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 30 March 2017 with a comparison to the same period in the previous 2 years.

Neural Networks
UK
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 773 876 922
Rank change year-on-year +103 +46  
Permanent jobs citing Neural Network 79 74 47
As % of all permanent IT jobs advertised in the UK 0.092% 0.071% 0.044%
As % of the Processes & Methodologies category 0.10% 0.080% 0.050%
Number of salaries quoted 59 60 38
Median salary £65,000 £75,000 £72,500
Median salary % change year-on-year -13.33% +3.44%  
90% offered a salary of more than £40,000 £50,000 £41,750
10% offered a salary of more than £80,000 £85,250 £87,500
UK excluding London median salary £61,250 £72,500 £52,500
% change year-on-year -15.51% +38.09%  

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 76216 92627 93645
As % of all permanent IT job vacancies advertised in the UK 89.14% 88.57% 86.99%
Number of salaries quoted 62695 76706 75786
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 £77,500 £75,000 £75,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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 30 March 2017.

Salary histogram for Neural Network in the UK

Neural Network
Top 26 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 30 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
England +79 77 £65,000 -13.33% 13
London +28 28 £67,500 -10.00% 8
East of England +54 23 £60,000 -22.58% 4
North West - 10 £46,250 -
Manchester - 10 £46,250 -
Potters Bar - 9 £60,000 -
Hertfordshire - 9 £60,000 -
South East +66 8 £70,000 -3.44%
South West +38 7 £80,000 +60.00%
Cambridgeshire +16 6 £77,500 - 4
Cambridge +8 6 £77,500 - 4
Bristol +5 6 £80,000 +60.00%
Norwich - 6 £56,750 -
Norfolk - 6 £56,750 -
Surrey +52 4 - -
Oxfordshire +3 4 £70,000 -6.66%
Staines - 4 - -
Oldham - 4 - -
City of London +29 2 £56,250 -22.41% 3
Oxford +1 2 £55,000 -26.66%
Bedfordshire - 2 - -
Edinburgh - 2 £21,500 -
Scotland - 2 £21,500 -
Street - 1 £75,000 -
Somerset - 1 £75,000 -
Yorkshire - 1 £47,500 -

For the 6 months to 30 March 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.

1 101 (86.32%) Machine Learning
2 87 (74.36%) Python
3 55 (47.01%) PhD
3 55 (47.01%) Algorithms
4 49 (41.88%) Analytics
5 48 (41.03%) C++
6 43 (36.75%) Computer Science
7 42 (35.90%) Mathematics
7 42 (35.90%) Deep Learning
8 41 (35.04%) R
9 40 (34.19%) Computer Vision
10 36 (30.77%) Java
11 35 (29.91%) Degree
12 34 (29.06%) Statistics
13 30 (25.64%) Software Engineering
14 28 (23.93%) Data Mining
14 28 (23.93%) Hadoop
15 26 (22.22%) Big Data
15 26 (22.22%) Artificial Intelligence
16 24 (20.51%) SQL
16 24 (20.51%) Scala
17 22 (18.80%) Statistical Modelling
18 21 (17.95%) Bayesian Methods
18 21 (17.95%) SAS
18 21 (17.95%) MATLAB
19 20 (17.09%) Analytical Skills
20 19 (16.24%) Decision Tree
21 18 (15.38%) Cluster Analysis
22 17 (14.53%) Logistic Regression
22 17 (14.53%) C

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 21 (17.95%) SAS
2 12 (10.26%) Apache Spark
3 11 (9.40%) DNN
4 7 (5.98%) Apache
5 5 (4.27%) Apache Pig
Applications
1 13 (11.11%) Stata
2 4 (3.42%) SPSS
3 1 (0.85%) Simulink
Cloud Services
1 3 (2.56%) Amazon AWS
2 2 (1.71%) Amazon SQS
Communications & Networking
1 1 (0.85%) Internet
Database & Business Intelligence
1 28 (23.93%) Data Mining
1 28 (23.93%) Hadoop
2 26 (22.22%) Big Data
3 14 (11.97%) NoSQL
4 11 (9.40%) Text Mining
5 10 (8.55%) Apache Hive
6 8 (6.84%) Relational Database
7 5 (4.27%) HBase
8 4 (3.42%) MongoDB
8 4 (3.42%) SQL Server
9 3 (2.56%) Apache Cassandra
9 3 (2.56%) CouchDB
9 3 (2.56%) Neo4j
9 3 (2.56%) PostgreSQL
10 2 (1.71%) IBM BigInsights
10 2 (1.71%) IBM InfoSphere
10 2 (1.71%) Redis
10 2 (1.71%) RethinkDB
11 1 (0.85%) Power BI
11 1 (0.85%) Qlik Sense
Development Applications
1 12 (10.26%) Git (software)
General
1 14 (11.97%) Finance
2 11 (9.40%) Games
3 6 (5.13%) Retail
3 6 (5.13%) Telecoms
4 4 (3.42%) Marketing
5 2 (1.71%) Front Office
5 2 (1.71%) Multimedia
6 1 (0.85%) Electronics
6 1 (0.85%) Manufacturing
Job Titles
1 55 (47.01%) Data Scientist
2 18 (15.38%) Machine Learning Engineer
3 15 (12.82%) Software Engineer
4 13 (11.11%) Computer Engineer
5 11 (9.40%) Computer Vision Engineer
6 9 (7.69%) Hardware Engineer
6 9 (7.69%) Machine Learning Scientist
7 4 (3.42%) Algorithm Engineer
7 4 (3.42%) Computer Scientist
7 4 (3.42%) Computer Vision Scientist
7 4 (3.42%) Developer
7 4 (3.42%) Image Processing Scientist
8 3 (2.56%) C++ Software Engineer
8 3 (2.56%) Design Engineer
8 3 (2.56%) Hardware Design Engineer
8 3 (2.56%) Hardware Verification Engineer
8 3 (2.56%) Senior Data Scientist
8 3 (2.56%) Verification Engineer
9 2 (1.71%) .NET Developer
9 2 (1.71%) Data Modeller
Libraries, Frameworks & Software Standards
1 15 (12.82%) Natural Language Processing
2 13 (11.11%) Unity (Game Engine)
3 12 (10.26%) OpenCV
3 12 (10.26%) Theano
4 4 (3.42%) TensorFlow
5 3 (2.56%) .NET
5 3 (2.56%) AngularJS
5 3 (2.56%) Twitter Bootstrap
5 3 (2.56%) WCF
5 3 (2.56%) WPF
6 2 (1.71%) SparkR
7 1 (0.85%) D3.js
7 1 (0.85%) HTML
7 1 (0.85%) OpenMP
7 1 (0.85%) Velocity
7 1 (0.85%) WinForms
Miscellaneous
1 55 (47.01%) Algorithms
2 43 (36.75%) Computer Science
3 20 (17.09%) Analytical Skills
4 6 (5.13%) Field-Programmable Gate Array
4 6 (5.13%) Social Network
5 4 (3.42%) Data Structures
6 3 (2.56%) ASIC
6 3 (2.56%) Augmented Reality
6 3 (2.56%) Client/Server
6 3 (2.56%) Device Driver
6 3 (2.56%) Fintech
6 3 (2.56%) Management Information System
6 3 (2.56%) Verilog
7 2 (1.71%) Hedge funds
8 1 (0.85%) Fixed Income
8 1 (0.85%) Internet of Things
8 1 (0.85%) Social Media
Operating Systems
1 16 (13.68%) Linux
2 5 (4.27%) Windows
Processes & Methodologies
1 101 (86.32%) Machine Learning
2 49 (41.88%) Analytics
3 42 (35.90%) Deep Learning
3 42 (35.90%) Mathematics
4 40 (34.19%) Computer Vision
5 34 (29.06%) Statistics
6 30 (25.64%) Software Engineering
7 26 (22.22%) Artificial Intelligence
8 22 (18.80%) Statistical Modelling
9 21 (17.95%) Bayesian Methods
10 19 (16.24%) Decision Tree
11 18 (15.38%) Cluster Analysis
12 17 (14.53%) Logistic Regression
13 16 (13.68%) Agile Software Development
13 16 (13.68%) Data Visualisation
13 16 (13.68%) Reinforcement Learning
13 16 (13.68%) Visualisation
14 14 (11.97%) Predictive Modelling
15 13 (11.11%) Data Analytics
16 12 (10.26%) Data Analysis
Programming Languages
1 87 (74.36%) Python
2 48 (41.03%) C++
3 41 (35.04%) R
4 36 (30.77%) Java
5 24 (20.51%) Scala
5 24 (20.51%) SQL
6 21 (17.95%) MATLAB
7 17 (14.53%) C
8 14 (11.97%) Perl
9 9 (7.69%) Tcl
10 5 (4.27%) C#
11 3 (2.56%) JavaScript
11 3 (2.56%) T-SQL
11 3 (2.56%) VBA
12 2 (1.71%) Fortran
12 2 (1.71%) Go
12 2 (1.71%) VB
13 1 (0.85%) Cypher
13 1 (0.85%) Ruby
Qualifications
1 55 (47.01%) PhD
2 35 (29.91%) Degree
3 9 (7.69%) Postgraduate
Quality Assurance & Compliance
1 3 (2.56%) Data Quality
2 1 (0.85%) QA
System Software
1 6 (5.13%) HDFS
2 2 (1.71%) Docker
Systems Management
1 2 (1.71%) Kubernetes
Vendors
1 10 (8.55%) Oracle
2 7 (5.98%) Microsoft
3 5 (4.27%) Apple
4 4 (3.42%) Cloudera
4 4 (3.42%) Hortonworks
4 4 (3.42%) MapR
5 3 (2.56%) Google
5 3 (2.56%) IBM
5 3 (2.56%) Intel
6 2 (1.71%) Greenplum
7 1 (0.85%) Hitachi
7 1 (0.85%) Tableau
City of London
ABILITY Resorucing Ltd
Salary: £60000 - £80000 per annum
Posted: 2 days ago
City, London
Networking People
Salary: £50000 - £65000 per annum + Share Options + Excellent Benefits
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £40,000 - £80,000 + extensive benefits package
Posted: Yesterday
East London
Understanding Recruitment
Salary: £70000 - £80000 per annum + equity
Posted: 3 days ago
North London
Understanding Recruitment
Salary: £60000 - £65000 per annum + bens
Posted: 3 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £60k DoE + options
Posted: 5 days ago
Cambridge, Cambridgeshire
Softweb Resourcing Limited
Salary: From £30,000 to £50,000 per annum Stock Options + More
Posted: 5 days ago
Durham, County Durham
Sanderson
Salary: £50000.00 per annum
Posted: 6 days ago
London
Harrington Starr
Salary: £50000 - £65000 per annum
Posted: Yesterday
London
Hitachi Consulting UK
Salary: From £50,000 to £75,000 per annum inc Bonus + Benefits
Posted: 21 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £35k DoE + top benefits
Posted: 24 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £70k (DoE) + top benefits + bonus
Posted: 27 days ago
London
Client Server
Salary: £45k to £65k + bonus + benefits
Posted: 21 days ago