The table below looks at the statistics for Deep Learning skills in IT jobs advertised for the England region. Included is a guide to the average salaries offered in IT jobs that have cited Deep Learning over the 3 months to 11 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
11 Feb 2016
Same period 2015 Same period 2014
Deep Learning
Rank 890 923 913
Rank change year-on-year
+33 -10
Permanent jobs citing Deep Learning 19 6 4
As % of all permanent IT jobs located in England 0.020% 0.006% 0.004%
As % of the Processes & Methodologies category 0.023% 0.007% 0.005%
Number of salaries quoted 16 6 4
Average salary £73,750 £50,000 £45,000
Average salary % change year-on-year
+47.50% +11.11%
UK excluding London average salary £71,250 - -
Deep Learning
UK

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

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
82058 84649 83361
As % of all permanent IT jobs located in England 86.88% 85.27% 85.04%
Number of salaries quoted 68908 70120 67040
Average salary £50,000 £49,000 £47,500
Average salary % change year-on-year
+2.04% +3.15%
90% offered a salary of more than £32,500 £31,500 £31,000
10% offered a salary of more than £77,500 £75,000 £75,000
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

Deep Learning
Jobs Demand Trend in England

This chart provides a 3-month moving total of permanent IT jobs citing Deep Learning across the England region as a proportion of the total demand within the Processes & Methodologies category.

Deep Learning Jobs Demand Trend 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 across the England region.

Deep Learning Salary Trend in England

Deep Learning
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Deep Learning across the England region over the 3 months to 11 February 2016.

Deep Learning Salary Histogram in England

Deep Learning
Job Locations in England

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Deep Learning within the England region over the 3 months to 11 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
London +19 17 £73,750 +47.50% 4
South East - 1 £77,500 -
South West - 1 £65,000 -
Deep Learning
UK

Deep Learning
Top 30 Related IT Skills in England

For the 6 months to 11 February 2016, IT jobs across the England region 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 30 (93.75%) Machine Learning
2 22 (68.75%) Python
3 18 (56.25%) PhD
4 16 (50.00%) Computer Science
4 16 (50.00%) Algorithms
5 14 (43.75%) Big Data
6 13 (40.63%) C++
7 12 (37.50%) Hadoop
8 11 (34.38%) R
8 11 (34.38%) Statistics
8 11 (34.38%) Mathematics
9 9 (28.13%) Degree
9 9 (28.13%) MATLAB
10 8 (25.00%) Natural Language Processing
10 8 (25.00%) Physics
10 8 (25.00%) Apache Spark
11 7 (21.88%) Analytics
11 7 (21.88%) Scala
11 7 (21.88%) Finance
11 7 (21.88%) Java
12 6 (18.75%) NoSQL
12 6 (18.75%) Bayesian Methods
13 5 (15.63%) Hidden Markov Model
13 5 (15.63%) Analytical Skills
13 5 (15.63%) Predictive Modelling
13 5 (15.63%) CUDA
13 5 (15.63%) Statistical Modelling
13 5 (15.63%) Artificial Intelligence
13 5 (15.63%) Neural Network
14 4 (12.50%) Agile Software Development

Deep Learning
Top Related IT Skills in England by Category

For the 6 months to 11 February 2016, IT jobs across the England region 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 8 (25.00%) Apache Spark
2 4 (12.50%) Elasticsearch
3 3 (9.38%) SAS
4 2 (6.25%) Apache
Applications
1 2 (6.25%) Weka
2 1 (3.13%) SPSS
Cloud Services
1 1 (3.13%) Cloud Computing
Database & Business Intelligence
1 14 (43.75%) Big Data
2 12 (37.50%) Hadoop
3 6 (18.75%) NoSQL
4 4 (12.50%) Apache Hive
4 4 (12.50%) MongoDB
5 2 (6.25%) BigTable
5 2 (6.25%) Data Mining
5 2 (6.25%) KDB
6 1 (3.13%) Apache Cassandra
6 1 (3.13%) Flink
6 1 (3.13%) Riak
Development Applications
1 3 (9.38%) CMake
1 3 (9.38%) GCC
1 3 (9.38%) Git (software)
1 3 (9.38%) Xcode
2 1 (3.13%) Maven
General
1 7 (21.88%) Finance
2 4 (12.50%) Retail
3 2 (6.25%) Games
4 1 (3.13%) Electronics
4 1 (3.13%) Law
4 1 (3.13%) Telecoms
Job Titles
1 11 (34.38%) Data Scientist
2 4 (12.50%) Developer
3 3 (9.38%) C++ Developer
3 3 (9.38%) Machine Learning Scientist
3 3 (9.38%) MATLAB Engineer
4 2 (6.25%) Analyst
4 2 (6.25%) Computer Scientist
4 2 (6.25%) Machine Learning Engineer
4 2 (6.25%) MATLAB Developer
4 2 (6.25%) Python Developer
4 2 (6.25%) Senior Data Scientist
5 1 (3.13%) C++ Software Engineer
5 1 (3.13%) C++/Java Developer
5 1 (3.13%) Computer Engineer
5 1 (3.13%) Data Analyst
5 1 (3.13%) Java Developer
5 1 (3.13%) Machine Learning Developer
5 1 (3.13%) Python Software Engineer
5 1 (3.13%) Research Scientist
5 1 (3.13%) Software Engineer
Libraries, Frameworks & Software Standards
1 8 (25.00%) Natural Language Processing
2 4 (12.50%) Theano
3 3 (9.38%) Kafka
3 3 (9.38%) scikit-learn
4 2 (6.25%) SciPy
5 1 (3.13%) AngularJS
5 1 (3.13%) Esper
5 1 (3.13%) OpenCL
5 1 (3.13%) Pandas
5 1 (3.13%) Pyramid
5 1 (3.13%) TensorFlow
Miscellaneous
1 16 (50.00%) Algorithms
1 16 (50.00%) Computer Science
2 11 (34.38%) Mathematics
2 11 (34.38%) Statistics
3 8 (25.00%) Physics
4 5 (15.63%) Analytical Skills
4 5 (15.63%) Artificial Intelligence
4 5 (15.63%) CUDA
4 5 (15.63%) Neural Network
5 3 (9.38%) Client/Server
5 3 (9.38%) Social Media
5 3 (9.38%) Visualisation
6 2 (6.25%) Applied Mathematics
6 2 (6.25%) Hedge funds
6 2 (6.25%) Informatics
6 2 (6.25%) Mobile App
7 1 (3.13%) Data Extraction
7 1 (3.13%) Robotics
Operating Systems
1 4 (12.50%) Linux
Processes & Methodologies
1 30 (93.75%) Machine Learning
2 7 (21.88%) Analytics
3 6 (18.75%) Bayesian Methods
4 5 (15.63%) Hidden Markov Model
4 5 (15.63%) Predictive Modelling
4 5 (15.63%) Statistical Modelling
5 4 (12.50%) Agile Software Development
5 4 (12.50%) Convolutional Neural Network
5 4 (12.50%) Data Analysis
5 4 (12.50%) Image Processing
5 4 (12.50%) Open Source
5 4 (12.50%) Refactoring
5 4 (12.50%) Software Engineering
5 4 (12.50%) Unit Testing
6 3 (9.38%) E-Commerce
6 3 (9.38%) Linear Algebra
6 3 (9.38%) Presales
6 3 (9.38%) Speech Recognition
7 2 (6.25%) Data Visualisation
7 2 (6.25%) Markov Chain
Programming Languages
1 22 (68.75%) Python
2 13 (40.63%) C++
3 11 (34.38%) R
4 9 (28.13%) MATLAB
5 7 (21.88%) Java
5 7 (21.88%) Scala
6 4 (12.50%) C
6 4 (12.50%) Lua
7 3 (9.38%) JavaScript
7 3 (9.38%) SQL
8 1 (3.13%) Perl
8 1 (3.13%) PHP
8 1 (3.13%) Ruby
8 1 (3.13%) Shell Script
Qualifications
1 18 (56.25%) PhD
2 9 (28.13%) Degree
3 2 (6.25%) Postgraduate
Quality Assurance & Compliance
1 2 (6.25%) Data Quality
System Software
1 3 (9.38%) Docker
Vendors
1 3 (9.38%) Oracle
2 2 (6.25%) Cloudera
London
Google DeepMind
Salary: Competitive
Posted: 2 days ago
City, London
Oscar
Salary: £50000 - £90000 per annum + benefits
Posted: 5 days ago
London
ABILITY Resorucing Ltd
Salary: £55000 - £65000 per annum + Benefits, Options
Posted: 14 days ago
City of London
Churchill Frank International
Salary: £50000 - £60000 per annum + Benefits
Posted: 23 days ago