Period
to 22 October 2018

The following table provides summary statistics for permanent job vacancies advertised in Surrey with a requirement for Deep Learning skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Deep Learning over the 6 months to 22 October 2018 with a comparison to the same period in the previous 2 years.

Deep Learning
South East > Surrey
6 months to
22 Oct 2018
Same period 2017 Same period 2016
Rank 228 251 -
Rank change year-on-year +23 - -
Permanent jobs citing Deep Learning 8 6 0
As % of all permanent IT jobs advertised in Surrey 0.16% 0.10% -
As % of the Processes & Methodologies category 0.18% 0.11% -
Number of salaries quoted 8 6 0
Surrey median annual salary £60,000 £63,750 -
Median salary % change year-on-year -5.88% - -
South East median annual salary £52,500 £70,000 £60,000
% change year-on-year -25.00% +16.67% +76.97%

Deep Learning is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Surrey with a requirement for process or methodology skills.

All Process and Methodology Skills
Surrey
Permanent vacancies with a requirement for process or methodology skills 4,525 5,363 5,979
As % of all permanent IT jobs advertised in Surrey 89.37% 90.73% 87.57%
Number of salaries quoted 3,779 4,323 5,003
Surrey median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £28,750 £29,250 £28,500
90th Percentile £73,750 £68,750 £70,000
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

Deep Learning
Job Vacancy Trend in Surrey

Job postings citing Deep Learning as a percentage of all IT jobs advertised in Surrey.

Job vacancy trend for Deep Learning in Surrey

Deep Learning
Salary Trend in Surrey

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Deep Learning in Surrey.

Salary trend for Deep Learning in Surrey

Deep Learning
Job Locations in Surrey

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Deep Learning within the Surrey region over the 6 months to 22 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
Guildford - 5 £60,000 - 1
Deep Learning
South East

For the 6 months to 22 October 2018, IT jobs citing Deep Learning 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 Surrey region with a requirement for Deep Learning.

1 8 (100.00%) Algorithms
1 8 (100.00%) TensorFlow
2 7 (87.50%) Python
2 7 (87.50%) PhD
3 6 (75.00%) C++
3 6 (75.00%) Artificial Intelligence
3 6 (75.00%) Neural Network
3 6 (75.00%) Degree
3 6 (75.00%) Machine Learning
4 5 (62.50%) Keras
4 5 (62.50%) Master's Degree
4 5 (62.50%) Caffe
5 4 (50.00%) Computer Vision
5 4 (50.00%) Convolutional Neural Network
5 4 (50.00%) Video Processing
5 4 (50.00%) Windows
5 4 (50.00%) Linux
6 3 (37.50%) C
7 2 (25.00%) MATLAB
7 2 (25.00%) Computer Science
7 2 (25.00%) DNN
7 2 (25.00%) Digital Signal Processing
7 2 (25.00%) Signal Processing
7 2 (25.00%) Chatbot
7 2 (25.00%) Computer Science Degree
8 1 (12.50%) Vulkan
8 1 (12.50%) Prototyping
8 1 (12.50%) CUDA
8 1 (12.50%) Augmented Reality
8 1 (12.50%) Electronics

Deep Learning
Co-occurring IT Skills in Surrey 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 2 (25.00%) DNN
Applications
1 2 (25.00%) Chatbot
General
1 1 (12.50%) Electronics
Job Titles
1 4 (50.00%) Developer
1 4 (50.00%) Machine Learning Developer
2 2 (25.00%) Research Engineer
3 1 (12.50%) Audio Engineer
3 1 (12.50%) Machine Learning Engineer
Libraries, Frameworks & Software Standards
1 8 (100.00%) TensorFlow
2 5 (62.50%) Caffe
2 5 (62.50%) Keras
3 1 (12.50%) DirectX
3 1 (12.50%) OpenCL
3 1 (12.50%) OpenGL
3 1 (12.50%) OpenGL ES
3 1 (12.50%) Theano
3 1 (12.50%) Unity (Game Engine)
3 1 (12.50%) Vulkan
Miscellaneous
1 8 (100.00%) Algorithms
2 2 (25.00%) Computer Science
3 1 (12.50%) Augmented Reality
3 1 (12.50%) CUDA
3 1 (12.50%) User Experience
Operating Systems
1 4 (50.00%) Linux
1 4 (50.00%) Windows
2 1 (12.50%) Android
Processes & Methodologies
1 6 (75.00%) Artificial Intelligence
1 6 (75.00%) Machine Learning
1 6 (75.00%) Neural Network
2 4 (50.00%) Computer Vision
2 4 (50.00%) Convolutional Neural Network
2 4 (50.00%) Video Processing
3 2 (25.00%) Digital Signal Processing
3 2 (25.00%) Signal Processing
4 1 (12.50%) Android Development
4 1 (12.50%) Image Processing
4 1 (12.50%) Mathematics
4 1 (12.50%) Prototyping
Programming Languages
1 7 (87.50%) Python
2 6 (75.00%) C++
3 3 (37.50%) C
4 2 (25.00%) MATLAB
Qualifications
1 7 (87.50%) PhD
2 6 (75.00%) Degree
3 5 (62.50%) Master's Degree
4 2 (25.00%) Computer Science Degree