The following table provides summary statistics for permanent job vacancies with a requirement for Neural Network skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Neural Network over the 3 months to 24 June 2017 with a comparison to the same period in the previous 2 years.

Neural Networks
UK
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 779 847 913
Rank change year-on-year +68 +66  
Permanent jobs citing Neural Network 104 76 62
As % of all permanent IT jobs advertised in the UK 0.12% 0.077% 0.056%
As % of the Processes & Methodologies category 0.13% 0.087% 0.064%
Number of salaries quoted 92 56 49
Median salary £65,000 £52,500 £67,500
Median salary % change year-on-year +23.80% -22.22%  
90% offered a salary of more than £45,000 £35,000 £36,956
10% offered a salary of more than £100,000 £77,500 £116,000
UK excluding London median salary £60,000 £40,000 £37,500
% change year-on-year +50.00% +6.66%  

Neural Network 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 with a requirement for process and methodology skills.

Process & Methodology Skills
UK
Permanent job vacancies with a requirement for process and methodology skills 78925 87582 97637
As % of all permanent IT job vacancies advertised in the UK 89.72% 88.95% 88.02%
Number of salaries quoted 63638 73140 79819
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £80,000 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Neural Network
Job Vacancy Trend

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

Job vacancy trend for Neural Network in the UK

Neural Network
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Neural Network.

Salary trend for Neural Network in the UK

Neural Network
Salary Histogram

The salary distribution of IT jobs citing Neural Network over the 3 months to 24 June 2017.

Salary histogram for Neural Network in the UK

Neural Network
Top 28 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Neural Network within the UK over the 3 months to 24 June 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 +74 97 £67,500 +28.57% 10
London +40 56 £70,000 +16.66% 3
East of England +15 23 £80,000 +77.77% 3
Cambridgeshire +6 21 £80,000 +77.77% 3
Cambridge - 21 £80,000 - 3
North West -28 13 £50,000 +25.00% 1
Manchester -17 9 £50,000 +25.00% 1
South East +39 4 £50,000 +42.85%
Cheshire - 4 - -
Knutsford - 4 - -
South Wales +20 2 £65,000 +52.94%
Wales +11 2 £65,000 +52.94%
Cardiff - 2 £65,000 -
Milton Keynes - 2 £52,500 -
Buckinghamshire - 2 £52,500 -
City of London +18 1 - - 1
Oxfordshire +16 1 £37,500 -6.25%
West Yorkshire +10 1 £32,500 +25.00% 1
Oxford +5 1 £37,500 -6.25%
Leeds +4 1 £32,500 +25.00% 1
Yorkshire 0 1 £32,500 +25.00% 1
Hertfordshire -3 1 £62,500 +4.16%
Scotland - 1 - - 1
Norfolk - 1 £60,000 -
Norwich - 1 £60,000 -
Berkshire - 1 - -
Potters Bar - 1 £62,500 -
Glasgow - 1 - - 1

For the 6 months to 24 June 2017, IT jobs citing Neural Network 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 Neural Network.

1 162 (89.50%) Machine Learning
2 136 (75.14%) Python
3 98 (54.14%) PhD
4 84 (46.41%) Algorithms
5 80 (44.20%) Deep Learning
6 79 (43.65%) R
7 72 (39.78%) Analytics
8 68 (37.57%) Java
9 64 (35.36%) Computer Science
10 62 (34.25%) Artificial Intelligence
10 62 (34.25%) Big Data
11 59 (32.60%) SQL
12 58 (32.04%) Mathematics
13 57 (31.49%) Statistics
14 52 (28.73%) C++
15 51 (28.18%) Natural Language Processing
16 48 (26.52%) Computer Vision
17 44 (24.31%) Hadoop
18 41 (22.65%) Degree
19 40 (22.10%) Software Engineering
20 39 (21.55%) Data Mining
20 39 (21.55%) MATLAB
21 37 (20.44%) Physics
22 35 (19.34%) Decision Tree
23 31 (17.13%) Finance
24 30 (16.57%) Logistic Regression
24 30 (16.57%) Agile Software Development
24 30 (16.57%) Scala
24 30 (16.57%) Bayesian Methods
25 29 (16.02%) Analytical Skills

Neural Network
Co-occurring 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 25 (13.81%) SAS
2 24 (13.26%) Apache Spark
3 12 (6.63%) DNN
4 9 (4.97%) Apache
5 6 (3.31%) Apache Pig
6 3 (1.66%) Tomcat
7 1 (0.55%) Jupyter
Applications
1 4 (2.21%) SPSS
2 2 (1.10%) Gephi
3 1 (0.55%) Chatbot
3 1 (0.55%) Weka
Cloud Services
1 6 (3.31%) Microsoft Azure
2 4 (2.21%) Amazon AWS
3 2 (1.10%) Amazon SQS
4 1 (0.55%) Amazon EMR
4 1 (0.55%) OpenShift
4 1 (0.55%) PaaS
4 1 (0.55%) Twilio
Communications & Networking
1 5 (2.76%) Internet
Database & Business Intelligence
1 62 (34.25%) Big Data
2 44 (24.31%) Hadoop
3 39 (21.55%) Data Mining
4 29 (16.02%) Apache Hive
5 23 (12.71%) Text Mining
6 17 (9.39%) NoSQL
7 9 (4.97%) HBase
7 9 (4.97%) MongoDB
7 9 (4.97%) Relational Database
8 6 (3.31%) Apache Cassandra
8 6 (3.31%) CouchDB
8 6 (3.31%) PostgreSQL
9 4 (2.21%) IBM BigInsights
9 4 (2.21%) IBM InfoSphere
9 4 (2.21%) Impala
9 4 (2.21%) KNIME
9 4 (2.21%) STATISTICA
10 3 (1.66%) Couchbase
10 3 (1.66%) QlikView
10 3 (1.66%) SQL Server
Development Applications
1 17 (9.39%) Git (software)
2 3 (1.66%) CMake
2 3 (1.66%) CodeNarc
2 3 (1.66%) GitLab
2 3 (1.66%) Jenkins
2 3 (1.66%) Spock
General
1 31 (17.13%) Finance
2 17 (9.39%) Games
3 10 (5.52%) Retail
3 10 (5.52%) Telecoms
4 9 (4.97%) Marketing
5 5 (2.76%) Banking
6 4 (2.21%) Investment Banking
7 2 (1.10%) Front Office
7 2 (1.10%) Military
8 1 (0.55%) Electronics
8 1 (0.55%) Wholesale Banking
Job Titles
1 82 (45.30%) Data Scientist
2 25 (13.81%) Machine Learning Engineer
3 19 (10.50%) Machine Learning Scientist
4 16 (8.84%) Computer Engineer
5 15 (8.29%) Software Engineer
6 14 (7.73%) Computer Vision Engineer
6 14 (7.73%) Machine Learning Researcher
7 13 (7.18%) Developer
7 13 (7.18%) Senior Data Scientist
8 10 (5.52%) Software Developer
9 6 (3.31%) Machine Learning Developer
10 5 (2.76%) Computer Vision Developer
10 5 (2.76%) Project Manager
11 4 (2.21%) Algorithm Engineer
11 4 (2.21%) Graduate
11 4 (2.21%) Java Engineer
11 4 (2.21%) Research Manager
12 3 (1.66%) Computer Scientist
12 3 (1.66%) Computer Vision Scientist
12 3 (1.66%) Data Engineer
Libraries, Frameworks & Software Standards
1 51 (28.18%) Natural Language Processing
2 19 (10.50%) TensorFlow
3 16 (8.84%) Theano
4 12 (6.63%) OpenCV
4 12 (6.63%) Unity (Game Engine)
5 9 (4.97%) Torch
6 8 (4.42%) D3.js
7 5 (2.76%) Keras
8 4 (2.21%) ggplot
8 4 (2.21%) Velocity
9 3 (1.66%) .NET
9 3 (1.66%) FFmpeg
9 3 (1.66%) Grails
9 3 (1.66%) jOOQ
9 3 (1.66%) Kafka
9 3 (1.66%) PySpark
9 3 (1.66%) RabbitMQ
9 3 (1.66%) REST
9 3 (1.66%) RxJS
9 3 (1.66%) Spring
Miscellaneous
1 84 (46.41%) Algorithms
2 64 (35.36%) Computer Science
3 29 (16.02%) Analytical Skills
4 20 (11.05%) Greenfield Project
5 13 (7.18%) Fintech
6 9 (4.97%) Social Network
7 5 (2.76%) Data Structures
8 4 (2.21%) Management Information System
8 4 (2.21%) NHS
9 3 (1.66%) User Experience
9 3 (1.66%) Virtual Team
10 2 (1.10%) Augmented Reality
10 2 (1.10%) Client/Server
10 2 (1.10%) CUDA
10 2 (1.10%) Internet of Things
10 2 (1.10%) Social Media
11 1 (0.55%) Fixed Income
11 1 (0.55%) Hedge funds
11 1 (0.55%) Robotics
11 1 (0.55%) Smart City
Operating Systems
1 19 (10.50%) Linux
2 4 (2.21%) Windows
3 3 (1.66%) Debian
3 3 (1.66%) Ubuntu
3 3 (1.66%) Unix
Processes & Methodologies
1 162 (89.50%) Machine Learning
2 80 (44.20%) Deep Learning
3 72 (39.78%) Analytics
4 62 (34.25%) Artificial Intelligence
5 58 (32.04%) Mathematics
6 57 (31.49%) Statistics
7 48 (26.52%) Computer Vision
8 40 (22.10%) Software Engineering
9 37 (20.44%) Physics
10 35 (19.34%) Decision Tree
11 30 (16.57%) Agile Software Development
11 30 (16.57%) Bayesian Methods
11 30 (16.57%) Logistic Regression
12 28 (15.47%) Visualisation
13 26 (14.36%) Reinforcement Learning
14 24 (13.26%) Data Analysis
14 24 (13.26%) Data Visualisation
14 24 (13.26%) Predictive Modelling
15 22 (12.15%) Economics
16 21 (11.60%) Predictive Analytics
Programming Languages
1 136 (75.14%) Python
2 79 (43.65%) R
3 68 (37.57%) Java
4 59 (32.60%) SQL
5 52 (28.73%) C++
6 39 (21.55%) MATLAB
7 30 (16.57%) Scala
8 18 (9.94%) Julia
9 9 (4.97%) C#
10 7 (3.87%) JavaScript
11 6 (3.31%) Ruby
12 5 (2.76%) C
12 5 (2.76%) Perl
13 4 (2.21%) Haskell
13 4 (2.21%) Kotlin
14 3 (1.66%) ES6
14 3 (1.66%) Groovy
14 3 (1.66%) Shell Script
15 2 (1.10%) T-SQL
15 2 (1.10%) VB
Qualifications
1 98 (54.14%) PhD
2 41 (22.65%) Degree
3 11 (6.08%) Numerate Degree
4 5 (2.76%) Postgraduate
5 3 (1.66%) Computer Science Degree
6 1 (0.55%) Master's Degree
Quality Assurance & Compliance
1 1 (0.55%) QA
System Software
1 10 (5.52%) HDFS
2 3 (1.66%) Docker
Systems Management
1 3 (1.66%) Ansible
2 2 (1.10%) Kubernetes
Vendors
1 14 (7.73%) Oracle
2 11 (6.08%) Cloudera
3 10 (5.52%) Hortonworks
3 10 (5.52%) MapR
4 8 (4.42%) IBM
4 8 (4.42%) Microsoft
5 5 (2.76%) Apple
6 4 (2.21%) Google
6 4 (2.21%) Greenplum
7 2 (1.10%) Tableau
8 1 (0.55%) Hitachi
8 1 (0.55%) Intel
8 1 (0.55%) Lattice Semiconductor
Cambridge, Cambridgeshire
ECM Selection
Salary: to £70k (DoE) + top benefits & bonus
Posted: Yesterday
Cambridge, Cambridgeshire
ECM Selection
Salary: to £60k DoE plus stock options
Posted: Yesterday
Bristol, Avon
ECM Selection
Salary: to £60k DoE plus stock options
Posted: Yesterday
Bristol, Avon
ECM Selection
Salary: £Excellent + benefits + options
Posted: Yesterday
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £60000 - £100000 per annum + bens
Posted: 4 days ago
North London
Understanding Recruitment
Salary: £60000 - £65000 per annum + bens
Posted: 5 days ago
City, London
Understanding Recruitment
Salary: £80000 - £100000 per annum + shares
Posted: 5 days ago
Glasgow
Cathcart Associates
Salary: Benefits
Posted: 18 days ago
Leeds
Cathcart Associates
Salary: £25000 - £45000 per annum
Posted: 17 days ago
Manchester
Cathcart Associates
Salary: £27000 - £42000 per annum
Posted: 17 days ago