The table below looks at the statistics for Deep Learning skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Deep Learning over the 3 months to 30 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jun 2016
Same period 2015 Same period 2014
Deep Learning
Rank 894 968 991
Rank change year-on-year
+74 +23
Permanent jobs citing Deep Learning 42 7 15
As % of all permanent IT jobs located in the UK 0.043% 0.006% 0.012%
As % of the Processes & Methodologies category 0.049% 0.007% 0.015%
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 - -

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

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
86042 96344 102972
As % of all permanent IT jobs located in the UK 87.89% 86.87% 85.50%
Number of salaries quoted 71907 78684 83469
Median salary £50,000 £50,000 £48,000
Median salary % change year-on-year
- +4.16%
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

The demand trend of job ads citing Deep Learning as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Deep Learning Jobs Demand Trend in the UK

Deep Learning
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Deep Learning within the UK.

Deep Learning Salary Trend in the UK

Deep Learning
Salary Histogram

This chart provides a salary histogram for IT jobs citing Deep Learning over the 3 months to 30 June 2016 within the UK.

Deep Learning Salary Histogram in the UK

Deep Learning
Top 11 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Deep Learning within the UK over the 3 months to 30 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
England +76 42 £57,500 -47.72% 7
London +58 37 £57,500 -47.72% 4
City of London +56 8 £53,750 -60.18% 1
Gloucestershire - 3 £47,500 -
South West - 3 £47,500 - 1
East of England - 1 £75,000 - 2
South East - 1 £82,500 -
Cambridge - 1 £75,000 - 2
Oxford - 1 £82,500 -
Oxfordshire - 1 £82,500 -
Cambridgeshire - 1 £75,000 - 2

Deep Learning
Top 30 Related IT Skills

For the 6 months to 30 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 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 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
Central London / West End
Evolution Recruitment Solutions
Salary: 50,000 - 65,000 plus benefits
Posted: Yesterday
Cambridge, Cambridgeshire
Novate IT Ltd
Salary: £50000.00 - £80000.00 per annum + benefits
Posted: Yesterday
London
First Point
Salary: £55000.00 - £65000.00 per annum
Posted: 6 days ago
Bristol
ABILITY Resorucing Ltd
Salary: £45000 - £65000 per annum + Options
Posted: 16 days ago
Central London / West End
Zebra People
Salary: From £60,000 to £80,000 per annum + bonuses, healthcare
Posted: Yesterday