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 4 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 May 2016
Same period 2015 Same period 2014
Deep Learning
Rank 882 934 958
Rank change year-on-year
+52 +24
Permanent jobs citing Deep Learning 41 8 10
As % of all permanent IT jobs located in England 0.043% 0.008% 0.009%
As % of the Processes & Methodologies category 0.049% 0.009% 0.011%
Number of salaries quoted 36 8 10
Median salary £50,000 £95,000 £45,000
Median salary % change year-on-year
-47.36% +111.11%
90% offered a salary of more than £45,000 £64,500 £32,500
10% offered a salary of more than £87,500 £119,000 £65,000
UK excluding London median salary £50,000 - -
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
84306 88339 94953
As % of all permanent IT jobs located in England 87.75% 85.89% 85.35%
Number of salaries quoted 70922 72128 77259
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 £32,000 £31,000
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 4 May 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 4 May 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 +28 36 £50,000 -47.36% 8
South West - 4 £48,750 - 1
South East - 1 £77,500 -
Deep Learning
UK

Deep Learning
Top 30 Related IT Skills in England

For the 6 months to 4 May 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 51 (86.44%) Machine Learning
2 37 (62.71%) Python
3 35 (59.32%) Computer Science
4 31 (52.54%) PhD
5 25 (42.37%) Big Data
6 24 (40.68%) Algorithms
6 24 (40.68%) C++
7 22 (37.29%) Statistics
8 21 (35.59%) Apache Spark
9 20 (33.90%) Mathematics
9 20 (33.90%) Hadoop
10 18 (30.51%) Degree
11 16 (27.12%) Artificial Intelligence
11 16 (27.12%) Neural Network
12 15 (25.42%) Java
12 15 (25.42%) Analytics
13 13 (22.03%) Finance
14 10 (16.95%) Physics
14 10 (16.95%) CUDA
14 10 (16.95%) R
14 10 (16.95%) Theano
15 9 (15.25%) TensorFlow
15 9 (15.25%) Bayesian Methods
15 9 (15.25%) Statistical Modelling
15 9 (15.25%) Natural Language Processing
15 9 (15.25%) SQL
16 8 (13.56%) Matplotlib
16 8 (13.56%) NumPy
16 8 (13.56%) Scala
16 8 (13.56%) Analytical Skills

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 (35.59%) Apache Spark
2 4 (6.78%) Apache
2 4 (6.78%) SAS
3 2 (3.39%) Elasticsearch
Applications
1 4 (6.78%) MS Excel
2 2 (3.39%) SPSS
Cloud Services
1 5 (8.47%) GitHub
2 1 (1.69%) Amazon AWS
2 1 (1.69%) Cloud Computing
2 1 (1.69%) Microsoft Azure
Communications & Networking
1 4 (6.78%) TCP/IP
2 2 (3.39%) Internet
Database & Business Intelligence
1 25 (42.37%) Big Data
2 20 (33.90%) Hadoop
3 7 (11.86%) Apache Hive
3 7 (11.86%) Data Mining
3 7 (11.86%) NoSQL
4 5 (8.47%) MongoDB
5 4 (6.78%) Apache Cassandra
5 4 (6.78%) SQL Server
6 3 (5.08%) Flink
6 3 (5.08%) Neo4j
6 3 (5.08%) Pentaho
6 3 (5.08%) Spark SQL
7 2 (3.39%) BigTable
7 2 (3.39%) KDB
7 2 (3.39%) RDBMS
7 2 (3.39%) Relational Database
8 1 (1.69%) QlikView
8 1 (1.69%) Riak
8 1 (1.69%) Spotfire
Development Applications
1 4 (6.78%) GDB
1 4 (6.78%) Git (software)
1 4 (6.78%) Valgrind
2 3 (5.08%) Talend Open Studio
3 1 (1.69%) Jenkins
3 1 (1.69%) Maven
General
1 13 (22.03%) Finance
2 4 (6.78%) Games
3 2 (3.39%) Marketing
4 1 (1.69%) Electronics
4 1 (1.69%) Retail
4 1 (1.69%) Telecoms
Job Titles
1 17 (28.81%) Data Scientist
2 9 (15.25%) Developer
3 6 (10.17%) Computer Scientist
3 6 (10.17%) Machine Learning Scientist
4 5 (8.47%) Analyst
4 5 (8.47%) Research Scientist
4 5 (8.47%) Software Developer
5 4 (6.78%) Machine Learning Engineer
5 4 (6.78%) Programmer
6 2 (3.39%) Artificial Intelligence Programmer
6 2 (3.39%) Data Analyst
6 2 (3.39%) Java Developer
6 2 (3.39%) Java Programmer
6 2 (3.39%) Research Engineer
6 2 (3.39%) Software Engineer
6 2 (3.39%) Test Analyst
7 1 (1.69%) Computer Engineer
7 1 (1.69%) Python Developer
7 1 (1.69%) Python Programmer
7 1 (1.69%) Software Development Engineer
Libraries, Frameworks & Software Standards
1 10 (16.95%) Theano
2 9 (15.25%) Natural Language Processing
2 9 (15.25%) TensorFlow
3 8 (13.56%) Matplotlib
3 8 (13.56%) NumPy
4 6 (10.17%) SciPy
5 5 (8.47%) OpenCL
5 5 (8.47%) Pandas
5 5 (8.47%) scikit-learn
6 4 (6.78%) Kafka
6 4 (6.78%) OpenCV
7 3 (5.08%) REST
8 2 (3.39%) AngularJS
8 2 (3.39%) CSS
8 2 (3.39%) HTML
8 2 (3.39%) jQuery
8 2 (3.39%) SOAP
8 2 (3.39%) Visualforce
8 2 (3.39%) Web Services
9 1 (1.69%) Esper
Miscellaneous
1 35 (59.32%) Computer Science
2 24 (40.68%) Algorithms
3 22 (37.29%) Statistics
4 20 (33.90%) Mathematics
5 16 (27.12%) Artificial Intelligence
5 16 (27.12%) Neural Network
6 10 (16.95%) CUDA
6 10 (16.95%) Physics
7 8 (13.56%) Analytical Skills
8 6 (10.17%) Applied Mathematics
8 6 (10.17%) Visualisation
9 4 (6.78%) Fintech
9 4 (6.78%) Mobile App
10 3 (5.08%) Robotics
11 2 (3.39%) Hedge funds
12 1 (1.69%) Data Extraction
12 1 (1.69%) Informatics
12 1 (1.69%) Social Media
12 1 (1.69%) User Experience
Operating Systems
1 5 (8.47%) Linux
2 2 (3.39%) Android
2 2 (3.39%) Apple iOS
Processes & Methodologies
1 51 (86.44%) Machine Learning
2 15 (25.42%) Analytics
3 9 (15.25%) Bayesian Methods
3 9 (15.25%) Statistical Modelling
4 7 (11.86%) Agile Software Development
5 6 (10.17%) Data Analytics
5 6 (10.17%) Open Source
6 5 (8.47%) Data Analysis
6 5 (8.47%) ETL
6 5 (8.47%) Predictive Modelling
7 4 (6.78%) Business Intelligence
7 4 (6.78%) Convolutional Neural Network
7 4 (6.78%) Markov Chain
7 4 (6.78%) OO
7 4 (6.78%) Peer-to-Peer Lending
7 4 (6.78%) Signal Processing
8 3 (5.08%) Data Acquisition
8 3 (5.08%) Hidden Markov Model
8 3 (5.08%) Performance Tuning
8 3 (5.08%) Presales
Programming Languages
1 37 (62.71%) Python
2 24 (40.68%) C++
3 15 (25.42%) Java
4 10 (16.95%) R
5 9 (15.25%) SQL
6 8 (13.56%) Scala
7 6 (10.17%) C
7 6 (10.17%) MATLAB
8 5 (8.47%) JavaScript
9 3 (5.08%) C#
9 3 (5.08%) Ruby
10 2 (3.39%) Apex Code
10 2 (3.39%) Assembly Language
10 2 (3.39%) Julia
10 2 (3.39%) Perl
11 1 (1.69%) Lua
11 1 (1.69%) PHP
11 1 (1.69%) Shell Script
11 1 (1.69%) SOQL
Qualifications
1 31 (52.54%) PhD
2 18 (30.51%) Degree
3 2 (3.39%) Postgraduate
4 1 (1.69%) Security Cleared
System Software
1 3 (5.08%) Apache Flume
1 3 (5.08%) Docker
Systems Management
1 1 (1.69%) Puppet
Vendors
1 3 (5.08%) Greenplum
1 3 (5.08%) Informatica
1 3 (5.08%) Talend
2 2 (3.39%) Salesforce.com
3 1 (1.69%) Cloudera
3 1 (1.69%) Hortonworks
3 1 (1.69%) IBM
3 1 (1.69%) Jaspersoft
3 1 (1.69%) MuleSoft
3 1 (1.69%) Oracle
3 1 (1.69%) Tableau
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