison to the same period over the previous 2 years.

General-Purpose Computing on Graphics Processing Units (GPGPU)
UK > England
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 1149 1174 1263
Rank change year-on-year +25 +89 +39
Permanent jobs citing GPGPU 10 11 14
As % of all permanent IT jobs advertised in England 0.006% 0.006% 0.007%
As % of the Miscellaneous category 0.014% 0.015% 0.016%
Number of salaries quoted 10 10 11
England median annual salary £35,000 £43,750 £65,000
Median salary % change year-on-year -20.00% -32.69% +69.11%
10th Percentile £34,438 £38,750 £57,500
90th Percentile £65,000 £52,500 £72,500
UK median annual salary £35,000 £43,750 £65,000
% change year-on-year -20.00% -32.69% +69.11%

GPGPU 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 advertised in England with a requirement for generic IT skills.

All Generic IT Skills
England
Permanent vacancies with a requirement for generic IT skills 72675 73611 86834
As % of all permanent IT jobs advertised in England 43.33% 41.08% 42.14%
Number of salaries quoted 55060 61038 70291
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +3.26%
10th Percentile £27,500 £27,500 £27,000
90th Percentile £82,500 £80,500 £80,000
UK median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

GPGPU
Job Vacancy Trend in England

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

Job vacancy trend for GPGPU in England

GPGPU
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing GPGPU in England.

Salary trend for GPGPU in England

GPGPU
Salary Histogram in England

The salary distribution of IT jobs citing GPGPU in England over the 6 months to 18 November 2017.

Salary histogram for GPGPU in England

GPGPU
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing GPGPU within the England region over the 6 months to 18 November 2017. 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
East of England - 5 £35,000 -
London -2 3 £65,000 +30.00%
South East +30 1 £47,500 +11.76%
East Midlands - 1 £31,250 -
Midlands - 1 £31,250 -
GPGPU
UK

For the 6 months to 18 November 2017, IT jobs citing GPGPU also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for GPGPU.

1 8 (80.00%) Mathematics
1 8 (80.00%) CUDA
2 7 (70.00%) Software Engineering
3 6 (60.00%) C
3 6 (60.00%) Electronics
4 5 (50.00%) Assembly Language
4 5 (50.00%) Image Processing
4 5 (50.00%) Signal Processing
4 5 (50.00%) Kalman Filter
4 5 (50.00%) TensorFlow
4 5 (50.00%) Computer Vision
4 5 (50.00%) Torch
4 5 (50.00%) Neural Network
5 4 (40.00%) Linux
6 3 (30.00%) C++
7 2 (20.00%) Python
7 2 (20.00%) PhD
7 2 (20.00%) Augmented Reality
7 2 (20.00%) OpenCL
7 2 (20.00%) Degree
7 2 (20.00%) Robotics
7 2 (20.00%) Computer Science
8 1 (10.00%) jQuery
8 1 (10.00%) Load Testing
8 1 (10.00%) Unit Testing
8 1 (10.00%) Field-Programmable Gate Array
8 1 (10.00%) .NET Framework
8 1 (10.00%) Android
8 1 (10.00%) Team Foundation Server
8 1 (10.00%) Test Automation

GPGPU
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 1 (10.00%) SAS
Communications & Networking
1 1 (10.00%) Ethernet
1 1 (10.00%) Gigabit Ethernet
1 1 (10.00%) RapidIO
Database & Business Intelligence
1 1 (10.00%) GIS
1 1 (10.00%) SQL Server
Development Applications
1 1 (10.00%) Team Foundation Server
General
1 6 (60.00%) Electronics
2 1 (10.00%) Manufacturing
Job Titles
1 6 (60.00%) Software Engineer
2 5 (50.00%) Graduate
2 5 (50.00%) Graduate Software Engineer
3 2 (20.00%) Optimisation Engineer
3 2 (20.00%) Research Engineer
4 1 (10.00%) Developer
4 1 (10.00%) Hardware Engineer
4 1 (10.00%) Senior Software Engineer
4 1 (10.00%) Software Developer
Libraries, Frameworks & Software Standards
1 5 (50.00%) TensorFlow
1 5 (50.00%) Torch
2 2 (20.00%) OpenCL
3 1 (10.00%) .NET
3 1 (10.00%) .NET Framework
3 1 (10.00%) CSS
3 1 (10.00%) DirectCompute
3 1 (10.00%) HTML
3 1 (10.00%) jQuery
3 1 (10.00%) OpenGL
3 1 (10.00%) RabbitMQ
3 1 (10.00%) React
3 1 (10.00%) Renderscript
3 1 (10.00%) Twitter Bootstrap
Miscellaneous
1 8 (80.00%) CUDA
2 2 (20.00%) Augmented Reality
2 2 (20.00%) Computer Science
2 2 (20.00%) Robotics
3 1 (10.00%) 3D Graphics
3 1 (10.00%) Field-Programmable Gate Array
Operating Systems
1 4 (40.00%) Linux
2 1 (10.00%) Android
Processes & Methodologies
1 8 (80.00%) Mathematics
2 7 (70.00%) Software Engineering
3 5 (50.00%) Computer Vision
3 5 (50.00%) Image Processing
3 5 (50.00%) Kalman Filter
3 5 (50.00%) Neural Network
3 5 (50.00%) Signal Processing
4 1 (10.00%) Agile Software Development
4 1 (10.00%) BDD
4 1 (10.00%) Load Testing
4 1 (10.00%) Microservices
4 1 (10.00%) MVC
4 1 (10.00%) MVVM
4 1 (10.00%) OO
4 1 (10.00%) Project Management
4 1 (10.00%) Scrum
4 1 (10.00%) Service Delivery
4 1 (10.00%) SOLID
4 1 (10.00%) Test Automation
4 1 (10.00%) Unit Testing
Programming Languages
1 6 (60.00%) C
2 5 (50.00%) Assembly Language
3 3 (30.00%) C++
4 2 (20.00%) Python
5 1 (10.00%) C#
5 1 (10.00%) Embedded C
5 1 (10.00%) Embedded C++
5 1 (10.00%) GLSL
5 1 (10.00%) JavaScript
5 1 (10.00%) SQL
Qualifications
1 2 (20.00%) Degree
1 2 (20.00%) PhD
System Software
1 1 (10.00%) Docker
Vendors
1 1 (10.00%) Intel
1 1 (10.00%) Microsoft