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

3 months to
21 Jan 2017
Same period 2016 Same period 2015
Deep Learning
UK
Rank 757 912 946
Rank change year-on-year
+155 +34
Permanent jobs citing Deep Learning 87 17 5
As % of all permanent IT jobs located in the UK 0.10% 0.017% 0.005%
As % of the Processes & Methodologies category 0.12% 0.019% 0.006%
Number of salaries quoted 77 14 5
Median salary £70,000 £73,750 £42,500
Median salary % change year-on-year
-5.08% +73.52%
90% offered a salary of more than £50,000 £46,250 £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 across the UK.

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
73134 87529 90334
As % of all permanent IT jobs located in the UK 88.13% 87.67% 86.07%
Number of salaries quoted 60219 72776 74467
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 £32,500 £31,000
10% offered a salary of more than £77,500 £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

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 21 January 2017 within the UK.

Deep Learning Salary Histogram in the UK

Deep Learning
Top 19 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 21 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
England +153 82 £70,000 -5.08% 21
London +108 61 £70,000 -6.66% 10
East of England - 10 £75,000 - 4
Cambridge - 10 £75,000 - 4
Cambridgeshire - 10 £75,000 - 4
City of London +33 8 £73,750 +1.72% 2
South West +27 5 £45,000 -30.76% 4
South East - 4 £60,000 - 1
Berkshire - 4 £60,000 - 1
Reading - 4 £60,000 -
Scotland - 3 £21,500 -
Bristol - 3 £50,000 - 2
Edinburgh - 3 £21,500 -
Gloucestershire -12 2 £32,500 -50.00%
Wales - 2 £60,000 -
South Wales - 2 £60,000 -
North West - 2 £57,500 - 2
Manchester - 2 £57,500 - 2
Cardiff - 2 £60,000 -

Deep Learning
Top 30 Related IT Skills

For the 6 months to 21 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 with a requirement for Deep Learning.

1 159 (79.10%) Machine Learning
2 120 (59.70%) Python
3 110 (54.73%) Algorithms
4 89 (44.28%) Artificial Intelligence
5 85 (42.29%) PhD
6 70 (34.83%) Big Data
7 64 (31.84%) Analytics
8 62 (30.85%) Computer Science
8 62 (30.85%) Java
8 62 (30.85%) Degree
9 56 (27.86%) C++
10 50 (24.88%) Agile Software Development
11 49 (24.38%) Statistics
12 38 (18.91%) Mathematics
13 37 (18.41%) Scala
14 35 (17.41%) Software Engineering
14 35 (17.41%) Apache Spark
15 32 (15.92%) Visualisation
16 31 (15.42%) Hadoop
16 31 (15.42%) R
16 31 (15.42%) Finance
16 31 (15.42%) SQL
17 25 (12.44%) Computer Vision
18 24 (11.94%) Multithreading
19 23 (11.44%) NoSQL
20 22 (10.95%) Business Intelligence
21 21 (10.45%) Neural Network
22 19 (9.45%) C#
23 18 (8.96%) Data Analysis
24 17 (8.46%) Ruby

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 35 (17.41%) Apache Spark
2 6 (2.99%) Elasticsearch
3 4 (1.99%) SAS
4 3 (1.49%) Apache Pig
5 2 (1.00%) nginx
6 1 (0.50%) Apache
Applications
1 5 (2.49%) Chatbot
2 4 (1.99%) Adobe Illustrator
2 4 (1.99%) Photoshop
3 2 (1.00%) MS Excel
Business Applications
1 2 (1.00%) Dynamics CRM
Cloud Services
1 14 (6.97%) Google Cloud Platform
2 12 (5.97%) Cloud Computing
3 4 (1.99%) Adobe Creative Cloud
4 3 (1.49%) Amazon AWS
4 3 (1.49%) GitHub
5 2 (1.00%) Amazon EC2
5 2 (1.00%) Amazon Kinesis
5 2 (1.00%) Amazon S3
5 2 (1.00%) Microsoft Azure
5 2 (1.00%) SaaS
Communications & Networking
1 6 (2.99%) HTTP
2 5 (2.49%) Internet
3 2 (1.00%) HTTPS
4 1 (0.50%) Bluetooth
4 1 (0.50%) Wi-Fi
4 1 (0.50%) Wireless
Database & Business Intelligence
1 70 (34.83%) Big Data
2 31 (15.42%) Hadoop
3 23 (11.44%) NoSQL
4 14 (6.97%) Data Mining
4 14 (6.97%) PostgreSQL
5 12 (5.97%) MongoDB
5 12 (5.97%) Neo4j
6 7 (3.48%) Apache Hive
7 6 (2.99%) KDB
7 6 (2.99%) Relational Database
8 5 (2.49%) MySQL
9 4 (1.99%) Data Warehouse
9 4 (1.99%) RDBMS
10 2 (1.00%) SQL Server
10 2 (1.00%) SQL Server 2005
10 2 (1.00%) SQL Server 2008
10 2 (1.00%) SQL Server Analysis Services
10 2 (1.00%) SQL Server Integration Services
10 2 (1.00%) SQL Server Reporting Services
10 2 (1.00%) Text Mining
Development Applications
1 3 (1.49%) Git (software)
1 3 (1.49%) JIRA
2 1 (0.50%) Axure RP
2 1 (0.50%) Grunt
2 1 (0.50%) gulp
2 1 (0.50%) Jasmine
2 1 (0.50%) Mocha
2 1 (0.50%) Sinon.JS
2 1 (0.50%) webpack
General
1 31 (15.42%) Finance
2 12 (5.97%) Games
3 10 (4.98%) Advertising
3 10 (4.98%) Telecoms
4 8 (3.98%) Marketing
5 4 (1.99%) French Language
5 4 (1.99%) Front Office
5 4 (1.99%) German Language
5 4 (1.99%) Multimedia
5 4 (1.99%) Russian Language
6 3 (1.49%) Banking
7 1 (0.50%) Electronics
7 1 (0.50%) Law
7 1 (0.50%) Retail
Job Titles
1 48 (23.88%) Data Scientist
1 48 (23.88%) Developer
2 32 (15.92%) Machine Learning Engineer
3 28 (13.93%) Machine Learning Scientist
4 15 (7.46%) Software Engineer
5 14 (6.97%) C++ Developer
5 14 (6.97%) Senior Data Scientist
6 13 (6.47%) Ruby Engineer
7 12 (5.97%) Python Developer
8 8 (3.98%) Scala Developer
9 7 (3.48%) Analytics Consultant
9 7 (3.48%) Big Data Consultant
9 7 (3.48%) Consultant
9 7 (3.48%) Data Consultant
9 7 (3.48%) Hadoop Consultant
10 5 (2.49%) Java Developer
10 5 (2.49%) Machine Learning Developer
10 5 (2.49%) Senior Consultant
10 5 (2.49%) Senior Developer
11 4 (1.99%) Chief Technology Officer
Libraries, Frameworks & Software Standards
1 14 (6.97%) scikit-learn
2 13 (6.47%) OpenCL
2 13 (6.47%) Theano
3 12 (5.97%) Natural Language Processing
4 11 (5.47%) TensorFlow
5 10 (4.98%) NumPy
5 10 (4.98%) REST
6 8 (3.98%) Kafka
6 8 (3.98%) RabbitMQ
6 8 (3.98%) SciPy
7 6 (2.99%) Django
7 6 (2.99%) Node.js
8 5 (2.49%) Akka
8 5 (2.49%) CSS
8 5 (2.49%) HTML
8 5 (2.49%) Torch
9 4 (1.99%) Flask
9 4 (1.99%) Pandas
9 4 (1.99%) React
9 4 (1.99%) Web Services
Miscellaneous
1 110 (54.73%) Algorithms
2 89 (44.28%) Artificial Intelligence
3 62 (30.85%) Computer Science
4 49 (24.38%) Statistics
5 38 (18.91%) Mathematics
6 32 (15.92%) Visualisation
7 21 (10.45%) Neural Network
8 14 (6.97%) User Experience
9 13 (6.47%) Analytical Skills
9 13 (6.47%) Biometrics
10 10 (4.98%) Physics
10 10 (4.98%) Robotics
11 9 (4.48%) Augmented Reality
11 9 (4.48%) CUDA
12 7 (3.48%) Data Centre
12 7 (3.48%) Digital Media
13 4 (1.99%) Economics
13 4 (1.99%) Fintech
13 4 (1.99%) Graphic Design
14 3 (1.49%) Hedge funds
Operating Systems
1 9 (4.48%) Linux
2 6 (2.99%) Unix
3 4 (1.99%) Windows
Processes & Methodologies
1 159 (79.10%) Machine Learning
2 64 (31.84%) Analytics
3 50 (24.88%) Agile Software Development
4 35 (17.41%) Software Engineering
5 25 (12.44%) Computer Vision
6 24 (11.94%) Multithreading
7 22 (10.95%) Business Intelligence
8 18 (8.96%) Data Analysis
9 17 (8.46%) OO
9 17 (8.46%) Risk Management
10 16 (7.96%) Microservices
11 15 (7.46%) Open Source
12 14 (6.97%) Distributed Algorithms
12 14 (6.97%) Fraud Detection
12 14 (6.97%) Predictive Analytics
12 14 (6.97%) Predictive Modelling
12 14 (6.97%) Scrum
13 12 (5.97%) Actionable Insight
14 11 (5.47%) Anomaly Detection
14 11 (5.47%) Speech Recognition
Programming Languages
1 120 (59.70%) Python
2 62 (30.85%) Java
3 56 (27.86%) C++
4 37 (18.41%) Scala
5 31 (15.42%) R
5 31 (15.42%) SQL
6 19 (9.45%) C#
7 17 (8.46%) Ruby
8 15 (7.46%) C
9 10 (4.98%) JavaScript
10 7 (3.48%) MATLAB
11 5 (2.49%) Lua
12 3 (1.49%) Perl
13 2 (1.00%) Apex Code
13 2 (1.00%) Erlang
14 1 (0.50%) Embedded C
14 1 (0.50%) Julia
14 1 (0.50%) PHP
14 1 (0.50%) SOQL
Qualifications
1 85 (42.29%) PhD
2 62 (30.85%) Degree
3 4 (1.99%) Postgraduate
4 3 (1.49%) Security Cleared
Quality Assurance & Compliance
1 7 (3.48%) QA
2 1 (0.50%) WAI
System Software
1 10 (4.98%) HDFS
2 4 (1.99%) Docker
3 2 (1.00%) Apache Flume
4 1 (0.50%) Firmware
Systems Management
1 2 (1.00%) Oozie
Vendors
1 16 (7.96%) Google
2 4 (1.99%) Adobe
2 4 (1.99%) Salesforce.com
3 3 (1.49%) CA Agile Central
3 3 (1.49%) Intel
4 2 (1.00%) Microsoft
4 2 (1.00%) Oracle
4 2 (1.00%) Tableau
Manchester, Lancashire
Talent International
Salary: £70000 - £90000 per annum + negotiable bonus and benefits
Posted: Yesterday
London
Stott & May
Salary: £40000 - £70000 per annum
Posted: 21 hours ago
Manchester, Lancashire
Cathcart Associates Ltd
Salary: £40000 - £50000 per annum + flexible environment
Posted: 2 days ago
London
Parallel Consulting
Posted: Yesterday
London
IT Connections
Salary: to £60000
Posted: 21 hours ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £70000 - £80000 per annum + bens
Posted: 5 days ago
London
Lorien Resourcing
Salary: Car Allowance + Benefits & Bonus
Posted: 2 days ago
North London
Client Server
Salary: £55k to £70k + benefits
Posted: 4 days ago
Old Street, London
Network Compucare
Salary: £50,000 - £75,000 per year
Posted: 5 days ago
South East London
Client Server
Salary: £30k to £65k + benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £70000 - £80000 per annum + bens
Posted: 5 days ago
Bristol, Avon
Understanding Recruitment
Salary: £70000 - £80000 per annum + bens
Posted: 5 days ago
Old Street, London
Network Compucare
Salary: £60,000 - £75,000 per year
Posted: 5 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £35000 - £40000 per annum + stock options.
Posted: 5 days ago
Bristol, Avon
Understanding Recruitment
Salary: £35000 - £40000 per annum + stock options.
Posted: 5 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £60k DoE + options
Posted: 11 days ago
City, London
CPS Group UK
Posted: 5 days ago
London
Client Server
Salary: £55000 - £70000 per annum + benefits
Posted: 11 days ago
London
Client Server
Salary: £45000 - £60000 per annum + options
Posted: 9 days ago