The table below looks at the statistics for Deep Learning skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Deep Learning over the 3 months to 1 October 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Oct 2016
Same period 2015 Same period 2014
Deep Learning
Rank 769 946 974
Rank change year-on-year
+177 +28
Permanent jobs citing Deep Learning 121 17 5
As % of all permanent IT jobs located in the UK 0.13% 0.016% 0.004%
As % of the Processes & Methodologies category 0.15% 0.018% 0.005%
Number of salaries quoted 100 16 5
Median salary £65,000 £65,000 £42,500
Median salary % change year-on-year
- +52.94%
UK excluding London median salary £75,000 £48,700 -
% change year-on-year
+54.00% -

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised across the UK.

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
82940 95208 97348
As % of all permanent IT jobs located in the UK 88.24% 87.52% 85.32%
Number of salaries quoted 69058 78708 77913
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,500 £30,500
10% offered a salary of more than £77,500 £72,500 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Deep Learning
Jobs Demand Trend

The demand trend of job ads citing Deep Learning as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Deep Learning Jobs Demand Trend in the UK

Deep Learning
Salary Trend

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

Deep Learning Salary Trend in the UK

Deep Learning
Salary Histogram

This chart provides a salary histogram for IT jobs citing Deep Learning over the 3 months to 1 October 2016 within the UK.

Deep Learning Salary Histogram in the UK

Deep Learning
Top 20 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Deep Learning within the UK over the 3 months to 1 October 2016. 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
(Click see detailed
statistics and trends)
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
England +159 120 £65,000 - 11
London +140 92 £65,000 -16.12% 7
Cambridgeshire - 13 £75,000 - 2
Cambridge - 13 £75,000 - 2
East of England - 13 £75,000 - 2
City of London +56 6 £75,000 -44.44% 1
North West - 5 £130,000 -
Newcastle upon Tyne - 4 - -
Yorkshire - 4 - -
North East - 4 - -
Canary Wharf - 4 £55,000 -
Leeds - 4 - -
West Yorkshire - 4 - -
Tyne and Wear - 4 - -
Lancashire - 3 £130,000 -
Blackpool - 3 £130,000 -
South East +64 2 £60,000 +68.29% 1
Hampshire - 2 £60,000 -
Manchester - 2 - -
Southampton - 2 £60,000 -

Deep Learning
Top 30 Related IT Skills

For the 6 months to 1 October 2016, 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 with a requirement for Deep Learning.

1 127 (76.51%) Machine Learning
2 90 (54.22%) Python
3 70 (42.17%) Artificial Intelligence
4 60 (36.14%) Algorithms
5 57 (34.34%) Analytics
6 53 (31.93%) PhD
7 52 (31.33%) Degree
7 52 (31.33%) Big Data
8 47 (28.31%) Statistics
8 47 (28.31%) Computer Science
8 47 (28.31%) C++
9 41 (24.70%) Java
10 33 (19.88%) Mathematics
10 33 (19.88%) Agile Software Development
11 30 (18.07%) Software Engineering
11 30 (18.07%) SQL
12 29 (17.47%) Visualisation
13 26 (15.66%) Scala
14 24 (14.46%) Hadoop
14 24 (14.46%) Business Intelligence
15 22 (13.25%) Finance
15 22 (13.25%) REST
16 21 (12.65%) Scrum
17 20 (12.05%) R
17 20 (12.05%) Computer Vision
18 19 (11.45%) NoSQL
18 19 (11.45%) Microservices
19 18 (10.84%) Data Mining
19 18 (10.84%) Neural Network
19 18 (10.84%) Apache Spark

Deep Learning
Top Related IT Skills 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 18 (10.84%) Apache Spark
2 4 (2.41%) Elasticsearch
3 3 (1.81%) nginx
4 2 (1.20%) SAS
5 1 (0.60%) Apache Pig
Applications
1 2 (1.20%) MS Excel
Business Applications
1 2 (1.20%) Dynamics CRM
Cloud Services
1 9 (5.42%) GitHub
2 6 (3.61%) Amazon AWS
2 6 (3.61%) Google Cloud Platform
3 3 (1.81%) Microsoft Azure
4 2 (1.20%) Amazon EC2
4 2 (1.20%) Amazon Kinesis
4 2 (1.20%) Amazon S3
5 1 (0.60%) Azure Machine Learning
5 1 (0.60%) Cloud Computing
Communications & Networking
1 8 (4.82%) Internet
2 6 (3.61%) HTTP
3 2 (1.20%) HTTPS
Database & Business Intelligence
1 52 (31.33%) Big Data
2 24 (14.46%) Hadoop
3 19 (11.45%) NoSQL
4 18 (10.84%) Data Mining
5 12 (7.23%) PostgreSQL
6 11 (6.63%) Neo4j
7 10 (6.02%) Apache Hive
8 8 (4.82%) RDBMS
8 8 (4.82%) Relational Database
9 5 (3.01%) MongoDB
9 5 (3.01%) MySQL
10 3 (1.81%) Data Warehouse
11 2 (1.20%) KDB
11 2 (1.20%) QlikView
11 2 (1.20%) SQL Server
11 2 (1.20%) SQL Server 2005
11 2 (1.20%) SQL Server 2008
11 2 (1.20%) SQL Server Analysis Services
11 2 (1.20%) SQL Server Integration Services
11 2 (1.20%) SQL Server Reporting Services
Development Applications
1 8 (4.82%) Git (software)
2 3 (1.81%) JIRA
3 1 (0.60%) Axure RP
3 1 (0.60%) CircleCI
3 1 (0.60%) Codeship
3 1 (0.60%) Grunt
3 1 (0.60%) gulp
3 1 (0.60%) Jasmine
3 1 (0.60%) Mocha
3 1 (0.60%) Sinon.JS
3 1 (0.60%) webpack
General
1 22 (13.25%) Finance
2 10 (6.02%) Marketing
3 9 (5.42%) Games
4 7 (4.22%) Telecoms
5 6 (3.61%) Law
6 4 (2.41%) Front Office
6 4 (2.41%) Retail
7 2 (1.20%) Multimedia
Job Titles
1 53 (31.93%) Developer
2 39 (23.49%) Data Scientist
3 19 (11.45%) Software Engineer
4 18 (10.84%) Machine Learning Scientist
5 16 (9.64%) Machine Learning Engineer
5 16 (9.64%) Python Developer
6 15 (9.04%) C++ Developer
7 12 (7.23%) Scala Developer
8 10 (6.02%) Senior Developer
9 9 (5.42%) Artificial Intelligence Developer
10 8 (4.82%) Research Engineer
11 6 (3.61%) Development Engineer
11 6 (3.61%) Salesforce.com Developer
11 6 (3.61%) Senior Data Scientist
11 6 (3.61%) Software Development Engineer
12 5 (3.01%) Agile Developer
12 5 (3.01%) Machine Learning Specialist
12 5 (3.01%) Ruby Developer
12 5 (3.01%) Ruby Engineer
12 5 (3.01%) Senior Ruby Developer
Libraries, Frameworks & Software Standards
1 22 (13.25%) REST
2 17 (10.24%) Theano
3 15 (9.04%) NumPy
4 13 (7.83%) OpenCL
4 13 (7.83%) TensorFlow
5 12 (7.23%) Web Services
6 11 (6.63%) RabbitMQ
7 10 (6.02%) Natural Language Processing
8 9 (5.42%) Django
8 9 (5.42%) HTML
8 9 (5.42%) Matplotlib
9 8 (4.82%) CSS
10 7 (4.22%) Akka
10 7 (4.22%) jQuery
10 7 (4.22%) Kafka
10 7 (4.22%) SciPy
10 7 (4.22%) Visualforce
11 6 (3.61%) Play Framework
11 6 (3.61%) SOAP
12 5 (3.01%) scikit-learn
Miscellaneous
1 70 (42.17%) Artificial Intelligence
2 60 (36.14%) Algorithms
3 47 (28.31%) Computer Science
3 47 (28.31%) Statistics
4 33 (19.88%) Mathematics
5 29 (17.47%) Visualisation
6 18 (10.84%) Neural Network
7 14 (8.43%) Physics
8 11 (6.63%) CUDA
9 10 (6.02%) User Experience
10 9 (5.42%) Analytical Skills
11 8 (4.82%) Fintech
12 7 (4.22%) Augmented Reality
12 7 (4.22%) Digital Media
13 6 (3.61%) Applied Mathematics
14 5 (3.01%) Enterprise Software
15 4 (2.41%) 3D Graphics
15 4 (2.41%) Biometrics
15 4 (2.41%) Robotics
16 3 (1.81%) Chemistry
Operating Systems
1 7 (4.22%) Linux
2 2 (1.20%) Android
2 2 (1.20%) Apple iOS
2 2 (1.20%) Unix
3 1 (0.60%) Mac OS
3 1 (0.60%) Windows
Processes & Methodologies
1 127 (76.51%) Machine Learning
2 57 (34.34%) Analytics
3 33 (19.88%) Agile Software Development
4 30 (18.07%) Software Engineering
5 24 (14.46%) Business Intelligence
6 21 (12.65%) Scrum
7 20 (12.05%) Computer Vision
8 19 (11.45%) Microservices
9 17 (10.24%) TDD
10 16 (9.64%) Predictive Analytics
11 15 (9.04%) Risk Management
12 13 (7.83%) OO
13 11 (6.63%) Data Management
13 11 (6.63%) Functional Programming
13 11 (6.63%) Kanban
13 11 (6.63%) Multithreading
14 10 (6.02%) Data Modelling
14 10 (6.02%) DevOps
15 9 (5.42%) Data Analysis
15 9 (5.42%) Neuroscience
Programming Languages
1 90 (54.22%) Python
2 47 (28.31%) C++
3 41 (24.70%) Java
4 30 (18.07%) SQL
5 26 (15.66%) Scala
6 20 (12.05%) R
7 14 (8.43%) JavaScript
8 12 (7.23%) Ruby
9 10 (6.02%) C#
10 8 (4.82%) Apex Code
10 8 (4.82%) MATLAB
11 7 (4.22%) Lua
12 5 (3.01%) Erlang
12 5 (3.01%) SOQL
13 3 (1.81%) C
14 2 (1.20%) Perl
15 1 (0.60%) Julia
15 1 (0.60%) PHP
15 1 (0.60%) Shell Script
Qualifications
1 53 (31.93%) PhD
2 52 (31.33%) Degree
3 6 (3.61%) Security Cleared
4 2 (1.20%) Postgraduate
Quality Assurance & Compliance
1 11 (6.63%) QA
2 1 (0.60%) WAI
System Software
1 7 (4.22%) HDFS
2 2 (1.20%) Docker
3 1 (0.60%) Apache Flume
Systems Management
1 1 (0.60%) Ansible
1 1 (0.60%) Oozie
Vendors
1 10 (6.02%) Salesforce.com
2 6 (3.61%) Google
3 3 (1.81%) Rally
4 2 (1.20%) Microsoft
4 2 (1.20%) Oracle
4 2 (1.20%) Tableau
5 1 (0.60%) IBM
London
TRG
Salary: 45000-65000 Per Annum + Benefits
Posted: Yesterday
City, London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £45000 - £65000 Per Annum + Benefits
Posted: Yesterday
London
ISL
Salary: £40000 - £60000 per annum
Posted: 3 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £70000 - £80000 per annum + bens
Posted: 6 days ago
Cambridge, Cambridgeshire
Novate IT Ltd
Salary: £60000.00 - £80000.00 per annum + benefits
Posted: 4 days ago
Buckinghamshire
Lawrence Harvey Enterprise
Salary: £400 - £500 per day
Posted: 5 days ago
London
Miller Maxwell Ltd
Salary: From £70,000 to £120,000 per annum + bonus + benefits
Posted: 5 days ago
Bournemouth, Dorset
JP Morgan
Salary: Competitive + Benefits
Posted: 9 days ago
London
Client Server
Salary: £60k to £70k + benefits
Posted: 25 days ago
London
Client Server
Salary: £55k to £70k + benefits
Posted: 24 days ago