The following table provides summary statistics for permanent job vacancies advertised in England 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 3 months to 26 June 2017 with a comparison to the same period in the previous 2 years.

Deep Learning
UK / England
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 722 864 946
Rank change year-on-year +142 +82  
Permanent jobs citing Deep Learning 145 41 7
As % of all permanent IT jobs advertised in England 0.17% 0.045% 0.007%
As % of the Processes & Methodologies category 0.19% 0.051% 0.008%
Number of salaries quoted 116 35 7
Median salary £72,500 £57,500 £110,000
Median salary % change year-on-year +26.08% -47.72%  
90% offered a salary of more than £49,500 £46,000 £106,000
10% offered a salary of more than £100,000 £78,000 £137,000
UK excluding London median salary £70,000 £50,000 -
% change year-on-year +40.00% -  

Deep Learning is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for process and methodology skills.

Process & Methodology Skills
England
Permanent job vacancies with a requirement for process and methodology skills 75432 81132 91432
As % of all permanent IT job vacancies advertised in England 89.71% 88.99% 87.96%
Number of salaries quoted 61224 68664 75601
Median salary £51,500 £50,000 £50,000
Median salary % change year-on-year +3.00% -  
90% offered a salary of more than £32,500 £32,500 £32,000
10% offered a salary of more than £80,000 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Deep Learning
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing Deep Learning as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Deep Learning in England

Deep Learning
Salary Trend in England

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

Salary trend for Deep Learning in England

Deep Learning
Salary Histogram in England

The salary distribution of IT jobs citing Deep Learning in England over the 3 months to 26 June 2017.

Salary histogram for Deep Learning in England

Deep Learning
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Deep Learning within the England region over the 3 months to 26 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +93 103 £75,000 +30.43% 9
East of England +26 25 £80,000 +6.66% 1
North West - 5 £49,000 - 4
West Midlands - 4 £40,000 -
South East +64 3 £50,000 -39.39% 1
South West -9 3 £47,500 - 1
Yorkshire - 1 £32,500 - 1
East Midlands - 1 £40,000 -
Deep Learning
UK

For the 6 months to 26 June 2017, 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 England region with a requirement for Deep Learning.

1 270 (93.10%) Machine Learning
2 226 (77.93%) Python
3 160 (55.17%) PhD
4 138 (47.59%) Java
5 123 (42.41%) C++
6 122 (42.07%) Artificial Intelligence
7 116 (40.00%) Algorithms
8 89 (30.69%) Software Engineering
8 89 (30.69%) Natural Language Processing
9 80 (27.59%) TensorFlow
10 79 (27.24%) Neural Network
11 76 (26.21%) Statistics
11 76 (26.21%) Computer Science
12 71 (24.48%) Computer Vision
13 70 (24.14%) SQL
14 69 (23.79%) R
15 68 (23.45%) Big Data
15 68 (23.45%) Mathematics
16 61 (21.03%) Analytics
17 59 (20.34%) Scala
18 52 (17.93%) Apache Spark
19 50 (17.24%) Physics
19 50 (17.24%) Finance
20 48 (16.55%) Bayesian Methods
21 46 (15.86%) Hadoop
22 43 (14.83%) Theano
23 42 (14.48%) Degree
24 39 (13.45%) Reinforcement Learning
25 37 (12.76%) MATLAB
26 34 (11.72%) Agile Software Development

Deep Learning
Co-occurring IT Skills in England 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 52 (17.93%) Apache Spark
2 11 (3.79%) DNN
3 9 (3.10%) Tomcat
4 6 (2.07%) Confluence
4 6 (2.07%) Elasticsearch
4 6 (2.07%) JBoss
4 6 (2.07%) Tornado
5 5 (1.72%) Apache Pig
5 5 (1.72%) SAS
6 1 (0.34%) Apache
Applications
1 4 (1.38%) Weka
2 2 (0.69%) Microsoft Excel
3 1 (0.34%) Chatbot
3 1 (0.34%) Microsoft PowerPoint
Cloud Services
1 12 (4.14%) Google Cloud Platform
2 11 (3.79%) Cloud Computing
3 9 (3.10%) Amazon AWS
4 7 (2.41%) GitHub
5 5 (1.72%) Microsoft Azure
6 4 (1.38%) SaaS
7 2 (0.69%) Amazon SQS
8 1 (0.34%) Azure Machine Learning
8 1 (0.34%) Google Analytics
8 1 (0.34%) Twilio
Communications & Networking
1 10 (3.45%) Internet
2 1 (0.34%) HTTP
2 1 (0.34%) TCP/IP
Database & Business Intelligence
1 68 (23.45%) Big Data
2 46 (15.86%) Hadoop
3 33 (11.38%) NoSQL
4 28 (9.66%) Data Mining
5 19 (6.55%) Apache Cassandra
6 18 (6.21%) Apache Hive
7 16 (5.52%) PostgreSQL
8 12 (4.14%) MongoDB
8 12 (4.14%) Relational Database
9 10 (3.45%) Amazon Redshift
10 6 (2.07%) KNIME
10 6 (2.07%) Spotfire
11 5 (1.72%) Neo4j
12 4 (1.38%) Data Warehouse
12 4 (1.38%) Text Mining
12 4 (1.38%) Triplestore
13 3 (1.03%) HBase
13 3 (1.03%) Redis
14 2 (0.69%) MySQL
14 2 (0.69%) RethinkDB
Development Applications
1 30 (10.34%) Git (software)
2 9 (3.10%) Jenkins
3 6 (2.07%) Atlassian Bamboo
3 6 (2.07%) Travis CI
4 3 (1.03%) CMake
4 3 (1.03%) CodeNarc
4 3 (1.03%) GitLab
4 3 (1.03%) Spock
5 2 (0.69%) LabVIEW
General
1 50 (17.24%) Finance
2 33 (11.38%) Games
3 15 (5.17%) Marketing
4 7 (2.41%) Retail
5 6 (2.07%) Billing
5 6 (2.07%) Financial Institution
5 6 (2.07%) Pharmaceutical
6 5 (1.72%) Advertising
6 5 (1.72%) Back Office
6 5 (1.72%) Telecoms
7 4 (1.38%) Banking
8 2 (0.69%) Law
8 2 (0.69%) Publishing
9 1 (0.34%) Automotive
9 1 (0.34%) Electronics
9 1 (0.34%) Legal
Job Titles
1 82 (28.28%) Data Scientist
2 67 (23.10%) Software Engineer
3 51 (17.59%) Machine Learning Engineer
4 33 (11.38%) Developer
5 32 (11.03%) Machine Learning Scientist
6 29 (10.00%) Machine Learning Researcher
7 22 (7.59%) Senior Data Scientist
8 15 (5.17%) Computer Engineer
9 12 (4.14%) Computer Vision Engineer
9 12 (4.14%) Research Engineer
10 9 (3.10%) Graduate
10 9 (3.10%) Python Developer
10 9 (3.10%) Software Developer
11 8 (2.76%) Developer/Software Engineer
11 8 (2.76%) Python Software Engineer
12 7 (2.41%) Research Scientist
13 6 (2.07%) C++ Software Engineer
13 6 (2.07%) Consultant
13 6 (2.07%) Machine Learning Developer
13 6 (2.07%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 89 (30.69%) Natural Language Processing
2 80 (27.59%) TensorFlow
3 43 (14.83%) Theano
4 23 (7.93%) Unity (Game Engine)
5 20 (6.90%) Keras
6 15 (5.17%) Torch
7 14 (4.83%) OpenCL
8 12 (4.14%) OpenCV
9 10 (3.45%) NumPy
9 10 (3.45%) scikit-learn
10 9 (3.10%) D3.js
10 9 (3.10%) Kafka
10 9 (3.10%) Spring
11 8 (2.76%) Flask
11 8 (2.76%) Pandas
12 6 (2.07%) Middleware
13 5 (1.72%) AngularJS
13 5 (1.72%) Java EE
13 5 (1.72%) Node.js
13 5 (1.72%) RESTful
Miscellaneous
1 116 (40.00%) Algorithms
2 76 (26.21%) Computer Science
3 23 (7.93%) Analytical Skills
4 20 (6.90%) Fintech
4 20 (6.90%) User Experience
5 19 (6.55%) Field-Programmable Gate Array
5 19 (6.55%) Hybrid Cloud
5 19 (6.55%) Public Cloud
6 16 (5.52%) Robotics
7 13 (4.48%) Smart City
8 12 (4.14%) 3D Graphics
9 9 (3.10%) Data Centre
10 8 (2.76%) Smart Home
10 8 (2.76%) Social Network
11 6 (2.07%) Life Science
11 6 (2.07%) Mobile App
12 5 (1.72%) Cyberthreat
12 5 (1.72%) NHS
13 3 (1.03%) Credit Risk
13 3 (1.03%) Virtual Team
Operating Systems
1 15 (5.17%) Linux
2 3 (1.03%) Debian
2 3 (1.03%) Ubuntu
Processes & Methodologies
1 270 (93.10%) Machine Learning
2 122 (42.07%) Artificial Intelligence
3 89 (30.69%) Software Engineering
4 79 (27.24%) Neural Network
5 76 (26.21%) Statistics
6 71 (24.48%) Computer Vision
7 68 (23.45%) Mathematics
8 61 (21.03%) Analytics
9 50 (17.24%) Physics
10 48 (16.55%) Bayesian Methods
11 39 (13.45%) Reinforcement Learning
12 34 (11.72%) Agile Software Development
13 31 (10.69%) Data Analysis
14 26 (8.97%) Visualisation
15 25 (8.62%) Multithreading
16 24 (8.28%) Actionable Insight
16 24 (8.28%) Economics
16 24 (8.28%) Predictive Modelling
17 22 (7.59%) Distributed Algorithms
18 21 (7.24%) Data Visualisation
Programming Languages
1 226 (77.93%) Python
2 138 (47.59%) Java
3 123 (42.41%) C++
4 70 (24.14%) SQL
5 69 (23.79%) R
6 59 (20.34%) Scala
7 37 (12.76%) MATLAB
8 30 (10.34%) C#
9 20 (6.90%) Julia
10 19 (6.55%) JavaScript
11 17 (5.86%) C
12 12 (4.14%) Fortran
13 6 (2.07%) Perl
14 5 (1.72%) Haskell
14 5 (1.72%) Kotlin
14 5 (1.72%) Ruby
15 3 (1.03%) Bash Shell
15 3 (1.03%) ES6
15 3 (1.03%) Groovy
16 2 (0.69%) Go
Qualifications
1 160 (55.17%) PhD
2 42 (14.48%) Degree
3 16 (5.52%) Computer Science Degree
4 6 (2.07%) Postgraduate
5 4 (1.38%) Master's Degree
5 4 (1.38%) Security Cleared
6 2 (0.69%) Numerate Degree
7 1 (0.34%) DV Cleared
Quality Assurance & Compliance
1 12 (4.14%) Data Quality
2 11 (3.79%) QA
System Software
1 9 (3.10%) Docker
2 5 (1.72%) HDFS
3 1 (0.34%) Apache Flume
Systems Management
1 3 (1.03%) Ansible
1 3 (1.03%) Kubernetes
2 1 (0.34%) Oozie
Vendors
1 14 (4.83%) Google
2 9 (3.10%) Microsoft
3 8 (2.76%) Tableau
4 5 (1.72%) Apple
4 5 (1.72%) Salesforce.com
5 3 (1.03%) Hortonworks
5 3 (1.03%) IBM
5 3 (1.03%) Vertica
6 1 (0.34%) Marketo
6 1 (0.34%) Teradata
Bristol, Avon
ReThink Recruitment
Salary: £45000.00 - £65000.00 per annum + Benefits
Posted: 14 hours ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £60000 - £100000 per annum + bens
Posted: 15 hours ago
Central London / West End
Birch & James Associates
Salary: From £55,000 to £65,000 per annum
Posted: 4 hours ago
Manchester, Lancashire
Agile Recruitment
Salary: £50000 - £65000 per annum + Unltd Holidays, Bonus and shares!
Posted: 3 days ago
London
Agile Recruitment
Salary: £50000 - £70000 per annum + Share options
Posted: 3 days ago
City, London
Austin Fraser
Salary: £60000 - £75000 per annum
Posted: 7 hours ago
Cheshire
Churchill Frank
Salary: £55000 - £60000 per annum
Posted: 3 days ago
London
IT Connections
Salary: to £60000
Posted: 3 days ago
London
Searchability
Salary: £50000 - £60000 per annum + Benefits
Posted: 5 days ago
London
Opus Recruitment Solutions Ltd
Salary: £65000 - £90000 per annum, Benefits Benefits & Bonus included
Posted: 3 days ago
London
Computer Futures
Salary: £90000 per annum + competitive
Posted: 10 days ago
Liverpool, Merseyside
JM
Salary: £45000 - £55000 per annum
Posted: 6 days ago
London
DCL Search & Selection
Salary: £40000 - £45000 per annum
Posted: 3 days ago
Leeds
Cathcart Associates
Salary: £25000 - £45000 per annum
Posted: 20 days ago