Period
to 23 October 2018

The table below looks at the prevalence of the term GPGPU in permanent job vacancies advertised in London. Included is a benchmarking guide to the salaries offered in vacancies that have cited GPGPU over the 6 months to 23 October 2018 with a comparison to the same period over the previous 2 years.

General-Purpose Computing on Graphics Processing Units (GPGPU)
England > London
6 months to
23 Oct 2018
Same period 2017 Same period 2016
Rank 812 844 855
Rank change year-on-year +32 +11 +62
Permanent jobs citing GPGPU 9 3 5
As % of all permanent IT jobs advertised in London 0.013% 0.004% 0.007%
As % of the Miscellaneous category 0.027% 0.008% 0.014%
Number of salaries quoted 9 3 4
London median annual salary £65,000 £65,000 £50,000
Median salary % change year-on-year - +30.00% -23.08%
10th Percentile £40,750 £53,000 £47,500
90th Percentile £95,000 £65,000 £52,500
England median annual salary £60,000 £51,250 £48,500
% change year-on-year +17.07% +5.67% -25.38%

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 London with a requirement for generic IT skills.

All Generic IT Skills
London
Permanent vacancies with a requirement for generic IT skills 33,169 37,719 35,769
As % of all permanent IT jobs advertised in London 48.74% 50.53% 46.88%
Number of salaries quoted 25,881 26,878 30,388
London median annual salary £64,000 £60,000 £57,500
Median salary % change year-on-year +6.67% +4.35% +4.55%
10th Percentile £35,000 £33,750 £32,500
90th Percentile £97,500 £92,500 £90,000
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

GPGPU
Job Vacancy Trend in London

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

Job vacancy trend for GPGPU in London

GPGPU
Salary Trend in London

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

Salary trend for GPGPU in London

GPGPU
Salary Histogram in London

The salary distribution of IT jobs citing GPGPU in London over the 6 months to 23 October 2018.

Salary histogram for GPGPU in London

GPGPU
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing GPGPU within the London region over the 6 months to 23 October 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London - 1 £42,500 - 3
GPGPU
England

For the 6 months to 23 October 2018, IT jobs citing GPGPU 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 across the London region with a requirement for GPGPU.

1 9 (100.00%) C++
2 6 (66.67%) Linux
3 5 (55.56%) Python
4 4 (44.44%) PhD
4 4 (44.44%) OpenGL
4 4 (44.44%) Software Engineering
4 4 (44.44%) Augmented Reality
4 4 (44.44%) CUDA
5 3 (33.33%) Cloud Computing
5 3 (33.33%) Degree
5 3 (33.33%) Mathematics
5 3 (33.33%) Aerospace
5 3 (33.33%) C
5 3 (33.33%) C#
5 3 (33.33%) Machine Learning
5 3 (33.33%) Data Analytics
5 3 (33.33%) Analytics
5 3 (33.33%) Data Science
6 2 (22.22%) Value Proposition
6 2 (22.22%) Computer Vision
6 2 (22.22%) OpenCL
6 2 (22.22%) Renderscript
6 2 (22.22%) DirectCompute
6 2 (22.22%) Unity (Game Engine)
6 2 (22.22%) Embedded C
6 2 (22.22%) Embedded C++
6 2 (22.22%) Windows
6 2 (22.22%) Finance
6 2 (22.22%) 3D Graphics
6 2 (22.22%) Banking

GPGPU
Co-occurring IT Skills in London 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 (11.11%) Apache Spark
Cloud Services
1 3 (33.33%) Cloud Computing
2 1 (11.11%) Amazon AWS
Database & Business Intelligence
1 1 (11.11%) Apache Hive
1 1 (11.11%) Hadoop
1 1 (11.11%) HBase
1 1 (11.11%) QlikView
1 1 (11.11%) Text Mining
General
1 3 (33.33%) Aerospace
2 2 (22.22%) Banking
2 2 (22.22%) Finance
3 1 (11.11%) Games
Job Titles
1 2 (22.22%) Architect
1 2 (22.22%) C++ Developer
1 2 (22.22%) C++ Software Developer
1 2 (22.22%) Computer Engineer
1 2 (22.22%) Computer Vision Engineer
1 2 (22.22%) Developer
1 2 (22.22%) Research Engineer
1 2 (22.22%) Software Developer
1 2 (22.22%) Software Engineer
2 1 (11.11%) C# Architect
2 1 (11.11%) C# Software Developer
2 1 (11.11%) C++/C# Developer
2 1 (11.11%) Data Scientist
2 1 (11.11%) Lead Architect
2 1 (11.11%) Lead C# Developer
2 1 (11.11%) Lead Software Architect
2 1 (11.11%) Machine Learning Scientist
2 1 (11.11%) Python Developer
2 1 (11.11%) Python Software Architect
2 1 (11.11%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 4 (44.44%) OpenGL
2 2 (22.22%) DirectCompute
2 2 (22.22%) OpenCL
2 2 (22.22%) Renderscript
2 2 (22.22%) REST
2 2 (22.22%) Unity (Game Engine)
3 1 (11.11%) MLlib
3 1 (11.11%) Natural Language Processing
3 1 (11.11%) NumPy
3 1 (11.11%) OpenGL ES
3 1 (11.11%) Pandas
3 1 (11.11%) PySpark
3 1 (11.11%) Qt
3 1 (11.11%) scikit-learn
3 1 (11.11%) SciPy
3 1 (11.11%) TensorFlow
3 1 (11.11%) Theano
Miscellaneous
1 4 (44.44%) Augmented Reality
1 4 (44.44%) CUDA
2 2 (22.22%) 3D Graphics
3 1 (11.11%) Computer Science
3 1 (11.11%) Virtual Team
Operating Systems
1 6 (66.67%) Linux
2 2 (22.22%) Android
2 2 (22.22%) Windows
Processes & Methodologies
1 4 (44.44%) Software Engineering
2 3 (33.33%) Analytics
2 3 (33.33%) Data Analytics
2 3 (33.33%) Data Science
2 3 (33.33%) Machine Learning
2 3 (33.33%) Mathematics
3 2 (22.22%) Computer Vision
3 2 (22.22%) Physics
3 2 (22.22%) Value Proposition
4 1 (11.11%) Change Control
4 1 (11.11%) Continuous Integration
4 1 (11.11%) Customer Engagement
4 1 (11.11%) Data Visualisation
4 1 (11.11%) Dependency Injection
4 1 (11.11%) Inversion of Control
4 1 (11.11%) Project Management
4 1 (11.11%) Risk Management
4 1 (11.11%) Stakeholder Engagement
4 1 (11.11%) UML
4 1 (11.11%) Visualisation
Programming Languages
1 9 (100.00%) C++
2 5 (55.56%) Python
3 3 (33.33%) C
3 3 (33.33%) C#
4 2 (22.22%) Embedded C
4 2 (22.22%) Embedded C++
5 1 (11.11%) GLSL
5 1 (11.11%) Java
5 1 (11.11%) SQL
Qualifications
1 4 (44.44%) PhD
2 3 (33.33%) Degree
Quality Assurance & Compliance
1 1 (11.11%) QA
System Software
1 1 (11.11%) HDFS
Vendors
1 1 (11.11%) Google
1 1 (11.11%) Tableau