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 17 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
17 Jan 2017
Same period 2016 Same period 2015
Deep Learning
UK / England
Rank 766 878 916
Rank change year-on-year
+112 +38
Permanent jobs citing Deep Learning 79 16 5
As % of all permanent IT jobs located in England 0.10% 0.017% 0.005%
As % of the Processes & Methodologies category 0.11% 0.020% 0.006%
Number of salaries quoted 70 13 5
Median salary £70,000 £75,000 £42,500
Median salary % change year-on-year
-6.66% +76.47%
90% offered a salary of more than £50,000 £45,000 £41,000
10% offered a salary of more than £90,000 £100,000 £50,000
UK excluding London median salary £60,000 £65,000 -
% change year-on-year
-7.69% -

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
69491 80594 82768
As % of all permanent IT jobs located in England 88.18% 87.70% 86.04%
Number of salaries quoted 57640 67785 68751
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 £32,500 £31,500
10% offered a salary of more than £77,500 £72,500 £77,500
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 17 January 2017.

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 17 January 2017. 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 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 +111 58 £70,000 -8.19% 13
East of England - 10 £75,000 - 4
South West +16 5 £45,000 -30.76% 4
South East - 4 £60,000 -
North West - 2 £57,500 -
Deep Learning
UK

Deep Learning
Top 30 Related IT Skills in England

For the 6 months to 17 January 2017, 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.

1 152 (79.17%) Machine Learning
2 119 (61.98%) Python
3 103 (53.65%) Algorithms
4 85 (44.27%) Artificial Intelligence
5 82 (42.71%) PhD
6 68 (35.42%) Big Data
7 60 (31.25%) Analytics
7 60 (31.25%) Java
8 59 (30.73%) Computer Science
9 56 (29.17%) Degree
10 53 (27.60%) C++
11 48 (25.00%) Agile Software Development
12 45 (23.44%) Statistics
13 35 (18.23%) Mathematics
14 34 (17.71%) Scala
15 33 (17.19%) Software Engineering
16 30 (15.63%) Apache Spark
16 30 (15.63%) Finance
16 30 (15.63%) R
17 29 (15.10%) Visualisation
18 27 (14.06%) SQL
19 26 (13.54%) Hadoop
20 24 (12.50%) Multithreading
21 21 (10.94%) Business Intelligence
21 21 (10.94%) Computer Vision
22 19 (9.90%) C#
22 19 (9.90%) NoSQL
23 18 (9.38%) Data Analysis
24 17 (8.85%) Ruby
24 17 (8.85%) OO

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 30 (15.63%) Apache Spark
2 6 (3.13%) Elasticsearch
3 4 (2.08%) SAS
4 2 (1.04%) Apache Pig
4 2 (1.04%) nginx
5 1 (0.52%) Apache
Applications
1 5 (2.60%) Chatbot
2 4 (2.08%) Adobe Illustrator
2 4 (2.08%) Photoshop
3 2 (1.04%) MS Excel
Business Applications
1 2 (1.04%) Dynamics CRM
Cloud Services
1 14 (7.29%) Google Cloud Platform
2 11 (5.73%) Cloud Computing
3 4 (2.08%) Adobe Creative Cloud
4 3 (1.56%) Amazon AWS
4 3 (1.56%) GitHub
5 2 (1.04%) Amazon EC2
5 2 (1.04%) Amazon Kinesis
5 2 (1.04%) Amazon S3
5 2 (1.04%) Microsoft Azure
5 2 (1.04%) SaaS
Communications & Networking
1 6 (3.13%) HTTP
2 4 (2.08%) Internet
3 2 (1.04%) HTTPS
4 1 (0.52%) Bluetooth
4 1 (0.52%) Wi-Fi
4 1 (0.52%) Wireless
Database & Business Intelligence
1 68 (35.42%) Big Data
2 26 (13.54%) Hadoop
3 19 (9.90%) NoSQL
4 12 (6.25%) Data Mining
4 12 (6.25%) MongoDB
4 12 (6.25%) PostgreSQL
5 10 (5.21%) Neo4j
6 6 (3.13%) Apache Hive
6 6 (3.13%) KDB
7 5 (2.60%) MySQL
7 5 (2.60%) Relational Database
8 3 (1.56%) Data Warehouse
8 3 (1.56%) RDBMS
9 2 (1.04%) Amazon Redshift
9 2 (1.04%) QlikView
9 2 (1.04%) SQL Server
9 2 (1.04%) SQL Server 2005
9 2 (1.04%) SQL Server 2008
9 2 (1.04%) SQL Server Integration Services
9 2 (1.04%) SQL Server Reporting Services
Development Applications
1 3 (1.56%) Git (software)
1 3 (1.56%) JIRA
2 1 (0.52%) Axure RP
2 1 (0.52%) Grunt
2 1 (0.52%) gulp
2 1 (0.52%) Jasmine
2 1 (0.52%) Mocha
2 1 (0.52%) Sinon.JS
2 1 (0.52%) webpack
General
1 30 (15.63%) Finance
2 12 (6.25%) Games
3 10 (5.21%) Advertising
4 9 (4.69%) Telecoms
5 7 (3.65%) Marketing
6 4 (2.08%) French Language
6 4 (2.08%) Front Office
6 4 (2.08%) German Language
6 4 (2.08%) Russian Language
7 3 (1.56%) Banking
8 2 (1.04%) Multimedia
9 1 (0.52%) Electronics
9 1 (0.52%) Law
Job Titles
1 49 (25.52%) Developer
2 46 (23.96%) Data Scientist
3 32 (16.67%) Machine Learning Engineer
4 29 (15.10%) Machine Learning Scientist
5 15 (7.81%) C++ Developer
5 15 (7.81%) Senior Data Scientist
5 15 (7.81%) Software Engineer
6 13 (6.77%) Ruby Engineer
7 12 (6.25%) Python Developer
8 8 (4.17%) Scala Developer
9 7 (3.65%) Analytics Consultant
9 7 (3.65%) Big Data Consultant
9 7 (3.65%) Consultant
9 7 (3.65%) Data Consultant
9 7 (3.65%) Hadoop Consultant
10 5 (2.60%) Java Developer
10 5 (2.60%) Machine Learning Developer
10 5 (2.60%) Senior Consultant
10 5 (2.60%) Senior Developer
11 4 (2.08%) Graphic Designer
Libraries, Frameworks & Software Standards
1 14 (7.29%) scikit-learn
2 13 (6.77%) OpenCL
3 12 (6.25%) Theano
4 10 (5.21%) REST
4 10 (5.21%) TensorFlow
5 9 (4.69%) Natural Language Processing
5 9 (4.69%) NumPy
6 8 (4.17%) RabbitMQ
7 7 (3.65%) Kafka
7 7 (3.65%) SciPy
8 6 (3.13%) Django
8 6 (3.13%) Node.js
9 5 (2.60%) CSS
9 5 (2.60%) HTML
10 4 (2.08%) Flask
10 4 (2.08%) React
10 4 (2.08%) Torch
10 4 (2.08%) Web Services
11 3 (1.56%) Akka
11 3 (1.56%) Pandas
Miscellaneous
1 103 (53.65%) Algorithms
2 85 (44.27%) Artificial Intelligence
3 59 (30.73%) Computer Science
4 45 (23.44%) Statistics
5 35 (18.23%) Mathematics
6 29 (15.10%) Visualisation
7 14 (7.29%) Neural Network
7 14 (7.29%) User Experience
8 13 (6.77%) Biometrics
9 10 (5.21%) Analytical Skills
9 10 (5.21%) Robotics
10 9 (4.69%) CUDA
10 9 (4.69%) Physics
11 7 (3.65%) Augmented Reality
11 7 (3.65%) Data Centre
11 7 (3.65%) Digital Media
12 4 (2.08%) Economics
12 4 (2.08%) Fintech
12 4 (2.08%) Graphic Design
13 3 (1.56%) Hedge funds
Operating Systems
1 6 (3.13%) Unix
2 5 (2.60%) Linux
Processes & Methodologies
1 152 (79.17%) Machine Learning
2 60 (31.25%) Analytics
3 48 (25.00%) Agile Software Development
4 33 (17.19%) Software Engineering
5 24 (12.50%) Multithreading
6 21 (10.94%) Business Intelligence
6 21 (10.94%) Computer Vision
7 18 (9.38%) Data Analysis
8 17 (8.85%) OO
9 16 (8.33%) Microservices
10 15 (7.81%) Risk Management
11 14 (7.29%) Distributed Algorithms
11 14 (7.29%) Fraud Detection
11 14 (7.29%) Open Source
11 14 (7.29%) Scrum
12 13 (6.77%) Predictive Analytics
12 13 (6.77%) Predictive Modelling
13 11 (5.73%) Anomaly Detection
13 11 (5.73%) Speech Recognition
13 11 (5.73%) TDD
Programming Languages
1 119 (61.98%) Python
2 60 (31.25%) Java
3 53 (27.60%) C++
4 34 (17.71%) Scala
5 30 (15.63%) R
6 27 (14.06%) SQL
7 19 (9.90%) C#
8 17 (8.85%) Ruby
9 15 (7.81%) C
10 10 (5.21%) JavaScript
11 7 (3.65%) MATLAB
12 6 (3.13%) Lua
13 3 (1.56%) Perl
14 2 (1.04%) Apex Code
14 2 (1.04%) Erlang
15 1 (0.52%) Embedded C
15 1 (0.52%) PHP
15 1 (0.52%) SOQL
Qualifications
1 82 (42.71%) PhD
2 56 (29.17%) Degree
3 3 (1.56%) Security Cleared
4 2 (1.04%) Postgraduate
Quality Assurance & Compliance
1 6 (3.13%) QA
2 1 (0.52%) WAI
System Software
1 7 (3.65%) HDFS
2 4 (2.08%) Docker
3 1 (0.52%) Apache Flume
3 1 (0.52%) Firmware
Systems Management
1 1 (0.52%) Oozie
Vendors
1 14 (7.29%) Google
2 4 (2.08%) Adobe
2 4 (2.08%) Salesforce.com
3 3 (1.56%) CA Agile Central
4 2 (1.04%) Microsoft
4 2 (1.04%) Oracle
4 2 (1.04%) Tableau
5 1 (0.52%) Intel
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £70000 - £80000 per annum + bens
Posted: Yesterday
London
First Point
Salary: £50000.00 - £70000.00 per annum + equity + benefits
Posted: 18 hours ago
Old Street, London
Network Compucare
Salary: £50,000 - £75,000 per year
Posted: Yesterday
South East London
Client Server
Salary: £30k to £65k + benefits
Posted: 18 hours ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £70000 - £80000 per annum + bens
Posted: Yesterday
Bristol, Avon
Understanding Recruitment
Salary: £70000 - £80000 per annum + bens
Posted: Yesterday
Old Street, London
Network Compucare
Salary: £60,000 - £75,000 per year
Posted: Yesterday
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £35000 - £40000 per annum + stock options.
Posted: Yesterday
Bristol, Avon
Understanding Recruitment
Salary: £35000 - £40000 per annum + stock options.
Posted: Yesterday
City, London
CPS Group UK
Posted: Yesterday
London
RBW Consulting
Salary: From £60,000 to £100,000 per annum
Posted: 3 days ago
City, London
TEKsystems
Salary: £70000 - £110000 per annum + extensive benefits
Posted: 4 days ago
London
RBW Consulting
Salary: From £70,000 to £110,000 per annum
Posted: 3 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £60k DoE + options
Posted: 6 days ago
North London
Client Server
Salary: £55k to £70k + benefits
Posted: 6 days ago
London
AdRoc Group
Salary: From £70,000 to £100,000 per annum +Benefits
Posted: 6 days ago
London
Lorien Resourcing
Posted: 5 days ago
London
Salt
Salary: £80000.00 - £110000.00 per annum
Posted: 3 days ago
London
Client Server
Salary: £45000 - £60000 per annum + options
Posted: 5 days ago
London
Client Server
Salary: £55000 - £70000 per annum + benefits
Posted: 14 days ago
London
Talent Point
Salary: £50000.00 - £70000.00 per annum + benefits + shares
Posted: 25 days ago