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 salaries offered in IT jobs that have cited Deep Learning over the 3 months to 30 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jul 2016
Same period 2015 Same period 2014
Deep Learning
Rank 843 932 950
Rank change year-on-year
+89 +18
Permanent jobs citing Deep Learning 61 7 9
As % of all permanent IT jobs located in England 0.067% 0.007% 0.008%
As % of the Processes & Methodologies category 0.076% 0.008% 0.010%
Number of salaries quoted 56 6 9
Median salary £65,000 £110,000 £37,500
Median salary % change year-on-year
-40.90% +193.33%
90% offered a salary of more than £48,750 £65,000 £32,500
10% offered a salary of more than £80,000 £122,500 £52,500
UK excluding London median salary £65,000 - -
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
80575 89250 93482
As % of all permanent IT jobs located in England 87.90% 87.15% 85.38%
Number of salaries quoted 68124 73923 75971
Median salary £50,000 £50,000 £49,500
Median salary % change year-on-year
- +1.01%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £72,500 £75,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Deep Learning
Jobs Demand Trend in England

The demand trend of job ads across the England region citing Deep Learning as a proportion of all IT jobs with a match in 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 30 July 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 median salaries quoted in IT jobs citing Deep Learning within the England region over the 3 months to 30 July 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
London +84 55 £65,000 -40.90% 14
East of England - 4 £65,000 - 1
South East - 1 £82,500 -
South West - 1 £47,500 - 2
Deep Learning
UK

Deep Learning
Top 30 Related IT Skills in England

For the 6 months to 30 July 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 across the England region with a requirement for Deep Learning.

1 78 (78.79%) Machine Learning
2 54 (54.55%) Python
3 45 (45.45%) Computer Science
4 41 (41.41%) Artificial Intelligence
5 39 (39.39%) PhD
6 38 (38.38%) Algorithms
7 37 (37.37%) C++
7 37 (37.37%) Degree
8 28 (28.28%) Big Data
9 27 (27.27%) Statistics
9 27 (27.27%) Mathematics
10 24 (24.24%) Analytics
10 24 (24.24%) Java
11 22 (22.22%) Hadoop
12 21 (21.21%) Neural Network
12 21 (21.21%) Apache Spark
13 17 (17.17%) SQL
14 16 (16.16%) Agile Software Development
14 16 (16.16%) Software Engineering
15 15 (15.15%) Physics
15 15 (15.15%) Scala
15 15 (15.15%) Theano
16 14 (14.14%) TensorFlow
16 14 (14.14%) NumPy
17 13 (13.13%) Matplotlib
17 13 (13.13%) CUDA
17 13 (13.13%) JavaScript
18 12 (12.12%) REST
18 12 (12.12%) R
19 11 (11.11%) NoSQL

Deep Learning
Top Related 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 21 (21.21%) Apache Spark
2 3 (3.03%) SAS
3 2 (2.02%) Apache
3 2 (2.02%) Elasticsearch
4 1 (1.01%) nginx
Applications
1 4 (4.04%) MS Excel
2 1 (1.01%) SPSS
Cloud Services
1 10 (10.10%) GitHub
2 3 (3.03%) Amazon AWS
3 1 (1.01%) Microsoft Azure
Communications & Networking
1 6 (6.06%) Internet
2 4 (4.04%) TCP/IP
Database & Business Intelligence
1 28 (28.28%) Big Data
2 22 (22.22%) Hadoop
3 11 (11.11%) NoSQL
4 6 (6.06%) Apache Hive
4 6 (6.06%) Data Mining
5 5 (5.05%) MongoDB
5 5 (5.05%) RDBMS
5 5 (5.05%) Relational Database
6 4 (4.04%) Apache Cassandra
6 4 (4.04%) Flink
6 4 (4.04%) Neo4j
6 4 (4.04%) SQL Server
7 3 (3.03%) HAWQ
7 3 (3.03%) Pentaho
7 3 (3.03%) Spark SQL
8 1 (1.01%) KDB
8 1 (1.01%) PostgreSQL
8 1 (1.01%) QlikView
8 1 (1.01%) Spotfire
8 1 (1.01%) Triplestore
Development Applications
1 9 (9.09%) Git (software)
2 4 (4.04%) GDB
2 4 (4.04%) Valgrind
3 3 (3.03%) Talend Open Studio
4 1 (1.01%) CircleCI
4 1 (1.01%) Codeship
4 1 (1.01%) Jenkins
4 1 (1.01%) JIRA
4 1 (1.01%) Maven
General
1 10 (10.10%) Finance
2 6 (6.06%) Law
3 5 (5.05%) Games
3 5 (5.05%) Marketing
3 5 (5.05%) Telecoms
4 4 (4.04%) Retail
5 1 (1.01%) Electronics
Job Titles
1 30 (30.30%) Developer
2 25 (25.25%) Data Scientist
3 11 (11.11%) Machine Learning Scientist
3 11 (11.11%) Software Engineer
4 10 (10.10%) Python Developer
5 8 (8.08%) Artificial Intelligence Developer
6 7 (7.07%) C++ Developer
6 7 (7.07%) Machine Learning Engineer
6 7 (7.07%) Research Engineer
7 6 (6.06%) Research Scientist
7 6 (6.06%) Software Developer
8 5 (5.05%) Computer Scientist
8 5 (5.05%) Development Engineer
8 5 (5.05%) Senior Developer
8 5 (5.05%) Software Development Engineer
9 4 (4.04%) Analyst
9 4 (4.04%) Junior
9 4 (4.04%) Programmer
9 4 (4.04%) Salesforce.com Developer
9 4 (4.04%) Scala Developer
Libraries, Frameworks & Software Standards
1 15 (15.15%) Theano
2 14 (14.14%) NumPy
2 14 (14.14%) TensorFlow
3 13 (13.13%) Matplotlib
4 12 (12.12%) REST
5 9 (9.09%) OpenCL
6 8 (8.08%) HTML
6 8 (8.08%) Web Services
7 7 (7.07%) CSS
7 7 (7.07%) Natural Language Processing
8 6 (6.06%) SciPy
9 5 (5.05%) jQuery
9 5 (5.05%) OpenCV
9 5 (5.05%) Pandas
9 5 (5.05%) SOAP
9 5 (5.05%) Visualforce
10 4 (4.04%) Akka
10 4 (4.04%) Play Framework
10 4 (4.04%) scikit-learn
11 3 (3.03%) Kafka
Miscellaneous
1 45 (45.45%) Computer Science
2 41 (41.41%) Artificial Intelligence
3 38 (38.38%) Algorithms
4 27 (27.27%) Mathematics
4 27 (27.27%) Statistics
5 21 (21.21%) Neural Network
6 15 (15.15%) Physics
7 13 (13.13%) CUDA
8 10 (10.10%) Visualisation
9 8 (8.08%) Analytical Skills
10 5 (5.05%) Applied Mathematics
10 5 (5.05%) Fintech
11 4 (4.04%) Augmented Reality
11 4 (4.04%) Digital Media
12 3 (3.03%) Chemistry
12 3 (3.03%) Enterprise Software
12 3 (3.03%) Mobile App
12 3 (3.03%) User Experience
13 2 (2.02%) 3D Graphics
13 2 (2.02%) Robotics
Operating Systems
1 9 (9.09%) Linux
2 4 (4.04%) Android
2 4 (4.04%) Apple iOS
3 1 (1.01%) Mac OS
3 1 (1.01%) Windows
Processes & Methodologies
1 78 (78.79%) Machine Learning
2 24 (24.24%) Analytics
3 16 (16.16%) Agile Software Development
3 16 (16.16%) Software Engineering
4 10 (10.10%) Data Analytics
4 10 (10.10%) Statistical Modelling
5 9 (9.09%) Neuroscience
5 9 (9.09%) Scrum
6 7 (7.07%) Bayesian Methods
6 7 (7.07%) Microservices
6 7 (7.07%) OO
6 7 (7.07%) Open Source
6 7 (7.07%) Predictive Analytics
6 7 (7.07%) TDD
7 6 (6.06%) ETL
7 6 (6.06%) Kanban
7 6 (6.06%) Migration
8 5 (5.05%) Business Intelligence
8 5 (5.05%) Modular Programming
8 5 (5.05%) Peer-to-Peer Lending
Programming Languages
1 54 (54.55%) Python
2 37 (37.37%) C++
3 24 (24.24%) Java
4 17 (17.17%) SQL
5 15 (15.15%) Scala
6 13 (13.13%) JavaScript
7 12 (12.12%) R
8 7 (7.07%) MATLAB
9 6 (6.06%) Apex Code
10 5 (5.05%) C
10 5 (5.05%) Ruby
11 4 (4.04%) C#
11 4 (4.04%) Lua
11 4 (4.04%) SOQL
12 3 (3.03%) Erlang
12 3 (3.03%) Julia
12 3 (3.03%) Perl
13 2 (2.02%) Assembly Language
13 2 (2.02%) Shell Script
14 1 (1.01%) PHP
Qualifications
1 39 (39.39%) PhD
2 37 (37.37%) Degree
3 5 (5.05%) Security Cleared
4 1 (1.01%) Postgraduate
Quality Assurance & Compliance
1 6 (6.06%) QA
System Software
1 4 (4.04%) Docker
2 3 (3.03%) Apache Flume
3 1 (1.01%) HDFS
Systems Management
1 1 (1.01%) Ansible
1 1 (1.01%) Puppet
Vendors
1 6 (6.06%) Salesforce.com
2 3 (3.03%) Greenplum
2 3 (3.03%) Informatica
2 3 (3.03%) Talend
3 1 (1.01%) Cloudera
3 1 (1.01%) Hortonworks
3 1 (1.01%) IBM
3 1 (1.01%) Jaspersoft
3 1 (1.01%) MuleSoft
3 1 (1.01%) Oracle
3 1 (1.01%) Rally
3 1 (1.01%) Tableau
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Salary: Benefits
Posted: 2 days ago
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Salary: £55k to £70k + benefits
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Salary: £0.00 per annum
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