Period
to 22 January 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 January 2018 with a comparison to the same period in the previous 2 years.

Deep Learning
South East > Surrey
6 months to
22 Jan 2018
Same period 2017 Same period 2016
Rank 241 - -
Rank change year-on-year - - -
Permanent jobs citing Deep Learning 6 0 0
As % of all permanent IT jobs advertised in Surrey 0.10% - -
As % of the Processes & Methodologies category 0.11% - -
Number of salaries quoted 6 0 0
Surrey median annual salary £72,500 - -
South East median annual salary £70,000 £60,000 £33,904
% change year-on-year +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 5,297 4,982 6,922
As % of all permanent IT jobs advertised in Surrey 88.77% 85.45% 87.53%
Number of salaries quoted 4,328 4,136 6,006
Surrey median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £29,000 £28,000 £26,250
90th Percentile £68,500 £70,000 £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 22 January 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 22 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
Woking - 2 £30,000 -
Staines - 1 £57,500 - 1
Deep Learning
South East

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

1 5 (83.33%) Python
1 5 (83.33%) Apache Spark
2 4 (66.67%) TensorFlow
2 4 (66.67%) Machine Learning
2 4 (66.67%) Mathematics
2 4 (66.67%) C++
2 4 (66.67%) MATLAB
2 4 (66.67%) Computer Science
3 3 (50.00%) C#
3 3 (50.00%) OpenCV
3 3 (50.00%) Big Data
3 3 (50.00%) Hadoop
3 3 (50.00%) Algorithms
3 3 (50.00%) Computer Vision
4 2 (33.33%) Computer Science Degree
4 2 (33.33%) Data Lake
4 2 (33.33%) Statistical Modelling
4 2 (33.33%) Data Analytics
4 2 (33.33%) Applied Mathematics
4 2 (33.33%) Analytics
4 2 (33.33%) Java
4 2 (33.33%) SAS
4 2 (33.33%) Software Engineering
4 2 (33.33%) Apache
4 2 (33.33%) Degree
4 2 (33.33%) Open Source
4 2 (33.33%) CUDA
4 2 (33.33%) Pattern Recognition
4 2 (33.33%) Apache Hive
4 2 (33.33%) Apache Cassandra

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 5 (83.33%) Apache Spark
2 2 (33.33%) Apache
2 2 (33.33%) SAS
Cloud Services
1 1 (16.67%) Amazon AWS
1 1 (16.67%) Microsoft Azure
Database & Business Intelligence
1 3 (50.00%) Big Data
1 3 (50.00%) Hadoop
2 2 (33.33%) Apache Cassandra
2 2 (33.33%) Apache Hive
2 2 (33.33%) Data Lake
2 2 (33.33%) HBase
3 1 (16.67%) Relational Database
General
1 1 (16.67%) Electronics
1 1 (16.67%) Finance
1 1 (16.67%) Financial Institution
Job Titles
1 2 (33.33%) Data Scientist
1 2 (33.33%) Developer
1 2 (33.33%) Graduate
1 2 (33.33%) Senior Data Scientist
2 1 (16.67%) Android Engineer
2 1 (16.67%) Computer Engineer
2 1 (16.67%) Computer Vision Engineer
2 1 (16.67%) Full Stack Developer
2 1 (16.67%) Graduate Developer
2 1 (16.67%) Graduate Software Developer
2 1 (16.67%) Machine Learning Developer
2 1 (16.67%) Senior Developer
2 1 (16.67%) Senior Full Stack Developer
2 1 (16.67%) Software Developer
Libraries, Frameworks & Software Standards
1 4 (66.67%) TensorFlow
2 3 (50.00%) OpenCV
3 2 (33.33%) Natural Language Processing
4 1 (16.67%) HEVC
4 1 (16.67%) OpenCL
4 1 (16.67%) OpenGL
4 1 (16.67%) OpenGL ES
4 1 (16.67%) Torch
4 1 (16.67%) Vulkan
Miscellaneous
1 4 (66.67%) Computer Science
2 3 (50.00%) Algorithms
3 2 (33.33%) CUDA
4 1 (16.67%) Augmented Reality
Operating Systems
1 1 (16.67%) Android
Processes & Methodologies
1 4 (66.67%) Machine Learning
1 4 (66.67%) Mathematics
2 3 (50.00%) Computer Vision
3 2 (33.33%) Analytics
3 2 (33.33%) Applied Mathematics
3 2 (33.33%) Data Analytics
3 2 (33.33%) Open Source
3 2 (33.33%) Pattern Recognition
3 2 (33.33%) Software Engineering
3 2 (33.33%) Statistical Modelling
4 1 (16.67%) Android Development
4 1 (16.67%) Multithreading
4 1 (16.67%) OO
4 1 (16.67%) Physics
4 1 (16.67%) Simultaneous Localization and Mapping
4 1 (16.67%) Video Processing
Programming Languages
1 5 (83.33%) Python
2 4 (66.67%) C++
2 4 (66.67%) MATLAB
3 3 (50.00%) C#
4 2 (33.33%) Java
4 2 (33.33%) R
5 1 (16.67%) C
5 1 (16.67%) SQL
Qualifications
1 2 (33.33%) Computer Science Degree
1 2 (33.33%) Degree
2 1 (16.67%) PhD