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 29 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Jun 2016
Same period 2015 Same period 2014
Deep Learning
Rank 846 930 955
Rank change year-on-year
+84 +25
Permanent jobs citing Deep Learning 42 7 15
As % of all permanent IT jobs located in England 0.046% 0.007% 0.013%
As % of the Processes & Methodologies category 0.052% 0.008% 0.016%
Number of salaries quoted 36 7 15
Median salary £57,500 £110,000 £37,500
Median salary % change year-on-year
-47.72% +193.33%
90% offered a salary of more than £46,250 £106,000 £32,500
10% offered a salary of more than £80,000 £137,000 £60,000
UK excluding London median salary £61,250 - -
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
80713 89877 95112
As % of all permanent IT jobs located in England 87.94% 86.72% 85.54%
Number of salaries quoted 68367 74330 77714
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 £74,000 £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 29 June 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 29 June 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 +52 37 £57,500 -47.72% 3
South West - 3 £47,500 - 1
South East - 1 £82,500 -
East of England - 1 £75,000 - 1
Deep Learning
UK

Deep Learning
Top 30 Related IT Skills in England

For the 6 months to 29 June 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 61 (81.33%) Machine Learning
2 40 (53.33%) Computer Science
3 39 (52.00%) Python
4 36 (48.00%) PhD
5 29 (38.67%) C++
6 28 (37.33%) Big Data
6 28 (37.33%) Algorithms
7 25 (33.33%) Degree
8 24 (32.00%) Artificial Intelligence
9 23 (30.67%) Statistics
10 20 (26.67%) Neural Network
10 20 (26.67%) Java
10 20 (26.67%) Apache Spark
11 18 (24.00%) Mathematics
12 17 (22.67%) Hadoop
13 15 (20.00%) Analytics
13 15 (20.00%) Theano
14 14 (18.67%) SQL
15 13 (17.33%) TensorFlow
15 13 (17.33%) CUDA
16 11 (14.67%) NumPy
16 11 (14.67%) Matplotlib
16 11 (14.67%) Finance
16 11 (14.67%) Scala
17 10 (13.33%) JavaScript
17 10 (13.33%) Natural Language Processing
17 10 (13.33%) Statistical Modelling
18 9 (12.00%) REST
18 9 (12.00%) NoSQL
18 9 (12.00%) Agile Software Development

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 20 (26.67%) Apache Spark
2 4 (5.33%) Apache
2 4 (5.33%) SAS
3 1 (1.33%) Elasticsearch
Applications
1 4 (5.33%) MS Excel
2 2 (2.67%) SPSS
Cloud Services
1 8 (10.67%) GitHub
2 1 (1.33%) Amazon AWS
2 1 (1.33%) Cloud Computing
2 1 (1.33%) Microsoft Azure
Communications & Networking
1 4 (5.33%) Internet
1 4 (5.33%) TCP/IP
Database & Business Intelligence
1 28 (37.33%) Big Data
2 17 (22.67%) Hadoop
3 9 (12.00%) NoSQL
4 7 (9.33%) Apache Hive
5 6 (8.00%) Data Mining
6 4 (5.33%) MongoDB
6 4 (5.33%) RDBMS
6 4 (5.33%) Relational Database
6 4 (5.33%) SQL Server
7 3 (4.00%) Apache Cassandra
7 3 (4.00%) Flink
7 3 (4.00%) HAWQ
7 3 (4.00%) Neo4j
7 3 (4.00%) Pentaho
7 3 (4.00%) Spark SQL
8 1 (1.33%) KDB
8 1 (1.33%) QlikView
8 1 (1.33%) Spotfire
Development Applications
1 6 (8.00%) Git (software)
2 4 (5.33%) GDB
2 4 (5.33%) Valgrind
3 3 (4.00%) Talend Open Studio
4 1 (1.33%) Jenkins
4 1 (1.33%) Maven
General
1 11 (14.67%) Finance
2 5 (6.67%) Retail
3 4 (5.33%) Games
3 4 (5.33%) Marketing
4 2 (2.67%) Telecoms
5 1 (1.33%) Electronics
Job Titles
1 20 (26.67%) Data Scientist
2 16 (21.33%) Developer
3 8 (10.67%) Machine Learning Scientist
4 7 (9.33%) Computer Scientist
4 7 (9.33%) Research Scientist
5 6 (8.00%) Software Developer
6 5 (6.67%) Analyst
6 5 (6.67%) Research Engineer
6 5 (6.67%) Software Engineer
7 4 (5.33%) Junior
7 4 (5.33%) Programmer
7 4 (5.33%) Senior Developer
8 3 (4.00%) Development Engineer
8 3 (4.00%) Machine Learning Engineer
8 3 (4.00%) Python Developer
8 3 (4.00%) Salesforce.com Developer
8 3 (4.00%) Scala Developer
8 3 (4.00%) Software Development Engineer
9 2 (2.67%) Artificial Intelligence Developer
9 2 (2.67%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 15 (20.00%) Theano
2 13 (17.33%) TensorFlow
3 11 (14.67%) Matplotlib
3 11 (14.67%) NumPy
4 10 (13.33%) Natural Language Processing
5 9 (12.00%) REST
6 8 (10.67%) OpenCL
7 7 (9.33%) HTML
8 6 (8.00%) CSS
8 6 (8.00%) Web Services
9 5 (6.67%) OpenCV
9 5 (6.67%) Pandas
9 5 (6.67%) scikit-learn
9 5 (6.67%) SciPy
10 4 (5.33%) jQuery
10 4 (5.33%) SOAP
10 4 (5.33%) Visualforce
11 3 (4.00%) Akka
11 3 (4.00%) Kafka
11 3 (4.00%) Play Framework
Miscellaneous
1 40 (53.33%) Computer Science
2 28 (37.33%) Algorithms
3 24 (32.00%) Artificial Intelligence
4 23 (30.67%) Statistics
5 20 (26.67%) Neural Network
6 18 (24.00%) Mathematics
7 13 (17.33%) CUDA
8 7 (9.33%) Physics
9 6 (8.00%) Visualisation
10 5 (6.67%) Analytical Skills
10 5 (6.67%) Applied Mathematics
10 5 (6.67%) Fintech
11 4 (5.33%) Mobile App
12 3 (4.00%) Robotics
13 2 (2.67%) Enterprise Software
14 1 (1.33%) Augmented Reality
14 1 (1.33%) Data Extraction
14 1 (1.33%) Digital Media
14 1 (1.33%) Hedge funds
14 1 (1.33%) User Experience
Operating Systems
1 8 (10.67%) Linux
2 3 (4.00%) Android
2 3 (4.00%) Apple iOS
3 1 (1.33%) Mac OS
3 1 (1.33%) Windows
Processes & Methodologies
1 61 (81.33%) Machine Learning
2 15 (20.00%) Analytics
3 10 (13.33%) Statistical Modelling
4 9 (12.00%) Agile Software Development
5 8 (10.67%) Bayesian Methods
6 7 (9.33%) Open Source
7 6 (8.00%) Data Analytics
7 6 (8.00%) ETL
7 6 (8.00%) OO
7 6 (8.00%) Software Engineering
8 5 (6.67%) Business Intelligence
8 5 (6.67%) Migration
8 5 (6.67%) Peer-to-Peer Lending
8 5 (6.67%) Scrum
8 5 (6.67%) TDD
9 4 (5.33%) Convolutional Neural Network
9 4 (5.33%) Data Analysis
9 4 (5.33%) Modular Programming
9 4 (5.33%) Neuroscience
9 4 (5.33%) Signal Processing
Programming Languages
1 39 (52.00%) Python
2 29 (38.67%) C++
3 20 (26.67%) Java
4 14 (18.67%) SQL
5 11 (14.67%) Scala
6 10 (13.33%) JavaScript
7 8 (10.67%) R
8 6 (8.00%) C
9 5 (6.67%) Apex Code
9 5 (6.67%) Ruby
10 4 (5.33%) C#
10 4 (5.33%) MATLAB
11 3 (4.00%) SOQL
12 2 (2.67%) Assembly Language
12 2 (2.67%) Erlang
12 2 (2.67%) Julia
12 2 (2.67%) Perl
12 2 (2.67%) Shell Script
13 1 (1.33%) Lua
13 1 (1.33%) PHP
Qualifications
1 36 (48.00%) PhD
2 25 (33.33%) Degree
3 3 (4.00%) Security Cleared
4 2 (2.67%) Postgraduate
Quality Assurance & Compliance
1 3 (4.00%) QA
System Software
1 3 (4.00%) Apache Flume
2 2 (2.67%) Docker
Systems Management
1 1 (1.33%) Puppet
Vendors
1 5 (6.67%) Salesforce.com
2 3 (4.00%) Greenplum
2 3 (4.00%) Informatica
2 3 (4.00%) Talend
3 1 (1.33%) Cloudera
3 1 (1.33%) Hortonworks
3 1 (1.33%) IBM
3 1 (1.33%) Jaspersoft
3 1 (1.33%) MuleSoft
3 1 (1.33%) Oracle
3 1 (1.33%) Tableau
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