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 28 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
28 Feb 2017
Same period 2016 Same period 2015
Deep Learning
UK
Rank 718 922 949
Rank change year-on-year
+204 +27
Permanent jobs citing Deep Learning 133 20 7
As % of all permanent IT jobs located in the UK 0.16% 0.020% 0.007%
As % of the Processes & Methodologies category 0.18% 0.022% 0.008%
Number of salaries quoted 116 17 7
Median salary £67,500 £72,500 £57,500
Median salary % change year-on-year
-6.89% +26.08%
90% offered a salary of more than £37,500 £45,000 £42,500
10% offered a salary of more than £90,000 £96,500 £62,500
UK excluding London median salary £75,000 £77,500 -
% change year-on-year
-3.22% -

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
74604 89126 91423
As % of all permanent IT jobs located in the UK 88.73% 88.31% 86.72%
Number of salaries quoted 61307 73847 74567
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 £31,500
10% offered a salary of more than £77,500 £75,000 £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 28 February 2017 within the UK.

Deep Learning Salary Histogram in the UK

Deep Learning
Top 21 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 28 February 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 +196 129 £67,500 -6.89% 26
London +104 73 £62,500 -10.71% 22
East of England - 24 £75,000 - 2
Cambridge - 22 £75,000 - 2
Cambridgeshire - 22 £75,000 - 2
South West - 19 £40,000 - 2
Bristol - 12 £56,250 - 1
City of London +22 8 £50,000 -28.57% 10
South East +59 7 £65,000 -16.12%
Berkshire - 7 £65,000 -
North West - 6 £52,500 -
Gloucestershire - 6 £36,250 -
Manchester - 6 £52,500 -
Slough - 4 £65,000 -
Scotland - 4 £21,500 -
Edinburgh - 3 £21,500 -
Bedfordshire - 2 - -
Street - 1 £75,000 - 1
Glasgow - 1 £72,500 -
Reading - 1 £60,000 -
Somerset - 1 £75,000 - 1

Deep Learning
Top 30 Related IT Skills

For the 6 months to 28 February 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.

1 204 (86.81%) Machine Learning
2 157 (66.81%) Python
3 128 (54.47%) Algorithms
4 112 (47.66%) PhD
5 103 (43.83%) Artificial Intelligence
6 102 (43.40%) Java
7 91 (38.72%) C++
8 84 (35.74%) Big Data
9 73 (31.06%) Analytics
10 71 (30.21%) Computer Science
11 59 (25.11%) Computer Vision
12 58 (24.68%) Scala
12 58 (24.68%) Statistics
13 56 (23.83%) Software Engineering
14 49 (20.85%) Degree
15 48 (20.43%) Mathematics
16 45 (19.15%) Apache Spark
17 44 (18.72%) Agile Software Development
18 40 (17.02%) Visualisation
19 39 (16.60%) Neural Network
20 38 (16.17%) Finance
21 34 (14.47%) Hadoop
21 34 (14.47%) Reinforcement Learning
22 32 (13.62%) R
23 29 (12.34%) Games
24 27 (11.49%) SQL
25 25 (10.64%) Actionable Insight
25 25 (10.64%) Theano
25 25 (10.64%) NoSQL
25 25 (10.64%) Multithreading

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 45 (19.15%) Apache Spark
2 10 (4.26%) DNN
3 8 (3.40%) Elasticsearch
4 6 (2.55%) Apache Pig
5 4 (1.70%) SAS
6 3 (1.28%) Tornado
7 1 (0.43%) Apache
Applications
1 4 (1.70%) Adobe Illustrator
1 4 (1.70%) Photoshop
2 2 (0.85%) Weka
3 1 (0.43%) MS Excel
Cloud Services
1 16 (6.81%) Google Cloud Platform
2 12 (5.11%) Cloud Computing
3 7 (2.98%) Amazon AWS
4 4 (1.70%) Adobe Creative Cloud
5 2 (0.85%) Amazon SQS
5 2 (0.85%) SaaS
6 1 (0.43%) Amazon EC2
6 1 (0.43%) Amazon Kinesis
6 1 (0.43%) Amazon S3
6 1 (0.43%) Google Analytics
6 1 (0.43%) Microsoft Azure
Communications & Networking
1 8 (3.40%) Internet
2 7 (2.98%) HTTP
3 1 (0.43%) Bluetooth
3 1 (0.43%) HTTPS
3 1 (0.43%) Wi-Fi
3 1 (0.43%) Wireless
Database & Business Intelligence
1 84 (35.74%) Big Data
2 34 (14.47%) Hadoop
3 25 (10.64%) NoSQL
4 24 (10.21%) Data Mining
5 11 (4.68%) Apache Hive
5 11 (4.68%) Neo4j
5 11 (4.68%) PostgreSQL
5 11 (4.68%) Relational Database
6 10 (4.26%) Apache Cassandra
7 9 (3.83%) MongoDB
8 6 (2.55%) KDB
9 4 (1.70%) KNIME
9 4 (1.70%) Spotfire
9 4 (1.70%) Triplestore
10 3 (1.28%) Data Warehouse
10 3 (1.28%) RDBMS
10 3 (1.28%) Redis
10 3 (1.28%) Text Mining
11 2 (0.85%) HBase
11 2 (0.85%) Sqoop
Development Applications
1 17 (7.23%) Git (software)
2 2 (0.85%) LabVIEW
General
1 38 (16.17%) Finance
2 29 (12.34%) Games
3 13 (5.53%) Advertising
4 10 (4.26%) Marketing
5 9 (3.83%) Telecoms
6 6 (2.55%) Retail
7 4 (1.70%) Banking
7 4 (1.70%) French Language
7 4 (1.70%) German Language
7 4 (1.70%) Pharmaceutical
7 4 (1.70%) Russian Language
8 3 (1.28%) Billing
8 3 (1.28%) Front Office
9 2 (0.85%) Multimedia
10 1 (0.43%) Automotive
10 1 (0.43%) Electronics
10 1 (0.43%) Law
10 1 (0.43%) Publishing
Job Titles
1 48 (20.43%) Data Scientist
2 47 (20.00%) Machine Learning Engineer
3 44 (18.72%) Developer
4 36 (15.32%) Software Engineer
5 26 (11.06%) Machine Learning Scientist
6 16 (6.81%) Senior Data Scientist
7 13 (5.53%) Python Developer
7 13 (5.53%) Ruby Engineer
8 12 (5.11%) Computer Engineer
9 10 (4.26%) Computer Vision Engineer
10 8 (3.40%) Consultant
11 7 (2.98%) Analytics Consultant
11 7 (2.98%) Big Data Consultant
11 7 (2.98%) Data Consultant
11 7 (2.98%) Graduate
11 7 (2.98%) Hadoop Consultant
11 7 (2.98%) Software Developer
12 6 (2.55%) Computer Vision Scientist
12 6 (2.55%) Developer/Software Engineer
12 6 (2.55%) Scala Developer
Libraries, Frameworks & Software Standards
1 25 (10.64%) Theano
2 20 (8.51%) Natural Language Processing
2 20 (8.51%) Unity (Game Engine)
3 19 (8.09%) TensorFlow
4 12 (5.11%) Kafka
4 12 (5.11%) OpenCV
5 11 (4.68%) scikit-learn
6 10 (4.26%) REST
7 9 (3.83%) OpenCL
8 8 (3.40%) Flask
8 8 (3.40%) Pandas
9 6 (2.55%) CSS
9 6 (2.55%) HTML
9 6 (2.55%) Node.js
9 6 (2.55%) RabbitMQ
9 6 (2.55%) React
10 5 (2.13%) Django
10 5 (2.13%) Java EE
11 4 (1.70%) D3.js
11 4 (1.70%) NumPy
Miscellaneous
1 128 (54.47%) Algorithms
2 71 (30.21%) Computer Science
3 14 (5.96%) User Experience
4 12 (5.11%) Analytical Skills
5 9 (3.83%) Robotics
6 8 (3.40%) 3D Graphics
7 7 (2.98%) Augmented Reality
8 5 (2.13%) Field-Programmable Gate Array
8 5 (2.13%) Hybrid Cloud
8 5 (2.13%) Public Cloud
8 5 (2.13%) Social Network
9 4 (1.70%) Credit Risk
9 4 (1.70%) CUDA
9 4 (1.70%) Data Centre
9 4 (1.70%) Digital Media
9 4 (1.70%) Fintech
9 4 (1.70%) Graphic Design
9 4 (1.70%) Life Science
10 3 (1.28%) Client/Server
11 2 (0.85%) Management Information System
Operating Systems
1 17 (7.23%) Linux
2 6 (2.55%) Unix
3 4 (1.70%) Windows
Processes & Methodologies
1 204 (86.81%) Machine Learning
2 103 (43.83%) Artificial Intelligence
3 73 (31.06%) Analytics
4 59 (25.11%) Computer Vision
5 58 (24.68%) Statistics
6 56 (23.83%) Software Engineering
7 48 (20.43%) Mathematics
8 44 (18.72%) Agile Software Development
9 40 (17.02%) Visualisation
10 39 (16.60%) Neural Network
11 34 (14.47%) Reinforcement Learning
12 25 (10.64%) Actionable Insight
12 25 (10.64%) Multithreading
13 22 (9.36%) Business Intelligence
14 21 (8.94%) Predictive Modelling
15 20 (8.51%) Data Analysis
16 19 (8.09%) Bayesian Methods
17 18 (7.66%) Risk Management
18 17 (7.23%) Open Source
19 16 (6.81%) Distributed Algorithms
Programming Languages
1 157 (66.81%) Python
2 102 (43.40%) Java
3 91 (38.72%) C++
4 58 (24.68%) Scala
5 32 (13.62%) R
6 27 (11.49%) SQL
7 24 (10.21%) C#
8 21 (8.94%) C
9 14 (5.96%) Ruby
10 13 (5.53%) JavaScript
11 8 (3.40%) Fortran
12 7 (2.98%) MATLAB
13 3 (1.28%) Perl
14 2 (0.85%) Go
14 2 (0.85%) Lua
15 1 (0.43%) Apex Code
15 1 (0.43%) Bash Shell
15 1 (0.43%) Embedded C
15 1 (0.43%) Julia
15 1 (0.43%) SOQL
Qualifications
1 112 (47.66%) PhD
2 49 (20.85%) Degree
3 5 (2.13%) Security Cleared
4 2 (0.85%) Postgraduate
Quality Assurance & Compliance
1 5 (2.13%) QA
System Software
1 9 (3.83%) Docker
2 4 (1.70%) HDFS
3 2 (0.85%) Apache Flume
4 1 (0.43%) Firmware
Systems Management
1 2 (0.85%) Kubernetes
1 2 (0.85%) Oozie
Vendors
1 20 (8.51%) Google
2 6 (2.55%) Tableau
3 5 (2.13%) Microsoft
4 4 (1.70%) Adobe
4 4 (1.70%) Apple
5 3 (1.28%) Intel
6 1 (0.43%) Marketo
6 1 (0.43%) Salesforce.com
City, London
Informatiq Consulting
Salary: £40000 - £50000 per annum + Bens
Posted: 3 hours ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £75000 - £85000 per annum + bens
Posted: Yesterday
South West London
RBW Consulting
Salary: Up to £85,000 per annum
Posted: 3 days ago
London
TRG
Salary: 70000-80000 Per Annum + benfits
Posted: 2 days ago
City, London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £70000 - £80000 Per Annum + benfits
Posted: Yesterday
North London
Guru Careers
Salary: 30000-45000 Per Annum DOE + Equity
Posted: Yesterday
Bristol, Avon
Understanding Recruitment
Salary: £35000 - £40000 per annum + stock options.
Posted: 2 days ago
City, London
Networking People
Salary: £50000 - £65000 per annum + Share Options + Excellent Benefits
Posted: 3 days ago
City, London
Informatiq Consulting
Posted: Yesterday
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £75000 - £85000 per annum + bens
Posted: 2 days ago
London
CPS Group (UK) Ltd
Posted: Yesterday
London
RBW Consulting
Salary: Up to £120,000 per annum + Equity
Posted: 3 days ago
London
Churchill Frank
Salary: £60000 - £100000 per annum
Posted: 5 days ago
City, London
Ability Resourcing
Salary: £50000 - £90000 per annum
Posted: 5 days ago
London
IT Connections
Salary: to £60000
Posted: 3 days ago
City, London
Ability Resourcing
Salary: £60000 - £80000 per annum
Posted: 5 days ago
City, London
Hays Finance Technology
Posted: 4 days ago
London
Client Server
Salary: £50000 - £65000 per annum + benefits
Posted: 7 days ago
City, London
Ability Resourcing
Salary: £65000 - £80000 per annum
Posted: 4 days ago
London
Client Server
Salary: £35,000 to £50,000 + options
Posted: 7 days ago
London
ABILITY Resorucing Ltd
Salary: £55000 - £90000 per annum + Bonus, Options, Pension, Health
Posted: 25 days ago
Old Street, London
Network Compucare
Salary: £50,000 - £75,000 per year
Posted: 21 days ago
City of London
CPS Group Limited
Posted: 14 days ago
London
Client Server
Salary: £45k to £65k + bonus + benefits
Posted: 27 days ago
London
Client Server
Salary: £40,000 to £50,000 + options
Posted: 27 days ago