Period
to 20 November 2017

The table below looks at the prevalence of the term CUDA in permanent job vacancies advertised in Edinburgh. Included is a benchmarking guide to the salaries offered in vacancies that have cited CUDA over the 6 months to 20 November 2017 with a comparison to the same period over the previous 2 years.

NVIDIA CUDA
Scotland > Edinburgh
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 144 - -
Rank change year-on-year - - +140
Permanent jobs citing CUDA 3 0 0
As % of all permanent IT jobs advertised in Edinburgh 0.11% - -
As % of the Miscellaneous category 0.28% - -
Number of salaries quoted 0 0 0
Edinburgh median annual salary - - -
Scotland median annual salary - - -

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 Edinburgh with a requirement for generic IT skills.

All Generic IT Skills
Edinburgh
Permanent vacancies with a requirement for generic IT skills 1090 859 1203
As % of all permanent IT jobs advertised in Edinburgh 40.28% 37.58% 39.30%
Number of salaries quoted 629 540 712
Edinburgh median annual salary £42,500 £45,000 £42,500
Median salary % change year-on-year -5.56% +5.88% +6.25%
10th Percentile £26,500 £27,463 £25,000
90th Percentile £66,250 £67,500 £65,000
Scotland median annual salary £43,500 £42,500 £41,500
% change year-on-year +2.35% +2.41% +3.75%

CUDA
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for CUDA in Edinburgh

CUDA
Salary Trend in Edinburgh

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

Salary trend for CUDA in Edinburgh

For the 6 months to 20 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 Edinburgh region with a requirement for CUDA.

1 3 (100.00%) C
1 3 (100.00%) C++
1 3 (100.00%) HTML
1 3 (100.00%) Java
1 3 (100.00%) Linux
1 3 (100.00%) Python
1 3 (100.00%) PhD
1 3 (100.00%) MATLAB
1 3 (100.00%) Games
1 3 (100.00%) Artificial Intelligence
1 3 (100.00%) Neural Network
1 3 (100.00%) Robotics
1 3 (100.00%) Mathematics
1 3 (100.00%) Scala
1 3 (100.00%) Predictive Modelling
1 3 (100.00%) Machine Learning
1 3 (100.00%) Bayesian Methods
1 3 (100.00%) Analytical Skills
1 3 (100.00%) Algorithms
1 3 (100.00%) Linear Algebra
1 3 (100.00%) Computer Vision
1 3 (100.00%) Reinforcement Learning

CUDA
Co-occurring IT Skills in Edinburgh 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:

General
1 3 (100.00%) Games
Job Titles
1 3 (100.00%) Machine Learning Researcher
Libraries, Frameworks & Software Standards
1 3 (100.00%) HTML
Miscellaneous
1 3 (100.00%) Algorithms
1 3 (100.00%) Analytical Skills
1 3 (100.00%) Robotics
Operating Systems
1 3 (100.00%) Linux
Processes & Methodologies
1 3 (100.00%) Artificial Intelligence
1 3 (100.00%) Bayesian Methods
1 3 (100.00%) Computer Vision
1 3 (100.00%) Linear Algebra
1 3 (100.00%) Machine Learning
1 3 (100.00%) Mathematics
1 3 (100.00%) Neural Network
1 3 (100.00%) Predictive Modelling
1 3 (100.00%) Reinforcement Learning
Programming Languages
1 3 (100.00%) C
1 3 (100.00%) C++
1 3 (100.00%) Java
1 3 (100.00%) MATLAB
1 3 (100.00%) Python
1 3 (100.00%) Scala
Qualifications
1 3 (100.00%) PhD