The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Deep Learning skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Deep Learning over the 3 months to 29 March 2017 with a comparison to the same period in the previous 2 years.

Deep Learning
UK / England
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 695 885 940
Rank change year-on-year +190 +55  
Permanent jobs citing Deep Learning 149 33 7
As % of all permanent IT jobs advertised in England 0.19% 0.034% 0.007%
As % of the Processes & Methodologies category 0.21% 0.038% 0.008%
Number of salaries quoted 126 29 7
Median salary £70,000 £65,000 £57,500
Median salary % change year-on-year +7.69% +13.04%  
90% offered a salary of more than £38,750 £45,000 £51,500
10% offered a salary of more than £100,000 £93,000 £78,000
UK excluding London median salary £67,500 £63,750 -
% change year-on-year +5.88% -  

Deep Learning is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for process and methodology skills.

Process & Methodology Skills
England
Permanent job vacancies with a requirement for process and methodology skills 71495 86758 87192
As % of all permanent IT job vacancies advertised in England 89.14% 88.63% 86.96%
Number of salaries quoted 59324 72606 71305
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £32,500 £32,000
10% offered a salary of more than £77,500 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Deep Learning
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing Deep Learning as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Deep Learning 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 in England.

Salary trend for Deep Learning in England

Deep Learning
Salary Histogram in England

The salary distribution of IT jobs citing Deep Learning in England over the 3 months to 29 March 2017.

Salary histogram for Deep Learning 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 29 March 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 +122 86 £72,500 +11.53% 15
East of England - 24 £75,000 - 3
South West +46 21 £40,000 -20.00%
South East +71 9 £65,000 -16.12%
North West - 6 £52,500 -
West Midlands - 3 £40,000 - 1
Deep Learning
UK

For the 6 months to 29 March 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.

1 209 (90.09%) Machine Learning
2 173 (74.57%) Python
3 126 (54.31%) PhD
4 125 (53.88%) Algorithms
5 117 (50.43%) Java
6 106 (45.69%) Artificial Intelligence
7 95 (40.95%) C++
8 75 (32.33%) Big Data
9 74 (31.90%) Computer Science
10 65 (28.02%) Software Engineering
10 65 (28.02%) Computer Vision
11 57 (24.57%) Scala
12 53 (22.84%) Mathematics
12 53 (22.84%) Analytics
13 52 (22.41%) Statistics
14 51 (21.98%) Apache Spark
15 43 (18.53%) Degree
16 39 (16.81%) Hadoop
16 39 (16.81%) R
17 38 (16.38%) Agile Software Development
18 36 (15.52%) Neural Network
18 36 (15.52%) Reinforcement Learning
19 35 (15.09%) Games
20 34 (14.66%) Actionable Insight
21 31 (13.36%) Theano
22 29 (12.50%) TensorFlow
22 29 (12.50%) Finance
23 28 (12.07%) SQL
23 28 (12.07%) Natural Language Processing
23 28 (12.07%) Visualisation

Deep Learning
Co-occurring 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 51 (21.98%) Apache Spark
2 11 (4.74%) DNN
3 7 (3.02%) Elasticsearch
4 6 (2.59%) Tornado
5 5 (2.16%) Apache Pig
6 4 (1.72%) SAS
7 1 (0.43%) Apache
Applications
1 4 (1.72%) Adobe Illustrator
1 4 (1.72%) Photoshop
1 4 (1.72%) Weka
Cloud Services
1 14 (6.03%) Google Cloud Platform
2 12 (5.17%) Cloud Computing
3 6 (2.59%) Amazon AWS
4 4 (1.72%) Adobe Creative Cloud
5 2 (0.86%) Amazon SQS
5 2 (0.86%) SaaS
6 1 (0.43%) Google Analytics
Communications & Networking
1 8 (3.45%) Internet
2 1 (0.43%) Bluetooth
2 1 (0.43%) HTTP
2 1 (0.43%) Wi-Fi
2 1 (0.43%) Wireless
Database & Business Intelligence
1 75 (32.33%) Big Data
2 39 (16.81%) Hadoop
3 26 (11.21%) Data Mining
4 25 (10.78%) NoSQL
5 14 (6.03%) Apache Cassandra
5 14 (6.03%) Apache Hive
6 12 (5.17%) MongoDB
7 11 (4.74%) Relational Database
8 6 (2.59%) KNIME
8 6 (2.59%) Spotfire
9 5 (2.16%) PostgreSQL
10 4 (1.72%) KDB
10 4 (1.72%) Neo4j
11 3 (1.29%) Amazon Redshift
11 3 (1.29%) Triplestore
12 2 (0.86%) Data Warehouse
12 2 (0.86%) HBase
12 2 (0.86%) RDBMS
12 2 (0.86%) Redis
12 2 (0.86%) Text Mining
Development Applications
1 23 (9.91%) Git (software)
2 2 (0.86%) LabVIEW
General
1 35 (15.09%) Games
2 29 (12.50%) Finance
3 13 (5.60%) Advertising
4 11 (4.74%) Marketing
5 8 (3.45%) Telecoms
6 6 (2.59%) Banking
6 6 (2.59%) Billing
6 6 (2.59%) Pharmaceutical
6 6 (2.59%) Retail
7 4 (1.72%) French Language
7 4 (1.72%) German Language
7 4 (1.72%) Russian Language
8 3 (1.29%) Back Office
9 2 (0.86%) Publishing
10 1 (0.43%) Automotive
10 1 (0.43%) Electronics
10 1 (0.43%) Law
Job Titles
1 62 (26.72%) Data Scientist
2 50 (21.55%) Machine Learning Engineer
3 44 (18.97%) Software Engineer
4 38 (16.38%) Developer
5 28 (12.07%) Machine Learning Scientist
6 19 (8.19%) Senior Data Scientist
7 14 (6.03%) Computer Engineer
8 11 (4.74%) Computer Vision Engineer
9 10 (4.31%) Python Developer
10 9 (3.88%) Consultant
10 9 (3.88%) Graduate
11 8 (3.45%) Research Engineer
11 8 (3.45%) Ruby Engineer
11 8 (3.45%) Software Developer
12 7 (3.02%) Analytics Consultant
12 7 (3.02%) Big Data Consultant
12 7 (3.02%) Data Consultant
12 7 (3.02%) Developer/Software Engineer
12 7 (3.02%) Hadoop Consultant
13 6 (2.59%) Java Developer
Libraries, Frameworks & Software Standards
1 31 (13.36%) Theano
2 29 (12.50%) TensorFlow
3 28 (12.07%) Natural Language Processing
4 23 (9.91%) Unity (Game Engine)
5 13 (5.60%) OpenCV
6 12 (5.17%) OpenCL
6 12 (5.17%) scikit-learn
7 9 (3.88%) Pandas
8 8 (3.45%) D3.js
8 8 (3.45%) Flask
9 7 (3.02%) CSS
9 7 (3.02%) Kafka
9 7 (3.02%) NumPy
10 6 (2.59%) HTML
10 6 (2.59%) Node.js
10 6 (2.59%) React
11 5 (2.16%) Java EE
12 4 (1.72%) Akka
12 4 (1.72%) Keras
12 4 (1.72%) REST
Miscellaneous
1 125 (53.88%) Algorithms
2 74 (31.90%) Computer Science
3 18 (7.76%) User Experience
4 13 (5.60%) Analytical Skills
4 13 (5.60%) Robotics
5 12 (5.17%) 3D Graphics
6 9 (3.88%) Field-Programmable Gate Array
6 9 (3.88%) Hybrid Cloud
6 9 (3.88%) Public Cloud
7 8 (3.45%) Social Network
8 7 (3.02%) Fintech
9 6 (2.59%) Life Science
10 5 (2.16%) Credit Risk
11 4 (1.72%) Augmented Reality
11 4 (1.72%) CUDA
11 4 (1.72%) Data Centre
11 4 (1.72%) Graphic Design
11 4 (1.72%) Mobile App
11 4 (1.72%) Smart Home
12 3 (1.29%) Cyberthreat
Operating Systems
1 13 (5.60%) Linux
2 4 (1.72%) Unix
Processes & Methodologies
1 209 (90.09%) Machine Learning
2 106 (45.69%) Artificial Intelligence
3 65 (28.02%) Computer Vision
3 65 (28.02%) Software Engineering
4 53 (22.84%) Analytics
4 53 (22.84%) Mathematics
5 52 (22.41%) Statistics
6 38 (16.38%) Agile Software Development
7 36 (15.52%) Neural Network
7 36 (15.52%) Reinforcement Learning
8 34 (14.66%) Actionable Insight
9 28 (12.07%) Visualisation
10 27 (11.64%) Predictive Modelling
11 26 (11.21%) Multithreading
12 22 (9.48%) Bayesian Methods
13 21 (9.05%) Data Analysis
14 18 (7.76%) Data Visualisation
15 17 (7.33%) Distributed Algorithms
16 15 (6.47%) Anomaly Detection
16 15 (6.47%) E-Commerce
Programming Languages
1 173 (74.57%) Python
2 117 (50.43%) Java
3 95 (40.95%) C++
4 57 (24.57%) Scala
5 39 (16.81%) R
6 28 (12.07%) SQL
7 24 (10.34%) C
7 24 (10.34%) C#
8 14 (6.03%) JavaScript
9 12 (5.17%) Fortran
10 9 (3.88%) MATLAB
10 9 (3.88%) Ruby
11 3 (1.29%) Bash Shell
12 2 (0.86%) Go
12 2 (0.86%) Perl
13 1 (0.43%) Apex Code
13 1 (0.43%) Embedded C
13 1 (0.43%) Julia
13 1 (0.43%) SOQL
13 1 (0.43%) TypeScript
Qualifications
1 126 (54.31%) PhD
2 43 (18.53%) Degree
3 4 (1.72%) Security Cleared
Quality Assurance & Compliance
1 4 (1.72%) QA
2 1 (0.43%) Data Quality
System Software
1 9 (3.88%) Docker
2 2 (0.86%) HDFS
3 1 (0.43%) Apache Flume
3 1 (0.43%) Firmware
Systems Management
1 2 (0.86%) Kubernetes
2 1 (0.43%) Oozie
Vendors
1 16 (6.90%) Google
2 7 (3.02%) Tableau
3 6 (2.59%) Microsoft
4 5 (2.16%) Apple
5 4 (1.72%) Adobe
5 4 (1.72%) Salesforce.com
6 1 (0.43%) IBM
6 1 (0.43%) Intel
6 1 (0.43%) Marketo
London
RBW Consulting
Posted: 22 hours ago
London
RBW Consulting
Posted: 22 hours ago
City of London
ABILITY Resorucing Ltd
Salary: £60000 - £80000 per annum
Posted: Yesterday
City, London
Networking People
Salary: £50000 - £65000 per annum + Share Options + Excellent Benefits
Posted: Yesterday
East London
Understanding Recruitment
Salary: £70000 - £80000 per annum + equity
Posted: 2 days ago
London
IntaPeople
Salary: £40000 - £52000 per annum
Posted: 4 days ago
City, London
GridCell
Salary: From £40,000 to £60,000 per annum Bonuses, Pension, Training Allowance
Posted: 12 hours ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £60k DoE + options
Posted: 4 days ago
London
IT Connections
Salary: to £60000
Posted: 4 days ago
Central London / West End
ClearCube Consulting
Salary: Up to £90,000 per annum
Posted: 6 days ago
London
Computer Futures
Salary: £65000 - £85000 per annum + competitive
Posted: 15 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £35k DoE + top benefits
Posted: 23 days ago
London
Computer Futures
Salary: £6000 - £75000 per annum + competitive
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London
Churchill Frank
Salary: £60000 - £80000 per annum
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London
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Salary: £45k to £65k + bonus + benefits
Posted: 19 days ago
London
TRG
Salary: 70000-80000 Per Annum + benfits
Posted: 24 days ago
London
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Posted: 23 days ago
Cambridge, Cambridgeshire
DCL Search & Selection
Salary: £50000 - £55000 per annum
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Coventry, Warwickshire
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