Period
to 23 November 2017

The table below looks at the prevalence of the term CUDA in permanent job vacancies advertised in Scotland. Included is a benchmarking guide to the salaries offered in vacancies that have cited CUDA over the 6 months to 23 November 2017 with a comparison to the same period over the previous 2 years.

NVIDIA CUDA
UK > Scotland
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 221 - -
Rank change year-on-year - - +230
Permanent jobs citing CUDA 4 0 0
As % of all permanent IT jobs advertised in Scotland 0.071% - -
As % of the Miscellaneous category 0.18% - -
Number of salaries quoted 0 0 0
Scotland median annual salary - - -
UK median annual salary £50,000 £45,000 £45,000
% change year-on-year +11.11% - +12.50%

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 advertised in Scotland with a requirement for generic IT skills.

All Generic IT Skills
Scotland
Permanent vacancies with a requirement for generic IT skills 2224 1980 2671
As % of all permanent IT jobs advertised in Scotland 39.40% 38.17% 41.67%
Number of salaries quoted 1384 1128 1592
Scotland median annual salary £44,000 £43,000 £41,500
Median salary % change year-on-year +2.33% +3.61% +3.75%
10th Percentile £27,500 £26,250 £26,500
90th Percentile £67,500 £65,000 £63,750
UK median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

CUDA
Job Vacancy Trend in Scotland

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

Job vacancy trend for CUDA in Scotland

CUDA
Salary Trend in Scotland

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

Salary trend for CUDA in Scotland

CUDA
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing CUDA within the Scotland region over the 6 months to 23 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
Edinburgh - 3 - -
Glasgow - 1 - -
CUDA
UK

For the 6 months to 23 November 2017, IT jobs citing CUDA 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 Scotland region with a requirement for CUDA.

1 4 (100.00%) C++
1 4 (100.00%) Java
1 4 (100.00%) Linux
1 4 (100.00%) Python
1 4 (100.00%) MATLAB
1 4 (100.00%) Mathematics
2 3 (75.00%) Games
2 3 (75.00%) C
2 3 (75.00%) Robotics
2 3 (75.00%) Predictive Modelling
2 3 (75.00%) Machine Learning
2 3 (75.00%) Bayesian Methods
2 3 (75.00%) Analytical Skills
2 3 (75.00%) Algorithms
2 3 (75.00%) Linear Algebra
2 3 (75.00%) Artificial Intelligence
2 3 (75.00%) Neural Network
2 3 (75.00%) PhD
2 3 (75.00%) HTML
2 3 (75.00%) Computer Vision
2 3 (75.00%) Reinforcement Learning
2 3 (75.00%) Scala
3 1 (25.00%) OpenSceneGraph
3 1 (25.00%) Bash Shell
3 1 (25.00%) Vulkan
3 1 (25.00%) JavaScript
3 1 (25.00%) Windows
3 1 (25.00%) Mapinfo
3 1 (25.00%) OpenGL
3 1 (25.00%) Software Engineering

CUDA
Co-occurring IT Skills in Scotland 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 (25.00%) ArcGIS
Database & Business Intelligence
1 1 (25.00%) GIS
Development Applications
1 1 (25.00%) CMake
1 1 (25.00%) Git (software)
1 1 (25.00%) Jenkins
1 1 (25.00%) JIRA
1 1 (25.00%) TestRail
General
1 3 (75.00%) Games
Job Titles
1 3 (75.00%) Machine Learning Researcher
2 1 (25.00%) Software Engineer
Libraries, Frameworks & Software Standards
1 3 (75.00%) HTML
2 1 (25.00%) Google Maps API
2 1 (25.00%) OpenCL
2 1 (25.00%) OpenGL
2 1 (25.00%) OpenSceneGraph
2 1 (25.00%) Qt
2 1 (25.00%) Vulkan
Miscellaneous
1 3 (75.00%) Algorithms
1 3 (75.00%) Analytical Skills
1 3 (75.00%) Robotics
2 1 (25.00%) 3D Graphics
Operating Systems
1 4 (100.00%) Linux
2 1 (25.00%) Windows
Processes & Methodologies
1 4 (100.00%) Mathematics
2 3 (75.00%) Artificial Intelligence
2 3 (75.00%) Bayesian Methods
2 3 (75.00%) Computer Vision
2 3 (75.00%) Linear Algebra
2 3 (75.00%) Machine Learning
2 3 (75.00%) Neural Network
2 3 (75.00%) Predictive Modelling
2 3 (75.00%) Reinforcement Learning
3 1 (25.00%) Multithreading
3 1 (25.00%) Software Engineering
Programming Languages
1 4 (100.00%) C++
1 4 (100.00%) Java
1 4 (100.00%) MATLAB
1 4 (100.00%) Python
2 3 (75.00%) C
2 3 (75.00%) Scala
3 1 (25.00%) Bash Shell
3 1 (25.00%) JavaScript
Qualifications
1 3 (75.00%) PhD
Vendors
1 1 (25.00%) ESRI
1 1 (25.00%) Google
1 1 (25.00%) Mapbox
1 1 (25.00%) Mapinfo
1 1 (25.00%) Perforce