Period
to 25 April 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 25 April 2018 with a comparison to the same period in the previous 2 years.

Deep Learning
South East > Surrey
6 months to
25 Apr 2018
Same period 2017 Same period 2016
Rank 232 - -
Rank change year-on-year - - -
Permanent jobs citing Deep Learning 11 0 0
As % of all permanent IT jobs advertised in Surrey 0.20% - -
As % of the Processes & Methodologies category 0.22% - -
Number of salaries quoted 8 0 0
Surrey median annual salary £60,000 - -
South East median annual salary £60,000 £65,000 £77,500
% change year-on-year -7.69% -16.13% -

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 4,912 4,603 7,201
As % of all permanent IT jobs advertised in Surrey 89.00% 85.57% 88.64%
Number of salaries quoted 4,047 3,780 6,144
Surrey median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% -
10th Percentile £29,000 £27,500 £26,250
90th Percentile £70,000 £68,750 £67,500
South East median annual salary £45,000 £45,000 £45,000

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
Salary Histogram in Surrey

The salary distribution of IT jobs citing Deep Learning in Surrey over the 6 months to 25 April 2018.

Salary histogram 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 25 April 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 - 1 £50,000 -
Woking - 1 - -
Deep Learning
South East

For the 6 months to 25 April 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 11 (100.00%) TensorFlow
2 10 (90.91%) Algorithms
3 9 (81.82%) C
4 8 (72.73%) C++
4 8 (72.73%) Computer Science
5 7 (63.64%) Machine Learning
6 6 (54.55%) Computer Science Degree
6 6 (54.55%) Mathematics
6 6 (54.55%) Degree
6 6 (54.55%) CUDA
7 5 (45.45%) Augmented Reality
7 5 (45.45%) Android
7 5 (45.45%) Python
7 5 (45.45%) PhD
7 5 (45.45%) OpenGL
7 5 (45.45%) DirectX
7 5 (45.45%) Electronics
7 5 (45.45%) Vulkan
7 5 (45.45%) Unity (Game Engine)
7 5 (45.45%) User Experience
7 5 (45.45%) OpenCL
7 5 (45.45%) OpenGL ES
7 5 (45.45%) Android Development
7 5 (45.45%) Prototyping
8 4 (36.36%) MATLAB
9 3 (27.27%) Digital Signal Processing
9 3 (27.27%) Signal Processing
9 3 (27.27%) Artificial Intelligence
9 3 (27.27%) Neural Network
9 3 (27.27%) DNN

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 3 (27.27%) DNN
2 2 (18.18%) Apache Spark
3 1 (9.09%) Apache
Applications
1 3 (27.27%) Chatbot
Cloud Services
1 1 (9.09%) Amazon AWS
1 1 (9.09%) Microsoft Azure
Database & Business Intelligence
1 2 (18.18%) Big Data
2 1 (9.09%) Hadoop
2 1 (9.09%) Relational Database
General
1 5 (45.45%) Electronics
2 1 (9.09%) Finance
2 1 (9.09%) Financial Institution
Job Titles
1 3 (27.27%) Research Engineer
2 2 (18.18%) Developer
3 1 (9.09%) Audio Engineer
3 1 (9.09%) Full Stack Developer
3 1 (9.09%) Junior
3 1 (9.09%) Junior Developer
3 1 (9.09%) Junior Software Developer
3 1 (9.09%) Machine Learning Developer
3 1 (9.09%) Machine Learning Engineer
3 1 (9.09%) Senior Developer
3 1 (9.09%) Senior Full Stack Developer
3 1 (9.09%) Software Developer
Libraries, Frameworks & Software Standards
1 11 (100.00%) TensorFlow
2 5 (45.45%) DirectX
2 5 (45.45%) OpenCL
2 5 (45.45%) OpenGL
2 5 (45.45%) OpenGL ES
2 5 (45.45%) Unity (Game Engine)
2 5 (45.45%) Vulkan
3 1 (9.09%) OpenCV
3 1 (9.09%) Theano
3 1 (9.09%) Torch
Miscellaneous
1 10 (90.91%) Algorithms
2 8 (72.73%) Computer Science
3 6 (54.55%) CUDA
4 5 (45.45%) Augmented Reality
4 5 (45.45%) User Experience
Operating Systems
1 5 (45.45%) Android
Processes & Methodologies
1 7 (63.64%) Machine Learning
2 6 (54.55%) Mathematics
3 5 (45.45%) Android Development
3 5 (45.45%) Prototyping
4 3 (27.27%) Artificial Intelligence
4 3 (27.27%) Digital Signal Processing
4 3 (27.27%) Neural Network
4 3 (27.27%) Signal Processing
5 1 (9.09%) Computer Vision
5 1 (9.09%) Image Processing
5 1 (9.09%) Multithreading
5 1 (9.09%) OO
5 1 (9.09%) Open Source
5 1 (9.09%) Physics
5 1 (9.09%) Software Engineering
Programming Languages
1 9 (81.82%) C
2 8 (72.73%) C++
3 5 (45.45%) Python
4 4 (36.36%) MATLAB
5 2 (18.18%) C#
6 1 (9.09%) Java
6 1 (9.09%) SQL
Qualifications
1 6 (54.55%) Computer Science Degree
1 6 (54.55%) Degree
2 5 (45.45%) PhD