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

3 months to
22 Feb 2017
Same period 2016 Same period 2015
Deep Learning
UK / England
Rank 718 894 909
Rank change year-on-year
+176 +15
Permanent jobs citing Deep Learning 122 20 8
As % of all permanent IT jobs located in England 0.16% 0.021% 0.008%
As % of the Processes & Methodologies category 0.17% 0.024% 0.009%
Number of salaries quoted 108 17 8
Median salary £70,000 £72,500 £53,750
Median salary % change year-on-year
-3.44% +34.88%
90% offered a salary of more than £40,000 £45,000 £42,500
10% offered a salary of more than £90,000 £110,000 £61,250
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 in the England region.

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
69855 84428 85063
As % of all permanent IT jobs located in England 88.80% 88.34% 86.68%
Number of salaries quoted 57847 70926 70359
Median salary £50,000 £50,000 £48,500
Median salary % change year-on-year
- +3.09%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £75,000 £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 22 February 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 22 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
London +116 71 £62,500 -10.71% 14
East of England - 23 £75,000 - 2
South West - 17 £40,000 - 3
North West - 6 £52,500 - 1
South East +81 5 £65,000 -16.12% 3
Deep Learning
UK

Deep Learning
Top 30 Related IT Skills in England

For the 6 months to 22 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 across the England region with a requirement for Deep Learning.

1 190 (85.59%) Machine Learning
2 150 (67.57%) Python
3 118 (53.15%) Algorithms
4 110 (49.55%) PhD
5 99 (44.59%) Artificial Intelligence
6 97 (43.69%) Java
7 82 (36.94%) C++
8 81 (36.49%) Big Data
9 69 (31.08%) Computer Science
10 68 (30.63%) Analytics
11 56 (25.23%) Scala
12 54 (24.32%) Statistics
13 50 (22.52%) Software Engineering
14 49 (22.07%) Computer Vision
15 44 (19.82%) Degree
16 43 (19.37%) Mathematics
17 42 (18.92%) Apache Spark
18 40 (18.02%) Agile Software Development
19 37 (16.67%) Finance
20 36 (16.22%) Visualisation
21 32 (14.41%) Reinforcement Learning
22 31 (13.96%) Neural Network
22 31 (13.96%) Hadoop
23 30 (13.51%) R
24 27 (12.16%) Games
25 25 (11.26%) Multithreading
26 24 (10.81%) SQL
26 24 (10.81%) Theano
27 23 (10.36%) C#
28 22 (9.91%) Business Intelligence

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 42 (18.92%) Apache Spark
2 9 (4.05%) DNN
3 8 (3.60%) Elasticsearch
4 5 (2.25%) Apache Pig
5 4 (1.80%) SAS
6 3 (1.35%) Tornado
7 1 (0.45%) Apache
Applications
1 4 (1.80%) Adobe Illustrator
1 4 (1.80%) Photoshop
2 1 (0.45%) MS Excel
2 1 (0.45%) Weka
Cloud Services
1 15 (6.76%) Google Cloud Platform
2 12 (5.41%) Cloud Computing
3 7 (3.15%) Amazon AWS
4 4 (1.80%) Adobe Creative Cloud
5 2 (0.90%) Amazon SQS
5 2 (0.90%) SaaS
6 1 (0.45%) Amazon EC2
6 1 (0.45%) Amazon Kinesis
6 1 (0.45%) Amazon S3
6 1 (0.45%) Microsoft Azure
Communications & Networking
1 8 (3.60%) Internet
2 6 (2.70%) HTTP
3 1 (0.45%) Bluetooth
3 1 (0.45%) HTTPS
3 1 (0.45%) Wi-Fi
3 1 (0.45%) Wireless
Database & Business Intelligence
1 81 (36.49%) Big Data
2 31 (13.96%) Hadoop
3 21 (9.46%) Data Mining
3 21 (9.46%) NoSQL
4 11 (4.95%) Apache Hive
5 10 (4.50%) Apache Cassandra
6 9 (4.05%) MongoDB
6 9 (4.05%) Neo4j
6 9 (4.05%) Relational Database
7 8 (3.60%) PostgreSQL
8 6 (2.70%) KDB
9 4 (1.80%) RDBMS
9 4 (1.80%) Triplestore
10 3 (1.35%) Data Warehouse
10 3 (1.35%) Text Mining
11 2 (0.90%) HBase
11 2 (0.90%) Redis
11 2 (0.90%) RethinkDB
11 2 (0.90%) Spotfire
11 2 (0.90%) Sqoop
Development Applications
1 16 (7.21%) Git (software)
2 2 (0.90%) LabVIEW
General
1 37 (16.67%) Finance
2 27 (12.16%) Games
3 12 (5.41%) Advertising
4 9 (4.05%) Marketing
4 9 (4.05%) Telecoms
5 6 (2.70%) Retail
6 4 (1.80%) Banking
6 4 (1.80%) French Language
6 4 (1.80%) German Language
6 4 (1.80%) Russian Language
7 3 (1.35%) Billing
7 3 (1.35%) Front Office
8 2 (0.90%) Pharmaceutical
9 1 (0.45%) Automotive
9 1 (0.45%) Electronics
9 1 (0.45%) Law
9 1 (0.45%) Publishing
Job Titles
1 47 (21.17%) Data Scientist
2 44 (19.82%) Developer
2 44 (19.82%) Machine Learning Engineer
3 33 (14.86%) Software Engineer
4 27 (12.16%) Machine Learning Scientist
5 17 (7.66%) Senior Data Scientist
6 13 (5.86%) Ruby Engineer
7 12 (5.41%) Python Developer
8 10 (4.50%) Computer Engineer
8 10 (4.50%) Computer Vision Engineer
9 8 (3.60%) C++ Developer
9 8 (3.60%) Consultant
10 7 (3.15%) Analytics Consultant
10 7 (3.15%) Big Data Consultant
10 7 (3.15%) Data Consultant
10 7 (3.15%) Hadoop Consultant
11 6 (2.70%) Developer/Software Engineer
11 6 (2.70%) Java Developer
11 6 (2.70%) Research Engineer
11 6 (2.70%) Scala Developer
Libraries, Frameworks & Software Standards
1 24 (10.81%) Theano
2 17 (7.66%) TensorFlow
3 16 (7.21%) Natural Language Processing
4 15 (6.76%) Unity (Game Engine)
5 12 (5.41%) Kafka
6 11 (4.95%) OpenCV
6 11 (4.95%) scikit-learn
7 9 (4.05%) OpenCL
8 8 (3.60%) REST
9 7 (3.15%) Flask
9 7 (3.15%) Pandas
10 6 (2.70%) CSS
10 6 (2.70%) HTML
10 6 (2.70%) RabbitMQ
11 5 (2.25%) Java EE
11 5 (2.25%) Node.js
11 5 (2.25%) NumPy
11 5 (2.25%) React
12 4 (1.80%) D3.js
12 4 (1.80%) Django
Miscellaneous
1 118 (53.15%) Algorithms
2 69 (31.08%) Computer Science
3 15 (6.76%) User Experience
4 9 (4.05%) Analytical Skills
4 9 (4.05%) Robotics
5 6 (2.70%) 3D Graphics
6 5 (2.25%) Augmented Reality
6 5 (2.25%) CUDA
6 5 (2.25%) Data Centre
6 5 (2.25%) Social Network
7 4 (1.80%) Credit Risk
7 4 (1.80%) Digital Media
7 4 (1.80%) Field-Programmable Gate Array
7 4 (1.80%) Graphic Design
7 4 (1.80%) Hybrid Cloud
7 4 (1.80%) Public Cloud
8 3 (1.35%) Client/Server
8 3 (1.35%) Fintech
8 3 (1.35%) Life Science
9 2 (0.90%) Hedge funds
Operating Systems
1 12 (5.41%) Linux
2 6 (2.70%) Unix
Processes & Methodologies
1 190 (85.59%) Machine Learning
2 99 (44.59%) Artificial Intelligence
3 68 (30.63%) Analytics
4 54 (24.32%) Statistics
5 50 (22.52%) Software Engineering
6 49 (22.07%) Computer Vision
7 43 (19.37%) Mathematics
8 40 (18.02%) Agile Software Development
9 36 (16.22%) Visualisation
10 32 (14.41%) Reinforcement Learning
11 31 (13.96%) Neural Network
12 25 (11.26%) Multithreading
13 22 (9.91%) Actionable Insight
13 22 (9.91%) Business Intelligence
14 20 (9.01%) Data Analysis
14 20 (9.01%) Predictive Modelling
15 18 (8.11%) Risk Management
16 16 (7.21%) Distributed Algorithms
16 16 (7.21%) Open Source
17 15 (6.76%) Microservices
Programming Languages
1 150 (67.57%) Python
2 97 (43.69%) Java
3 82 (36.94%) C++
4 56 (25.23%) Scala
5 30 (13.51%) R
6 24 (10.81%) SQL
7 23 (10.36%) C#
8 21 (9.46%) C
9 14 (6.31%) Ruby
10 12 (5.41%) JavaScript
11 7 (3.15%) MATLAB
12 6 (2.70%) Fortran
13 3 (1.35%) Lua
13 3 (1.35%) Perl
14 2 (0.90%) Apex Code
14 2 (0.90%) Go
15 1 (0.45%) Embedded C
15 1 (0.45%) Julia
15 1 (0.45%) SOQL
Qualifications
1 110 (49.55%) PhD
2 44 (19.82%) Degree
3 5 (2.25%) Security Cleared
Quality Assurance & Compliance
1 5 (2.25%) QA
System Software
1 9 (4.05%) Docker
2 3 (1.35%) HDFS
3 2 (0.90%) Apache Flume
4 1 (0.45%) Firmware
Systems Management
1 2 (0.90%) Kubernetes
1 2 (0.90%) Oozie
Vendors
1 16 (7.21%) Google
2 5 (2.25%) Microsoft
3 4 (1.80%) Adobe
3 4 (1.80%) Apple
4 3 (1.35%) Tableau
5 2 (0.90%) Salesforce.com
6 1 (0.45%) Intel
South East London
Client Server
Salary: £50k to £65k + benefits
Posted: Yesterday
Cambridge, Cambridgeshire
ECM Selection
Salary: £Excellent
Posted: Yesterday
Bristol, Avon
Understanding Recruitment
Salary: £35000 - £40000 per annum + stock options.
Posted: 2 days ago
City, London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £60000 - £75000 Per Annum + benfits
Posted: 2 days ago
Bristol, Avon
Understanding Recruitment
Salary: £75000 - £85000 per annum + bens
Posted: 2 days ago
London
Client Server
Salary: £35k to £50k + options
Posted: Yesterday
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £75000 - £85000 per annum + bens
Posted: 2 days ago
Slough, Berkshire
RBW Consulting
Salary: From £55,000 to £75,000 per annum + Bonus + Car Allowance
Posted: 2 days ago
Slough, Berkshire
RBW Consulting
Salary: From £55,000 to £75,000 per annum + Bonus + Car Allowance
Posted: 2 days ago
London
IT Connections
Salary: to £60000
Posted: 4 days ago
London
Parallel Consulting
Salary: £55000 - £80000 per annum + Stock options pension health
Posted: 6 days ago
London
TRG
Salary: 60000-75000 Per Annum + benfits
Posted: 9 days ago
City of London
CPS Group Limited
Posted: 8 days ago
Old Street, London
Network Compucare
Salary: £50,000 - £75,000 per year
Posted: 15 days ago
London
ABILITY Resorucing Ltd
Salary: £55000 - £90000 per annum + Bonus, Options, Pension, Health
Posted: 19 days ago
City, London
CognitionX
Salary: From £50,000 to £95,000 per annum
Posted: 25 days ago
City, London
CognitionX
Salary: From £45,000 to £95,000 per annum
Posted: 22 days ago
Manchester
Cathcart Associates
Salary: £25000 - £40000 per annum + flexible hours
Posted: 23 days ago
London
Client Server
Salary: £45k to £65k + bonus + benefits
Posted: 21 days ago
Oxford
Recruitment Genius Ltd
Salary: £30000 - £50000 per annum
Posted: 22 days ago
London
Client Server
Salary: £40,000 to £50,000 + options
Posted: 21 days ago
London
ABILITY Resorucing Ltd
Salary: £65000 - £80000 per annum + Bonus, Options, Pension, Health
Posted: 23 days ago