The table below looks at the statistics for Deep Learning skills in IT jobs advertised across the UK. Included is a guide to the average salaries offered in IT jobs that have cited Deep Learning over the 3 months to 14 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
14 Feb 2016
Same period 2015 Same period 2014
Deep Learning
Rank 921 926 927
Rank change year-on-year
+5 +1
Permanent jobs citing Deep Learning 22 8 5
As % of all permanent IT jobs located in the UK 0.022% 0.008% 0.005%
As % of the Processes & Methodologies category 0.025% 0.009% 0.006%
Number of salaries quoted 19 8 5
Average salary £67,500 £53,750 £45,000
Average salary % change year-on-year
+25.58% +19.44%
UK excluding London average salary £71,250 - -

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
88421 89510 88212
As % of all permanent IT jobs located in the UK 86.81% 85.23% 84.88%
Number of salaries quoted 73412 73509 70144
Average salary £50,000 £47,500 £47,500
Average salary % change year-on-year
+5.26% -
90% offered a salary of more than £32,500 £31,500 £31,000
10% offered a salary of more than £75,000 £75,000 £73,000
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

Deep Learning
Jobs Demand Trend

This chart provides the 3-month moving total of permanent IT jobs citing Deep Learning within the UK as a proportion of the total demand within 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 14 February 2016 within the UK.

Deep Learning Salary Histogram in the UK

Deep Learning
Top 9 Job Locations

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Deep Learning within the UK over the 3 months to 14 February 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +20 22 £67,500 +25.58% 3
London +20 20 £67,500 +25.58% 3
City of London - 11 £67,500 - 1
South East - 1 £77,500 -
South West - 1 £65,000 -
Cheltenham - 1 £65,000 -
Oxford - 1 £77,500 -
Gloucestershire - 1 £65,000 -
Oxfordshire - 1 £77,500 -

Deep Learning
Top 30 Related IT Skills

For the 6 months to 14 February 2016, IT jobs within the UK citing Deep Learning also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Deep Learning.

1 33 (94.29%) Machine Learning
2 23 (65.71%) Python
3 18 (51.43%) PhD
4 17 (48.57%) Big Data
5 16 (45.71%) Computer Science
5 16 (45.71%) Algorithms
6 14 (40.00%) Hadoop
7 12 (34.29%) C++
8 11 (31.43%) Mathematics
9 10 (28.57%) R
9 10 (28.57%) Statistics
9 10 (28.57%) Apache Spark
10 9 (25.71%) Degree
10 9 (25.71%) MATLAB
11 8 (22.86%) Physics
11 8 (22.86%) Open Source
11 8 (22.86%) Natural Language Processing
12 7 (20.00%) NoSQL
12 7 (20.00%) Java
13 6 (17.14%) Finance
13 6 (17.14%) MongoDB
13 6 (17.14%) Scala
13 6 (17.14%) Analytics
13 6 (17.14%) Bayesian Methods
14 5 (14.29%) Hidden Markov Model
14 5 (14.29%) Kafka
14 5 (14.29%) Predictive Modelling
14 5 (14.29%) CUDA
14 5 (14.29%) SQL
14 5 (14.29%) Data Analysis

Deep Learning
Top Related IT Skills by Category

For the 6 months to 14 February 2016, IT jobs within the UK citing Deep Learning also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Deep Learning. Up to 20 skills are shown per category.

Application Platforms
1 10 (28.57%) Apache Spark
2 4 (11.43%) Elasticsearch
3 3 (8.57%) SAS
4 2 (5.71%) Apache
Applications
1 1 (2.86%) SPSS
1 1 (2.86%) Weka
Cloud Services
1 1 (2.86%) Amazon AWS
1 1 (2.86%) Cloud Computing
1 1 (2.86%) GitHub
1 1 (2.86%) Microsoft Azure
Database & Business Intelligence
1 17 (48.57%) Big Data
2 14 (40.00%) Hadoop
3 7 (20.00%) NoSQL
4 6 (17.14%) MongoDB
5 3 (8.57%) Apache Cassandra
5 3 (8.57%) Apache Hive
6 2 (5.71%) BigTable
6 2 (5.71%) Data Mining
6 2 (5.71%) KDB
6 2 (5.71%) Neo4j
6 2 (5.71%) Pentaho
6 2 (5.71%) Spark SQL
7 1 (2.86%) Flink
7 1 (2.86%) QlikView
7 1 (2.86%) Riak
7 1 (2.86%) Spotfire
Development Applications
1 3 (8.57%) CMake
1 3 (8.57%) GCC
1 3 (8.57%) Git (software)
1 3 (8.57%) Xcode
2 2 (5.71%) Talend Open Studio
3 1 (2.86%) Jenkins
3 1 (2.86%) Maven
General
1 6 (17.14%) Finance
2 4 (11.43%) Retail
3 2 (5.71%) Games
4 1 (2.86%) Electronics
4 1 (2.86%) Law
4 1 (2.86%) Telecoms
Job Titles
1 11 (31.43%) Data Scientist
2 4 (11.43%) Developer
3 3 (8.57%) Analyst
3 3 (8.57%) C++ Developer
3 3 (8.57%) Machine Learning Scientist
3 3 (8.57%) MATLAB Engineer
4 2 (5.71%) Computer Scientist
4 2 (5.71%) Data Analyst
4 2 (5.71%) Machine Learning Engineer
4 2 (5.71%) MATLAB Developer
4 2 (5.71%) Python Developer
4 2 (5.71%) Senior Data Scientist
5 1 (2.86%) Big Data Architect
5 1 (2.86%) Big Data Developer
5 1 (2.86%) C++ Software Engineer
5 1 (2.86%) C++/Java Developer
5 1 (2.86%) Computer Engineer
5 1 (2.86%) Java Developer
5 1 (2.86%) Python Software Engineer
5 1 (2.86%) Research Scientist
Libraries, Frameworks & Software Standards
1 8 (22.86%) Natural Language Processing
2 5 (14.29%) Kafka
3 4 (11.43%) Theano
4 3 (8.57%) scikit-learn
5 2 (5.71%) SciPy
6 1 (2.86%) AngularJS
6 1 (2.86%) CSS
6 1 (2.86%) D3.js
6 1 (2.86%) Esper
6 1 (2.86%) HTML
6 1 (2.86%) Middleware
6 1 (2.86%) OpenCL
6 1 (2.86%) Pandas
6 1 (2.86%) Pyramid
6 1 (2.86%) TensorFlow
Miscellaneous
1 16 (45.71%) Algorithms
1 16 (45.71%) Computer Science
2 11 (31.43%) Mathematics
3 10 (28.57%) Statistics
4 8 (22.86%) Physics
5 5 (14.29%) Analytical Skills
5 5 (14.29%) Artificial Intelligence
5 5 (14.29%) CUDA
6 4 (11.43%) Neural Network
6 4 (11.43%) Visualisation
7 3 (8.57%) Client/Server
7 3 (8.57%) Social Media
8 2 (5.71%) Applied Mathematics
8 2 (5.71%) Hedge funds
8 2 (5.71%) Informatics
8 2 (5.71%) Mobile App
9 1 (2.86%) Data Extraction
9 1 (2.86%) Robotics
9 1 (2.86%) User Experience
Operating Systems
1 4 (11.43%) Linux
Processes & Methodologies
1 33 (94.29%) Machine Learning
2 8 (22.86%) Open Source
3 6 (17.14%) Analytics
3 6 (17.14%) Bayesian Methods
4 5 (14.29%) Data Analysis
4 5 (14.29%) Hidden Markov Model
4 5 (14.29%) Predictive Modelling
5 4 (11.43%) Agile Software Development
5 4 (11.43%) Image Processing
5 4 (11.43%) Refactoring
5 4 (11.43%) Software Engineering
5 4 (11.43%) Statistical Modelling
5 4 (11.43%) Unit Testing
6 3 (8.57%) Convolutional Neural Network
6 3 (8.57%) Data Visualisation
6 3 (8.57%) E-Commerce
6 3 (8.57%) Linear Algebra
6 3 (8.57%) Presales
6 3 (8.57%) Speech Recognition
7 2 (5.71%) Markov Chain
Programming Languages
1 23 (65.71%) Python
2 12 (34.29%) C++
3 10 (28.57%) R
4 9 (25.71%) MATLAB
5 7 (20.00%) Java
6 6 (17.14%) Scala
7 5 (14.29%) SQL
8 4 (11.43%) C
8 4 (11.43%) JavaScript
8 4 (11.43%) Lua
9 1 (2.86%) Perl
9 1 (2.86%) PHP
9 1 (2.86%) Ruby
9 1 (2.86%) Shell Script
Qualifications
1 18 (51.43%) PhD
2 9 (25.71%) Degree
3 2 (5.71%) Postgraduate
Quality Assurance & Compliance
1 1 (2.86%) Data Quality
System Software
1 3 (8.57%) Docker
2 2 (5.71%) Apache Flume
Systems Management
1 1 (2.86%) Puppet
Vendors
1 2 (5.71%) Cloudera
1 2 (5.71%) Greenplum
1 2 (5.71%) Informatica
1 2 (5.71%) Oracle
1 2 (5.71%) Talend
2 1 (2.86%) Hortonworks
2 1 (2.86%) IBM
2 1 (2.86%) Jaspersoft
2 1 (2.86%) MuleSoft
2 1 (2.86%) Tableau
London
Google DeepMind
Salary: Competitive
Posted: 6 days ago
London
ABILITY Resorucing Ltd
Salary: £55000 - £65000 per annum + Benefits, Options
Posted: 17 days ago
City of London
Churchill Frank International
Salary: £50000 - £60000 per annum + Benefits
Posted: 26 days ago