Period
to 24 February 2018

The table below looks at the prevalence of the term CUDA in permanent job vacancies advertised in the South West. Included is a benchmarking guide to the salaries offered in vacancies that have cited CUDA over the 6 months to 24 February 2018 with a comparison to the same period over the previous 2 years.

NVIDIA CUDA
England > South West
6 months to
24 Feb 2018
Same period 2017 Same period 2016
Rank 314 - -
Rank change year-on-year - - -
Permanent jobs citing CUDA 22 0 0
As % of all permanent IT jobs advertised in the South West 0.22% - -
As % of the Miscellaneous category 0.58% - -
Number of salaries quoted 10 0 0
South West median annual salary £42,500 - -
England 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 the South West with a requirement for generic IT skills.

All Generic IT Skills
South West
Permanent vacancies with a requirement for generic IT skills 3,824 3,936 4,617
As % of all permanent IT jobs advertised in the South West 37.57% 37.77% 39.33%
Number of salaries quoted 2,923 3,189 3,638
South West median annual salary £42,500 £41,000 £40,000
Median salary % change year-on-year +3.66% +2.50% +3.90%
10th Percentile £24,750 £25,000 £25,000
90th Percentile £63,950 £67,500 £63,750
England median annual salary £50,000 £50,000 £50,000

CUDA
Job Vacancy Trend in the South West

Job postings citing CUDA as a percentage of all IT jobs advertised in the South West.

Job vacancy trend for CUDA in the South West

CUDA
Salary Trend in the South West

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

Salary trend for CUDA in the South West

CUDA
Salary Histogram in the South West

The salary distribution of IT jobs citing CUDA in the South West over the 6 months to 24 February 2018.

Salary histogram for CUDA in the South West

CUDA
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing CUDA within the South West region over the 6 months to 24 February 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
Dorset - 18 £42,500 -
Bristol - 3 £52,500 - 4
Wiltshire - 1 £38,000 -
CUDA
England

For the 6 months to 24 February 2018, 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 across the South West region with a requirement for CUDA.

1 22 (100.00%) C++
2 21 (95.45%) PhD
2 21 (95.45%) Machine Learning
3 20 (90.91%) Python
3 20 (90.91%) Deep Learning
3 20 (90.91%) Algorithms
4 19 (86.36%) NVIDIA
4 19 (86.36%) Neural Network
5 18 (81.82%) Biology
5 18 (81.82%) C#
5 18 (81.82%) .NET
5 18 (81.82%) Microsoft
5 18 (81.82%) TensorFlow
5 18 (81.82%) Signal Processing
5 18 (81.82%) .NET Framework
5 18 (81.82%) Image Processing
6 10 (45.45%) Pharmaceutical
7 6 (27.27%) Software Engineering
7 6 (27.27%) Data Science
8 4 (18.18%) C
9 3 (13.64%) Computer Vision
9 3 (13.64%) Robotics
10 2 (9.09%) Mathematics
10 2 (9.09%) Video Processing
10 2 (9.09%) Degree
10 2 (9.09%) Visualisation
10 2 (9.09%) 3D Visualisation
10 2 (9.09%) Java
10 2 (9.09%) Linux
10 2 (9.09%) Simultaneous Localization and Mapping

CUDA
Co-occurring IT Skills in the South West 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:

Database & Business Intelligence
1 1 (4.55%) GIS
Development Applications
1 1 (4.55%) Git (software)
General
1 10 (45.45%) Pharmaceutical
Job Titles
1 7 (31.82%) C++ Developer
1 7 (31.82%) C++ Software Developer
1 7 (31.82%) Developer
1 7 (31.82%) Software Developer
2 6 (27.27%) Data Scientist
2 6 (27.27%) Image Processing Scientist
2 6 (27.27%) Machine Learning Developer
2 6 (27.27%) Machine Learning Engineer
2 6 (27.27%) Python Developer
3 2 (9.09%) Computer Engineer
3 2 (9.09%) Computer Vision Engineer
3 2 (9.09%) Research Engineer
4 1 (4.55%) Embedded C++ Developer
4 1 (4.55%) Embedded Developer
4 1 (4.55%) Embedded Software Developer
4 1 (4.55%) Mathematical Modeller
Libraries, Frameworks & Software Standards
1 18 (81.82%) .NET
1 18 (81.82%) .NET Framework
1 18 (81.82%) TensorFlow
2 1 (4.55%) OpenCL
Miscellaneous
1 20 (90.91%) Algorithms
2 3 (13.64%) Robotics
3 1 (4.55%) 3D Graphics
3 1 (4.55%) Computer Science
Operating Systems
1 2 (9.09%) Linux
2 1 (4.55%) Robot Operating System
2 1 (4.55%) Unix
Processes & Methodologies
1 21 (95.45%) Machine Learning
2 20 (90.91%) Deep Learning
3 19 (86.36%) Neural Network
4 18 (81.82%) Biology
4 18 (81.82%) Image Processing
4 18 (81.82%) Signal Processing
5 6 (27.27%) Data Science
5 6 (27.27%) Software Engineering
6 3 (13.64%) Computer Vision
7 2 (9.09%) 3D Visualisation
7 2 (9.09%) Mathematics
7 2 (9.09%) Simultaneous Localization and Mapping
7 2 (9.09%) Video Processing
7 2 (9.09%) Visualisation
8 1 (4.55%) Data Analysis
8 1 (4.55%) Economics
8 1 (4.55%) ERD
8 1 (4.55%) Monte Carlo Method
8 1 (4.55%) Predictive Modelling
8 1 (4.55%) Remote Sensing
Programming Languages
1 22 (100.00%) C++
2 20 (90.91%) Python
3 18 (81.82%) C#
4 4 (18.18%) C
5 2 (9.09%) Java
6 1 (4.55%) Embedded C++
6 1 (4.55%) Fortran
6 1 (4.55%) Lisp
6 1 (4.55%) MATLAB
6 1 (4.55%) R
6 1 (4.55%) Scala
Qualifications
1 21 (95.45%) PhD
2 2 (9.09%) Degree
3 1 (4.55%) Numerate Degree
3 1 (4.55%) Postgraduate
3 1 (4.55%) Security Cleared
Vendors
1 19 (86.36%) NVIDIA
2 18 (81.82%) Microsoft