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

3 months to
30 Aug 2016
Same period 2015 Same period 2014
Deep Learning
Rank 802 917 959
Rank change year-on-year
+115 +42
Permanent jobs citing Deep Learning 94 13 1
As % of all permanent IT jobs located in England 0.10% 0.013% 0.001%
As % of the Processes & Methodologies category 0.12% 0.015% 0.001%
Number of salaries quoted 84 12 1
Median salary £66,250 £65,000 £42,500
Median salary % change year-on-year
+1.92% +52.94%
UK excluding London median salary £70,000 £35,652 -
% change year-on-year
+96.34% -
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
80742 87896 91445
As % of all permanent IT jobs located in England 88.09% 87.49% 85.39%
Number of salaries quoted 68230 73139 73638
Median salary £50,000 £50,000 £49,000
Median salary % change year-on-year
- +2.04%
90% offered a salary of more than £32,500 £32,500 £31,000
10% offered a salary of more than £80,000 £72,500 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 August 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 August 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 +109 78 £65,000 -16.12% 13
East of England - 10 £72,500 - 2
South East +25 2 £60,000 +68.29%
Yorkshire - 1 - - 2
North East - 1 - - 2
North West - 1 - - 2
South West - 1 £47,500 - 2
Deep Learning
UK

Deep Learning
Top 30 Related IT Skills in England

For the 6 months to 30 August 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.

1 104 (76.47%) Machine Learning
2 76 (55.88%) Python
3 59 (43.38%) Artificial Intelligence
4 53 (38.97%) Algorithms
5 51 (37.50%) PhD
6 48 (35.29%) Computer Science
7 47 (34.56%) Degree
8 44 (32.35%) C++
9 38 (27.94%) Statistics
9 38 (27.94%) Analytics
10 35 (25.74%) Mathematics
11 33 (24.26%) Big Data
12 30 (22.06%) Java
13 24 (17.65%) Software Engineering
13 24 (17.65%) Agile Software Development
14 22 (16.18%) Hadoop
15 21 (15.44%) Neural Network
15 21 (15.44%) SQL
16 19 (13.97%) R
16 19 (13.97%) NumPy
17 18 (13.24%) Theano
17 18 (13.24%) Scala
18 17 (12.50%) Apache Spark
18 17 (12.50%) Physics
19 16 (11.76%) Visualisation
20 15 (11.03%) NoSQL
20 15 (11.03%) Scrum
21 14 (10.29%) Finance
21 14 (10.29%) CUDA
21 14 (10.29%) REST

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 17 (12.50%) Apache Spark
2 3 (2.21%) nginx
3 2 (1.47%) Elasticsearch
3 2 (1.47%) SAS
4 1 (0.74%) Apache
Applications
1 4 (2.94%) MS Excel
2 1 (0.74%) SPSS
Business Applications
1 2 (1.47%) Dynamics CRM
Cloud Services
1 10 (7.35%) GitHub
2 3 (2.21%) Amazon AWS
3 1 (0.74%) Amazon EC2
3 1 (0.74%) Amazon Kinesis
3 1 (0.74%) Amazon S3
3 1 (0.74%) Google Cloud Platform
3 1 (0.74%) Microsoft Azure
Communications & Networking
1 6 (4.41%) Internet
2 3 (2.21%) TCP/IP
3 1 (0.74%) HTTPS
Database & Business Intelligence
1 33 (24.26%) Big Data
2 22 (16.18%) Hadoop
3 15 (11.03%) NoSQL
4 9 (6.62%) Data Mining
5 7 (5.15%) Apache Hive
5 7 (5.15%) Neo4j
6 6 (4.41%) PostgreSQL
6 6 (4.41%) RDBMS
6 6 (4.41%) Relational Database
7 5 (3.68%) MongoDB
7 5 (3.68%) MySQL
8 4 (2.94%) SQL Server
9 2 (1.47%) Flink
10 1 (0.74%) Data Warehouse
10 1 (0.74%) Power BI
10 1 (0.74%) QlikView
10 1 (0.74%) SQL Server 2005
10 1 (0.74%) SQL Server Analysis Services
10 1 (0.74%) SQL Server Integration Services
10 1 (0.74%) SQL Server Reporting Services
Development Applications
1 10 (7.35%) Git (software)
2 3 (2.21%) GDB
2 3 (2.21%) JIRA
2 3 (2.21%) Valgrind
3 1 (0.74%) Axure RP
3 1 (0.74%) CircleCI
3 1 (0.74%) Codeship
3 1 (0.74%) Grunt
3 1 (0.74%) gulp
3 1 (0.74%) Jasmine
3 1 (0.74%) Mocha
3 1 (0.74%) Sinon.JS
3 1 (0.74%) webpack
General
1 14 (10.29%) Finance
2 9 (6.62%) Marketing
3 8 (5.88%) Games
4 6 (4.41%) Law
4 6 (4.41%) Telecoms
5 4 (2.94%) Retail
6 2 (1.47%) Multimedia
7 1 (0.74%) Front Office
Job Titles
1 44 (32.35%) Developer
2 38 (27.94%) Data Scientist
3 19 (13.97%) Machine Learning Scientist
4 14 (10.29%) C++ Developer
4 14 (10.29%) Python Developer
4 14 (10.29%) Software Engineer
5 9 (6.62%) Machine Learning Engineer
6 8 (5.88%) Artificial Intelligence Developer
6 8 (5.88%) Senior Developer
7 7 (5.15%) Research Engineer
8 6 (4.41%) Research Scientist
8 6 (4.41%) Scala Developer
8 6 (4.41%) Senior Data Scientist
9 5 (3.68%) Agile Developer
9 5 (3.68%) Development Engineer
9 5 (3.68%) Ruby Developer
9 5 (3.68%) Salesforce.com Developer
9 5 (3.68%) Senior Agile Developer
9 5 (3.68%) Senior Ruby Developer
9 5 (3.68%) Senior Scala Developer
Libraries, Frameworks & Software Standards
1 19 (13.97%) NumPy
2 18 (13.24%) Theano
3 14 (10.29%) REST
3 14 (10.29%) TensorFlow
4 13 (9.56%) Matplotlib
5 12 (8.82%) OpenCL
6 11 (8.09%) Web Services
7 9 (6.62%) SciPy
8 8 (5.88%) HTML
8 8 (5.88%) Natural Language Processing
9 7 (5.15%) CSS
9 7 (5.15%) Django
10 6 (4.41%) Akka
10 6 (4.41%) jQuery
10 6 (4.41%) Play Framework
10 6 (4.41%) scikit-learn
10 6 (4.41%) Visualforce
11 5 (3.68%) RabbitMQ
11 5 (3.68%) SOAP
12 4 (2.94%) OpenCV
Miscellaneous
1 59 (43.38%) Artificial Intelligence
2 53 (38.97%) Algorithms
3 48 (35.29%) Computer Science
4 38 (27.94%) Statistics
5 35 (25.74%) Mathematics
6 21 (15.44%) Neural Network
7 17 (12.50%) Physics
8 16 (11.76%) Visualisation
9 14 (10.29%) CUDA
10 12 (8.82%) Analytical Skills
11 8 (5.88%) User Experience
12 7 (5.15%) Fintech
13 6 (4.41%) Augmented Reality
13 6 (4.41%) Digital Media
14 5 (3.68%) Applied Mathematics
14 5 (3.68%) Enterprise Software
15 4 (2.94%) Biometrics
16 3 (2.21%) 3D Graphics
16 3 (2.21%) Chemistry
16 3 (2.21%) Robotics
Operating Systems
1 9 (6.62%) Linux
2 3 (2.21%) Android
2 3 (2.21%) Apple iOS
3 1 (0.74%) Mac OS
3 1 (0.74%) Windows
Processes & Methodologies
1 104 (76.47%) Machine Learning
2 38 (27.94%) Analytics
3 24 (17.65%) Agile Software Development
3 24 (17.65%) Software Engineering
4 15 (11.03%) Scrum
5 14 (10.29%) Computer Vision
6 12 (8.82%) Predictive Analytics
7 11 (8.09%) Business Intelligence
7 11 (8.09%) Data Analytics
7 11 (8.09%) Kanban
7 11 (8.09%) Microservices
8 10 (7.35%) Neuroscience
8 10 (7.35%) TDD
9 9 (6.62%) OO
9 9 (6.62%) Statistical Modelling
10 7 (5.15%) Data Modelling
10 7 (5.15%) DevOps
11 6 (4.41%) Bayesian Methods
11 6 (4.41%) Migration
11 6 (4.41%) Multithreading
Programming Languages
1 76 (55.88%) Python
2 44 (32.35%) C++
3 30 (22.06%) Java
4 21 (15.44%) SQL
5 19 (13.97%) R
6 18 (13.24%) Scala
7 13 (9.56%) JavaScript
8 9 (6.62%) Ruby
9 8 (5.88%) C#
9 8 (5.88%) MATLAB
10 7 (5.15%) Apex Code
11 6 (4.41%) Lua
12 5 (3.68%) Erlang
13 4 (2.94%) C
13 4 (2.94%) SOQL
14 2 (1.47%) Julia
14 2 (1.47%) Perl
15 1 (0.74%) Assembly Language
15 1 (0.74%) PHP
15 1 (0.74%) Shell Script
Qualifications
1 51 (37.50%) PhD
2 47 (34.56%) Degree
3 5 (3.68%) Security Cleared
4 3 (2.21%) Postgraduate
Quality Assurance & Compliance
1 10 (7.35%) QA
2 1 (0.74%) WAI
System Software
1 6 (4.41%) HDFS
2 3 (2.21%) Docker
Systems Management
1 1 (0.74%) Ansible
Vendors
1 9 (6.62%) Salesforce.com
2 3 (2.21%) Rally
3 2 (1.47%) Oracle
4 1 (0.74%) Google
4 1 (0.74%) Microsoft
4 1 (0.74%) Tableau
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £70000 - £80000 per annum + bens
Posted: Yesterday
North London
Client Server
Salary: £50k to £70k + benefits
Posted: 23 hours ago
City, London
Vantage Recruitment Solutions Ltd
Salary: From £60,000 to £65,000 per annum Benefits package (Including Bonus)
Posted: 12 hours ago
London
Ability Resourcing
Salary: £55000 - £70000 per annum + Options (Early Stage)
Posted: 2 days ago
Bristol, Avon
Ability Resourcing
Salary: £50000 - £62000 per annum + Options (Early Stage)
Posted: 2 days ago
London
Ability Resourcing
Salary: £70000 - £80000 per annum + Benefits, Options
Posted: 2 days ago
Cambridge, Cambridgeshire
Novate IT Ltd
Salary: £60000.00 - £80000.00 per annum + benefits
Posted: 5 days ago
Blackpool, Leeds, London, Manchester, Newcastle...
Department for Work and Pensions
Salary: Circa £130,000 per annum
Posted: 5 days ago
Blackpool, Leeds, London, Manchester, Newcastle...
Department for Work and Pensions
Salary: Circa £130,000 per annum
Posted: 5 days ago
Blackpool, Leeds, London, Manchester, Newcastle...
Department for Work and Pensions
Salary: Circa £130,000 per annum
Posted: 5 days ago
Bournemouth, Dorset
JP Morgan
Salary: Competitive + Benefits
Posted: 5 days ago
North London
Client Server
Salary: £55k to £70k + benefits
Posted: 6 days ago
Newcastle, Staffordshire
DWP
Posted: 8 days ago
Manchester, Lancashire
DWP
Posted: 8 days ago
Leeds
DWP
Posted: 8 days ago
London
Client Server
Salary: £60k to £70k + benefits
Posted: 7 days ago
North West London
GridCell
Salary: From £20,000 to £30,000 per annum Bonuses, Flexible Working, Training
Posted: 4 days ago
London
Client Server
Salary: £55k to £70k + benefits
Posted: 7 days ago
London
onezeero.
Salary: £75000 - £100000 per annum + Bonus & Bens
Posted: 5 days ago
London
Client Server
Salary: £50k to £70k + benefits
Posted: 15 days ago
London
Client Server
Salary: £55k to £70k + benefits
Posted: 14 days ago
London
Client Server
Salary: £50k to £80k + benefits
Posted: 21 days ago