Period
to 23 January 2018

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

NVIDIA CUDA
England > South East
6 months to
23 Jan 2018
Same period 2017 Same period 2016
Rank 464 540 616
Rank change year-on-year +76 +76 +12
Permanent jobs citing CUDA 71 14 28
As % of all permanent IT jobs advertised in the South East 0.23% 0.044% 0.069%
As % of the Miscellaneous category 0.60% 0.12% 0.17%
Number of salaries quoted 69 12 32
South East median annual salary £50,000 £42,500 £45,000
Median salary % change year-on-year +17.65% -5.56% +12.50%
10th Percentile £41,250 £38,750 £42,500
90th Percentile £85,000 £46,250 £65,000
England median annual salary £50,000 £45,000 £45,000
% change year-on-year +11.11% - +5.88%

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 East with a requirement for generic IT skills.

All Generic IT Skills
South East
Permanent vacancies with a requirement for generic IT skills 11,789 11,971 16,470
As % of all permanent IT jobs advertised in the South East 37.93% 37.85% 40.49%
Number of salaries quoted 9,667 9,776 13,701
South East median annual salary £45,000 £45,000 £45,000
10th Percentile £26,250 £26,250 £25,500
90th Percentile £68,750 £70,000 £67,500
England median annual salary £50,000 £50,000 £49,000
% change year-on-year - +2.04% +6.52%

CUDA
Job Vacancy Trend in the South East

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

Job vacancy trend for CUDA in the South East

CUDA
Salary Trend in the South East

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

Salary trend for CUDA in the South East

CUDA
Salary Histogram in the South East

The salary distribution of IT jobs citing CUDA in the South East over the 6 months to 23 January 2018.

Salary histogram for CUDA in the South East

CUDA
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing CUDA within the South East region over the 6 months to 23 January 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
Thames Valley +69 66 £50,000 +17.65% 12
Oxfordshire +32 66 £50,000 +17.65% 11
Surrey - 5 £75,000 - 1
CUDA
England

For the 6 months to 23 January 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 East region with a requirement for CUDA.

1 71 (100.00%) C++
2 59 (83.10%) Software Engineering
3 57 (80.28%) Multithreading
4 53 (74.65%) Mathematics
5 52 (73.24%) Windows
6 47 (66.20%) Python
6 47 (66.20%) Algorithms
7 45 (63.38%) Qt
8 42 (59.15%) Physics
8 42 (59.15%) MFC
9 40 (56.34%) PhD
10 39 (54.93%) Computer Science
11 35 (49.30%) Degree
11 35 (49.30%) OOD
12 32 (45.07%) OpenGL
13 30 (42.25%) WinForms
14 29 (40.85%) Amazon AWS
15 28 (39.44%) Git (software)
16 24 (33.80%) Visual Studio
17 20 (28.17%) Linux
18 14 (19.72%) SQL
18 14 (19.72%) C#
19 13 (18.31%) STL
19 13 (18.31%) XML
19 13 (18.31%) Client/Server
19 13 (18.31%) Continuous Integration
19 13 (18.31%) Multithreaded Programming
20 11 (15.49%) QA
20 11 (15.49%) SDLC
21 10 (14.08%) OO

CUDA
Co-occurring IT Skills in the South East 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 (1.41%) Apache Spark
Cloud Services
1 29 (40.85%) Amazon AWS
2 1 (1.41%) Microsoft Azure
Communications & Networking
1 1 (1.41%) Internet
Database & Business Intelligence
1 1 (1.41%) Big Data
1 1 (1.41%) Hadoop
1 1 (1.41%) Relational Database
Development Applications
1 28 (39.44%) Git (software)
2 24 (33.80%) Visual Studio
General
1 4 (5.63%) Electronics
2 2 (2.82%) Games
3 1 (1.41%) Finance
3 1 (1.41%) Financial Institution
3 1 (1.41%) Manufacturing
Job Titles
1 51 (71.83%) Software Engineer
2 48 (67.61%) C++ Software Engineer
3 18 (25.35%) Senior C++ Software Engineer
3 18 (25.35%) Senior Software Engineer
4 15 (21.13%) Developer
5 12 (16.90%) C++ Developer
6 8 (11.27%) C++ Software Developer
6 8 (11.27%) Software Developer
7 5 (7.04%) Senior Developer
8 4 (5.63%) Android Engineer
8 4 (5.63%) Senior C++ Developer
8 4 (5.63%) Senior Software Developer
9 3 (4.23%) Artificial Intelligence Engineer
10 2 (2.82%) GUI Software Engineer
11 1 (1.41%) Computer Engineer
11 1 (1.41%) Computer Vision Engineer
11 1 (1.41%) Data Scientist
11 1 (1.41%) Full Stack Developer
11 1 (1.41%) Machine Learning Developer
11 1 (1.41%) Senior Full Stack Developer
Libraries, Frameworks & Software Standards
1 45 (63.38%) Qt
2 42 (59.15%) MFC
3 32 (45.07%) OpenGL
4 30 (42.25%) WinForms
5 13 (18.31%) STL
5 13 (18.31%) XML
6 7 (9.86%) OpenMP
7 5 (7.04%) TensorFlow
8 4 (5.63%) OpenCL
9 1 (1.41%) DirectX
9 1 (1.41%) HEVC
9 1 (1.41%) OpenCV
9 1 (1.41%) OpenGL ES
9 1 (1.41%) Torch
9 1 (1.41%) Vulkan
Miscellaneous
1 47 (66.20%) Algorithms
2 39 (54.93%) Computer Science
3 13 (18.31%) Client/Server
4 2 (2.82%) Life Science
4 2 (2.82%) Robotics
5 1 (1.41%) Augmented Reality
5 1 (1.41%) Internet of Things
5 1 (1.41%) User Experience
Operating Systems
1 52 (73.24%) Windows
2 20 (28.17%) Linux
3 4 (5.63%) Android
Processes & Methodologies
1 59 (83.10%) Software Engineering
2 57 (80.28%) Multithreading
3 53 (74.65%) Mathematics
4 42 (59.15%) Physics
5 35 (49.30%) OOD
6 13 (18.31%) Continuous Integration
6 13 (18.31%) Multithreaded Programming
7 11 (15.49%) SDLC
8 10 (14.08%) OO
9 7 (9.86%) Cross-Platform Development
9 7 (9.86%) Parallel Programming
10 6 (8.45%) Agile Software Development
10 6 (8.45%) Machine Learning
11 4 (5.63%) Computer Vision
12 3 (4.23%) Artificial Intelligence
12 3 (4.23%) Convolutional Neural Network
12 3 (4.23%) Embedded Software Development
13 2 (2.82%) Deep Learning
13 2 (2.82%) Robotic Control
14 1 (1.41%) Simultaneous Localization and Mapping
Programming Languages
1 71 (100.00%) C++
2 47 (66.20%) Python
3 14 (19.72%) C#
3 14 (19.72%) SQL
4 3 (4.23%) MATLAB
5 2 (2.82%) Java
6 1 (1.41%) C
Qualifications
1 40 (56.34%) PhD
2 35 (49.30%) Degree
3 5 (7.04%) Computer Science Degree
Quality Assurance & Compliance
1 11 (15.49%) QA
System Software
1 2 (2.82%) Firmware