The following table provides summary statistics for permanent job vacancies advertised in England 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 25 June 2017 with a comparison to the same period in the previous 2 years.

Neural Networks
UK / England
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 766 841 903
Rank change year-on-year +75 +62  
Permanent jobs citing Neural Network 97 74 58
As % of all permanent IT jobs advertised in England 0.12% 0.081% 0.056%
As % of the Processes & Methodologies category 0.13% 0.091% 0.064%
Number of salaries quoted 86 54 45
Median salary £67,500 £52,500 £67,500
Median salary % change year-on-year +28.57% -22.22%  
90% offered a salary of more than £42,500 £35,000 £39,500
10% offered a salary of more than £100,000 £77,500 £128,000
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 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 74281 81140 91281
As % of all permanent IT job vacancies advertised in England 89.70% 88.99% 87.96%
Number of salaries quoted 60243 68634 75471
Median salary £52,000 £50,000 £50,000
Median salary % change year-on-year +4.00% -  
90% offered a salary of more than £32,500 £32,500 £32,000
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 in England

The job posting trend of jobs advertised in England 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 England

Neural Network
Salary Trend in England

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

Salary trend for Neural Network in England

Neural Network
Salary Histogram in England

The salary distribution of IT jobs citing Neural Network in England over the 3 months to 25 June 2017.

Salary histogram for Neural Network in England

Neural Network
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Neural Network within the England region over the 3 months to 25 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
London +37 56 £70,000 +16.66% 3
East of England +21 23 £80,000 +77.77% 3
North West -27 13 £50,000 +25.00% 1
South East +48 4 £50,000 +42.85%
Yorkshire +9 1 £32,500 +25.00% 1
Neural Network
UK

For the 6 months to 25 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 across the England region with a requirement for Neural Network.

1 155 (90.12%) Machine Learning
2 129 (75.00%) Python
3 93 (54.07%) PhD
4 78 (45.35%) Algorithms
5 77 (44.77%) Deep Learning
6 72 (41.86%) R
7 68 (39.53%) Java
8 67 (38.95%) Analytics
9 63 (36.63%) Computer Science
10 61 (35.47%) Artificial Intelligence
11 57 (33.14%) Mathematics
12 56 (32.56%) Statistics
12 56 (32.56%) SQL
12 56 (32.56%) Big Data
13 51 (29.65%) Natural Language Processing
14 50 (29.07%) C++
15 46 (26.74%) Computer Vision
16 44 (25.58%) Hadoop
17 39 (22.67%) MATLAB
17 39 (22.67%) Software Engineering
18 38 (22.09%) Degree
19 37 (21.51%) Physics
20 35 (20.35%) Data Mining
21 30 (17.44%) Scala
21 30 (17.44%) Decision Tree
22 29 (16.86%) Bayesian Methods
22 29 (16.86%) Finance
23 28 (16.28%) Analytical Skills
24 27 (15.70%) Visualisation
25 26 (15.12%) Logistic Regression

Neural Network
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 20 (11.63%) Apache Spark
2 18 (10.47%) SAS
3 12 (6.98%) DNN
4 9 (5.23%) Apache
5 6 (3.49%) Apache Pig
6 3 (1.74%) Tomcat
7 1 (0.58%) Jupyter
Applications
1 4 (2.33%) SPSS
2 2 (1.16%) Gephi
3 1 (0.58%) Chatbot
3 1 (0.58%) Weka
Cloud Services
1 4 (2.33%) Amazon AWS
2 2 (1.16%) Amazon SQS
2 2 (1.16%) Microsoft Azure
3 1 (0.58%) Amazon EMR
3 1 (0.58%) OpenShift
3 1 (0.58%) PaaS
3 1 (0.58%) Twilio
Communications & Networking
1 5 (2.91%) Internet
Database & Business Intelligence
1 56 (32.56%) Big Data
2 44 (25.58%) Hadoop
3 35 (20.35%) Data Mining
4 25 (14.53%) Apache Hive
5 19 (11.05%) Text Mining
6 17 (9.88%) NoSQL
7 9 (5.23%) HBase
7 9 (5.23%) MongoDB
7 9 (5.23%) Relational Database
8 6 (3.49%) Apache Cassandra
8 6 (3.49%) CouchDB
8 6 (3.49%) PostgreSQL
9 4 (2.33%) IBM BigInsights
9 4 (2.33%) IBM InfoSphere
9 4 (2.33%) Impala
10 3 (1.74%) Couchbase
10 3 (1.74%) QlikView
10 3 (1.74%) SQL Server
11 2 (1.16%) MySQL
11 2 (1.16%) Redis
Development Applications
1 17 (9.88%) Git (software)
2 3 (1.74%) CMake
2 3 (1.74%) CodeNarc
2 3 (1.74%) GitLab
2 3 (1.74%) Jenkins
2 3 (1.74%) Spock
General
1 29 (16.86%) Finance
2 13 (7.56%) Games
3 10 (5.81%) Retail
3 10 (5.81%) Telecoms
4 9 (5.23%) Marketing
5 5 (2.91%) Banking
6 4 (2.33%) Investment Banking
7 2 (1.16%) Front Office
7 2 (1.16%) Military
8 1 (0.58%) Electronics
8 1 (0.58%) Wholesale Banking
Job Titles
1 75 (43.60%) Data Scientist
2 25 (14.53%) Machine Learning Engineer
3 19 (11.05%) Machine Learning Scientist
4 16 (9.30%) Computer Engineer
5 15 (8.72%) Software Engineer
6 14 (8.14%) Computer Vision Engineer
6 14 (8.14%) Machine Learning Researcher
7 13 (7.56%) Developer
7 13 (7.56%) Senior Data Scientist
8 10 (5.81%) Software Developer
9 6 (3.49%) Machine Learning Developer
10 5 (2.91%) Computer Vision Developer
10 5 (2.91%) Project Manager
11 4 (2.33%) Algorithm Engineer
11 4 (2.33%) Graduate
11 4 (2.33%) Java Engineer
11 4 (2.33%) Research Manager
12 3 (1.74%) C++ Software Engineer
12 3 (1.74%) Consultant
12 3 (1.74%) Junior Data Scientist
Libraries, Frameworks & Software Standards
1 51 (29.65%) Natural Language Processing
2 19 (11.05%) TensorFlow
3 16 (9.30%) Theano
4 12 (6.98%) OpenCV
5 11 (6.40%) Unity (Game Engine)
6 9 (5.23%) Torch
7 8 (4.65%) D3.js
8 5 (2.91%) Keras
9 4 (2.33%) ggplot
10 3 (1.74%) .NET
10 3 (1.74%) FFmpeg
10 3 (1.74%) Grails
10 3 (1.74%) jOOQ
10 3 (1.74%) Kafka
10 3 (1.74%) PySpark
10 3 (1.74%) RabbitMQ
10 3 (1.74%) REST
10 3 (1.74%) RxJS
10 3 (1.74%) Spring
11 2 (1.16%) Django
Miscellaneous
1 78 (45.35%) Algorithms
2 63 (36.63%) Computer Science
3 28 (16.28%) Analytical Skills
4 19 (11.05%) Greenfield Project
5 13 (7.56%) Fintech
6 9 (5.23%) Social Network
7 5 (2.91%) Data Structures
8 4 (2.33%) Management Information System
8 4 (2.33%) NHS
9 3 (1.74%) User Experience
9 3 (1.74%) Virtual Team
10 2 (1.16%) Client/Server
10 2 (1.16%) CUDA
10 2 (1.16%) Internet of Things
10 2 (1.16%) Social Media
11 1 (0.58%) Augmented Reality
11 1 (0.58%) Fixed Income
11 1 (0.58%) Hedge funds
11 1 (0.58%) Robotics
11 1 (0.58%) Smart City
Operating Systems
1 17 (9.88%) Linux
2 3 (1.74%) Debian
2 3 (1.74%) Ubuntu
2 3 (1.74%) Unix
3 2 (1.16%) Windows
Processes & Methodologies
1 155 (90.12%) Machine Learning
2 77 (44.77%) Deep Learning
3 67 (38.95%) Analytics
4 61 (35.47%) Artificial Intelligence
5 57 (33.14%) Mathematics
6 56 (32.56%) Statistics
7 46 (26.74%) Computer Vision
8 39 (22.67%) Software Engineering
9 37 (21.51%) Physics
10 30 (17.44%) Decision Tree
11 29 (16.86%) Bayesian Methods
12 27 (15.70%) Visualisation
13 26 (15.12%) Logistic Regression
13 26 (15.12%) Reinforcement Learning
14 25 (14.53%) Agile Software Development
15 24 (13.95%) Data Analysis
16 23 (13.37%) Data Visualisation
16 23 (13.37%) Predictive Modelling
17 22 (12.79%) Economics
18 20 (11.63%) Probabilistic Modelling
Programming Languages
1 129 (75.00%) Python
2 72 (41.86%) R
3 68 (39.53%) Java
4 56 (32.56%) SQL
5 50 (29.07%) C++
6 39 (22.67%) MATLAB
7 30 (17.44%) Scala
8 18 (10.47%) Julia
9 9 (5.23%) C#
10 7 (4.07%) JavaScript
11 6 (3.49%) Ruby
12 5 (2.91%) C
12 5 (2.91%) Perl
13 4 (2.33%) Haskell
13 4 (2.33%) Kotlin
14 3 (1.74%) ES6
14 3 (1.74%) Groovy
14 3 (1.74%) Shell Script
15 2 (1.16%) Go
15 2 (1.16%) T-SQL
Qualifications
1 93 (54.07%) PhD
2 38 (22.09%) Degree
3 11 (6.40%) Numerate Degree
4 5 (2.91%) Postgraduate
5 3 (1.74%) Computer Science Degree
6 1 (0.58%) Master's Degree
Quality Assurance & Compliance
1 1 (0.58%) QA
System Software
1 10 (5.81%) HDFS
2 3 (1.74%) Docker
Systems Management
1 3 (1.74%) Ansible
2 2 (1.16%) Kubernetes
Vendors
1 14 (8.14%) Oracle
2 11 (6.40%) Cloudera
3 10 (5.81%) Hortonworks
3 10 (5.81%) MapR
4 8 (4.65%) IBM
4 8 (4.65%) Microsoft
5 5 (2.91%) Apple
6 4 (2.33%) Greenplum
7 3 (1.74%) Google
8 2 (1.16%) Tableau
9 1 (0.58%) Hitachi
9 1 (0.58%) Lattice Semiconductor
Cambridge, Cambridgeshire
ECM Selection
Salary: to £70k (DoE) + top benefits & bonus
Posted: 3 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £60k DoE plus stock options
Posted: 3 days ago
Bristol, Avon
ECM Selection
Salary: to £60k DoE plus stock options
Posted: 3 days ago
Bristol, Avon
ECM Selection
Salary: £Excellent + benefits + options
Posted: 3 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £60000 - £100000 per annum + bens
Posted: 6 days ago
North London
Understanding Recruitment
Salary: £60000 - £65000 per annum + bens
Posted: 6 days ago
City, London
Understanding Recruitment
Salary: £80000 - £100000 per annum + shares
Posted: 6 days ago
Leeds
Cathcart Associates
Salary: £25000 - £45000 per annum
Posted: 19 days ago
Manchester
Cathcart Associates
Salary: £27000 - £42000 per annum
Posted: 19 days ago