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

3 months to
31 May 2016
Same period 2015 Same period 2014
Deep Learning
Rank 865 928 951
Rank change year-on-year
+63 +23
Permanent jobs citing Deep Learning 41 8 16
As % of all permanent IT jobs located in England 0.045% 0.008% 0.014%
As % of the Processes & Methodologies category 0.051% 0.009% 0.017%
Number of salaries quoted 35 8 16
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 £47,500 £83,250 £32,500
10% offered a salary of more than £84,000 £136,500 £58,750
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
80853 85795 95358
As % of all permanent IT jobs located in England 87.92% 86.28% 85.39%
Number of salaries quoted 68181 70594 78161
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 £31,500
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 31 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 31 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 +37 36 £57,500 -47.72% 6
South West - 4 £48,750 - 1
South East - 1 £82,500 - 1
Deep Learning
UK

Deep Learning
Top 30 Related IT Skills in England

For the 6 months to 31 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 56 (83.58%) Machine Learning
2 39 (58.21%) Python
3 38 (56.72%) Computer Science
4 37 (55.22%) PhD
5 29 (43.28%) Algorithms
6 26 (38.81%) C++
7 25 (37.31%) Big Data
8 24 (35.82%) Statistics
9 23 (34.33%) Degree
10 20 (29.85%) Apache Spark
11 19 (28.36%) Mathematics
12 18 (26.87%) Neural Network
13 17 (25.37%) Artificial Intelligence
13 17 (25.37%) Hadoop
14 16 (23.88%) Java
15 14 (20.90%) Theano
16 13 (19.40%) Analytics
17 12 (17.91%) TensorFlow
17 12 (17.91%) CUDA
18 11 (16.42%) Finance
19 10 (14.93%) SQL
19 10 (14.93%) NumPy
19 10 (14.93%) Statistical Modelling
19 10 (14.93%) Matplotlib
20 9 (13.43%) Natural Language Processing
20 9 (13.43%) Physics
21 8 (11.94%) R
21 8 (11.94%) Analytical Skills
21 8 (11.94%) Bayesian Methods
22 7 (10.45%) Apache Hive

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 (29.85%) Apache Spark
2 4 (5.97%) Apache
2 4 (5.97%) SAS
3 1 (1.49%) Elasticsearch
Applications
1 4 (5.97%) MS Excel
2 2 (2.99%) SPSS
Cloud Services
1 7 (10.45%) GitHub
2 1 (1.49%) Amazon AWS
2 1 (1.49%) Cloud Computing
2 1 (1.49%) Microsoft Azure
Communications & Networking
1 4 (5.97%) TCP/IP
2 2 (2.99%) Internet
Database & Business Intelligence
1 25 (37.31%) Big Data
2 17 (25.37%) Hadoop
3 7 (10.45%) Apache Hive
3 7 (10.45%) NoSQL
4 6 (8.96%) Data Mining
5 4 (5.97%) Apache Cassandra
5 4 (5.97%) MongoDB
5 4 (5.97%) SQL Server
6 3 (4.48%) Flink
6 3 (4.48%) Neo4j
6 3 (4.48%) Pentaho
6 3 (4.48%) Spark SQL
7 2 (2.99%) KDB
7 2 (2.99%) RDBMS
7 2 (2.99%) Relational Database
8 1 (1.49%) QlikView
8 1 (1.49%) Riak
8 1 (1.49%) Spotfire
Development Applications
1 4 (5.97%) GDB
1 4 (5.97%) Git (software)
1 4 (5.97%) Valgrind
2 3 (4.48%) Talend Open Studio
3 1 (1.49%) Jenkins
3 1 (1.49%) Maven
General
1 11 (16.42%) Finance
2 5 (7.46%) Retail
3 4 (5.97%) Games
4 2 (2.99%) Marketing
5 1 (1.49%) Electronics
5 1 (1.49%) Telecoms
Job Titles
1 20 (29.85%) Data Scientist
2 12 (17.91%) Developer
3 8 (11.94%) Machine Learning Scientist
4 7 (10.45%) Computer Scientist
4 7 (10.45%) Research Scientist
5 6 (8.96%) Software Developer
6 5 (7.46%) Analyst
7 4 (5.97%) Junior
7 4 (5.97%) Machine Learning Engineer
7 4 (5.97%) Programmer
8 3 (4.48%) Java Developer
8 3 (4.48%) Python Developer
8 3 (4.48%) Research Engineer
9 2 (2.99%) Computer Engineer
9 2 (2.99%) Data Analyst
9 2 (2.99%) Java Programmer
9 2 (2.99%) Java Software Developer
9 2 (2.99%) Junior Developer
9 2 (2.99%) Junior Python Developer
9 2 (2.99%) Senior Python Developer
Libraries, Frameworks & Software Standards
1 14 (20.90%) Theano
2 12 (17.91%) TensorFlow
3 10 (14.93%) Matplotlib
3 10 (14.93%) NumPy
4 9 (13.43%) Natural Language Processing
5 7 (10.45%) OpenCL
6 5 (7.46%) OpenCV
6 5 (7.46%) Pandas
6 5 (7.46%) REST
6 5 (7.46%) scikit-learn
6 5 (7.46%) SciPy
7 4 (5.97%) CSS
7 4 (5.97%) HTML
8 3 (4.48%) Kafka
9 2 (2.99%) AngularJS
9 2 (2.99%) CSS3
9 2 (2.99%) RabbitMQ
9 2 (2.99%) SOAP
9 2 (2.99%) Visualforce
9 2 (2.99%) Web Services
Miscellaneous
1 38 (56.72%) Computer Science
2 29 (43.28%) Algorithms
3 24 (35.82%) Statistics
4 19 (28.36%) Mathematics
5 18 (26.87%) Neural Network
6 17 (25.37%) Artificial Intelligence
7 12 (17.91%) CUDA
8 9 (13.43%) Physics
9 8 (11.94%) Analytical Skills
10 7 (10.45%) Applied Mathematics
11 6 (8.96%) Visualisation
12 5 (7.46%) Fintech
13 4 (5.97%) Mobile App
14 3 (4.48%) Robotics
15 2 (2.99%) Hedge funds
16 1 (1.49%) Data Extraction
16 1 (1.49%) User Experience
Operating Systems
1 7 (10.45%) Linux
2 2 (2.99%) Android
2 2 (2.99%) Apple iOS
Processes & Methodologies
1 56 (83.58%) Machine Learning
2 13 (19.40%) Analytics
3 10 (14.93%) Statistical Modelling
4 8 (11.94%) Bayesian Methods
5 7 (10.45%) Agile Software Development
5 7 (10.45%) Open Source
6 6 (8.96%) Data Analytics
6 6 (8.96%) ETL
7 5 (7.46%) Business Intelligence
7 5 (7.46%) Peer-to-Peer Lending
8 4 (5.97%) Convolutional Neural Network
8 4 (5.97%) Data Analysis
8 4 (5.97%) Image Processing
8 4 (5.97%) OO
8 4 (5.97%) Predictive Modelling
8 4 (5.97%) Signal Processing
8 4 (5.97%) TDD
9 3 (4.48%) Data Acquisition
9 3 (4.48%) Data Visualisation
9 3 (4.48%) Performance Tuning
Programming Languages
1 39 (58.21%) Python
2 26 (38.81%) C++
3 16 (23.88%) Java
4 10 (14.93%) SQL
5 8 (11.94%) R
6 7 (10.45%) Scala
7 6 (8.96%) C
7 6 (8.96%) MATLAB
8 5 (7.46%) JavaScript
9 3 (4.48%) Apex Code
9 3 (4.48%) C#
9 3 (4.48%) Ruby
10 2 (2.99%) Assembly Language
10 2 (2.99%) Julia
10 2 (2.99%) Perl
11 1 (1.49%) Lua
11 1 (1.49%) PHP
11 1 (1.49%) Shell Script
11 1 (1.49%) SOQL
Qualifications
1 37 (55.22%) PhD
2 23 (34.33%) Degree
3 2 (2.99%) Postgraduate
4 1 (1.49%) Security Cleared
Quality Assurance & Compliance
1 1 (1.49%) QA
System Software
1 3 (4.48%) Apache Flume
2 2 (2.99%) Docker
Systems Management
1 1 (1.49%) Puppet
Vendors
1 3 (4.48%) Greenplum
1 3 (4.48%) Informatica
1 3 (4.48%) Salesforce.com
1 3 (4.48%) Talend
2 1 (1.49%) Cloudera
2 1 (1.49%) Hortonworks
2 1 (1.49%) IBM
2 1 (1.49%) Jaspersoft
2 1 (1.49%) MuleSoft
2 1 (1.49%) Oracle
2 1 (1.49%) Tableau
South East London
Client Server
Salary: £50k to £65k + benefits
Posted: 16 hours ago
Bristol, Avon
Heat Recruitment
Salary: From £40,000 to £55,000 per annum
Posted: 4 days ago
London
Client Server
Salary: £50k to £65k + benefits
Posted: 15 days ago
London
Huxley
Salary: £50000 - £150000 per annum + competitive
Posted: 24 days ago
London
Client Server
Salary: £50k to £65k + benefits
Posted: 25 days ago
Oxford
Client Server
Salary: £75k to £90k + benefits
Posted: 27 days ago