The table below looks at the prevalence of the term Neural Network in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Neural Network over the 3 months to 31 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 May 2016
Same period 2015 Same period 2014
Neural Networks
Rank 848 883 959
Rank change year-on-year
+35 +76
Permanent jobs citing Neural Network 69 68 38
As % of all permanent IT jobs located in the UK 0.070% 0.064% 0.032%
As % of the Miscellaneous category 0.17% 0.16% 0.077%
Number of salaries quoted 53 54 36
Median salary £60,000 £70,000 £65,000
Median salary % change year-on-year
-14.28% +7.69%
90% offered a salary of more than £40,000 £37,500 £45,000
10% offered a salary of more than £85,000 £131,000 £80,000
UK excluding London median salary £45,000 £42,500 £45,000
% change year-on-year
+5.88% -5.55%

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in permanent jobs advertised across the UK.

Miscellaneous Category
UK
Permanent IT job ads with a match in the
Miscellaneous category
41293 43310 49176
As % of all permanent IT jobs located in the UK 42.00% 40.59% 41.15%
Number of salaries quoted 33517 34294 39422
Median salary £50,000 £47,500 £47,500
Median salary % change year-on-year
+5.26% -
90% offered a salary of more than £28,500 £27,500 £28,500
10% offered a salary of more than £77,500 £75,000 £75,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Neural Network
Jobs Demand Trend

The demand trend of job ads citing Neural Network as a proportion of all IT jobs with a match in the Miscellaneous category.

Neural Network Jobs Demand Trend 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 within the UK.

Neural Network Salary Trend in the UK

Neural Network
Salary Histogram

This chart provides a salary histogram for IT jobs citing Neural Network over the 3 months to 31 May 2016 within the UK.

Neural Network Salary Histogram in the UK

Neural Network
Top 23 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 31 May 2016. 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
(Click see detailed
statistics and trends)
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 +32 66 £60,000 -15.78% 9
London +9 44 £65,000 -10.34% 2
City of London +54 10 £72,500 -13.43%
South East +26 10 £40,000 -54.28% 1
East of England +23 6 £45,000 +20.00% 2
Surrey +8 6 £65,000 -25.71%
Cambridgeshire +5 6 £45,000 +20.00% 1
Staines - 6 £65,000 -
Hampshire +2 2 £35,000 - 1
Oxfordshire - 2 £56,250 -
Romsey - 2 £35,000 - 1
Oxford - 2 £56,250 -
Bristol - 2 £50,000 -
South West - 2 £50,000 -
Manchester - 2 £40,000 -
North West - 2 £40,000 -
Yorkshire +13 1 £40,000 - 1
Leeds +9 1 £40,000 - 1
West Yorkshire 0 1 £40,000 - 1
Oldham - 1 £40,000 -
South Wales - 1 £42,500 -
Newport - 1 £42,500 -
Wales - 1 £42,500 -

Neural Network
Top 30 Related IT Skills

For the 6 months to 31 May 2016, 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 97 (68.79%) Machine Learning
2 76 (53.90%) Computer Science
2 76 (53.90%) Python
3 66 (46.81%) Degree
4 63 (44.68%) Data Mining
5 60 (42.55%) SQL
6 55 (39.01%) Analytics
7 54 (38.30%) Algorithms
8 51 (36.17%) R
9 48 (34.04%) Big Data
10 46 (32.62%) C++
11 45 (31.91%) Agile Software Development
12 44 (31.21%) SQL Server
13 38 (26.95%) Business Intelligence
13 38 (26.95%) Hadoop
14 37 (26.24%) PhD
15 36 (25.53%) Statistics
16 34 (24.11%) Mathematics
17 32 (22.70%) Visualisation
17 32 (22.70%) Artificial Intelligence
18 30 (21.28%) Software Engineering
18 30 (21.28%) Natural Language Processing
19 29 (20.57%) Analytical Skills
19 29 (20.57%) Java
20 28 (19.86%) .NET
20 28 (19.86%) Relational Database
21 26 (18.44%) Microsoft
21 26 (18.44%) T-SQL
22 25 (17.73%) Apache Spark
23 23 (16.31%) SQL Server Analysis Services

Neural Network
Top Related 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 (17.73%) Apache Spark
2 19 (13.48%) Apache
3 15 (10.64%) SAS
4 14 (9.93%) SharePoint
5 7 (4.96%) DNN
6 6 (4.26%) Apache Pig
7 5 (3.55%) Node.js
Applications
1 12 (8.51%) MS Excel
2 7 (4.96%) Mathematica
3 5 (3.55%) SPSS
4 2 (1.42%) Simulink
Business Applications
1 5 (3.55%) SAP Oil and Gas
2 1 (0.71%) SAP InfiniteInsight
Cloud Services
1 17 (12.06%) Microsoft Azure
2 9 (6.38%) Amazon AWS
3 6 (4.26%) GitHub
4 5 (3.55%) IaaS
4 5 (3.55%) PaaS
5 1 (0.71%) SaaS
Database & Business Intelligence
1 63 (44.68%) Data Mining
2 48 (34.04%) Big Data
3 44 (31.21%) SQL Server
4 38 (26.95%) Hadoop
5 28 (19.86%) Relational Database
6 23 (16.31%) Power BI
6 23 (16.31%) SQL Server Analysis Services
6 23 (16.31%) SQL Server Integration Services
6 23 (16.31%) SQL Server Reporting Services
7 20 (14.18%) Apache Hive
8 17 (12.06%) RDBMS
9 15 (10.64%) Data Warehouse
10 12 (8.51%) HDInsight
10 12 (8.51%) QlikView
10 12 (8.51%) SQL Server 2014
11 11 (7.80%) MongoDB
11 11 (7.80%) Text Mining
12 9 (6.38%) NoSQL
13 5 (3.55%) Apache Cassandra
13 5 (3.55%) HBase
Development Applications
1 2 (1.42%) Team Foundation Server
1 2 (1.42%) Visual Studio
2 1 (0.71%) Git (software)
2 1 (0.71%) JIRA
2 1 (0.71%) Maven
General
1 17 (12.06%) Finance
2 11 (7.80%) Marketing
3 10 (7.09%) Retail
4 8 (5.67%) Banking
5 5 (3.55%) Electronics
5 5 (3.55%) Games
5 5 (3.55%) Law
6 4 (2.84%) Front Office
7 2 (1.42%) Legal
7 2 (1.42%) Music Industry
8 1 (0.71%) Automotive
8 1 (0.71%) French Language
8 1 (0.71%) Investment Banking
8 1 (0.71%) Telecoms
Job Titles
1 33 (23.40%) Data Scientist
2 27 (19.15%) Developer
3 18 (12.77%) Machine Learning Engineer
3 18 (12.77%) Software Engineer
4 15 (10.64%) .NET Developer
4 15 (10.64%) Consultant
4 15 (10.64%) Programmer
5 14 (9.93%) C# Developer
6 13 (9.22%) .NET Programmer
6 13 (9.22%) .NET Software Developer
6 13 (9.22%) .NET Software Engineer
6 13 (9.22%) C# .NET Developer
6 13 (9.22%) C# Programmer
6 13 (9.22%) C# Software Developer
6 13 (9.22%) C# Software Engineer
6 13 (9.22%) Developer/Software Engineer
6 13 (9.22%) Software Programmer
7 12 (8.51%) Business Consultant
7 12 (8.51%) Microsoft BI Consultant
7 12 (8.51%) Microsoft Consultant
Libraries, Frameworks & Software Standards
1 30 (21.28%) Natural Language Processing
2 28 (19.86%) .NET
3 16 (11.35%) WCF
3 16 (11.35%) WinForms
3 16 (11.35%) WPF
4 12 (8.51%) AngularJS
4 12 (8.51%) D3.js
5 11 (7.80%) MDX
6 10 (7.09%) NumPy
7 9 (6.38%) TensorFlow
8 8 (5.67%) Theano
9 6 (4.26%) Cascading
9 6 (4.26%) Kafka
9 6 (4.26%) Matplotlib
9 6 (4.26%) OpenCL
9 6 (4.26%) Web Services
10 5 (3.55%) SciPy
11 4 (2.84%) HTML
11 4 (2.84%) scikit-learn
12 3 (2.13%) .NET Framework
Miscellaneous
1 76 (53.90%) Computer Science
2 54 (38.30%) Algorithms
3 36 (25.53%) Statistics
4 34 (24.11%) Mathematics
5 32 (22.70%) Artificial Intelligence
5 32 (22.70%) Visualisation
6 29 (20.57%) Analytical Skills
7 19 (13.48%) CUDA
7 19 (13.48%) Physics
8 16 (11.35%) Hedge funds
8 16 (11.35%) Mobile App
9 7 (4.96%) Data Integration
9 7 (4.96%) Data Structures
10 4 (2.84%) Fintech
11 3 (2.13%) Client/Server
11 3 (2.13%) Management Information System
11 3 (2.13%) Robotics
11 3 (2.13%) User Experience
12 2 (1.42%) Clustering
13 1 (0.71%) BBC
Operating Systems
1 16 (11.35%) Linux
2 6 (4.26%) Unix
3 2 (1.42%) Apple iOS
4 1 (0.71%) Android
Processes & Methodologies
1 97 (68.79%) Machine Learning
2 55 (39.01%) Analytics
3 45 (31.91%) Agile Software Development
4 38 (26.95%) Business Intelligence
5 30 (21.28%) Software Engineering
6 23 (16.31%) Predictive Analytics
7 18 (12.77%) Deep Learning
8 16 (11.35%) Data Management
8 16 (11.35%) Statistical Modelling
9 15 (10.64%) Data Analytics
9 15 (10.64%) Logistic Regression
9 15 (10.64%) MapReduce
10 14 (9.93%) Data Visualisation
10 14 (9.93%) Signal Processing
11 13 (9.22%) Information Management
11 13 (9.22%) Scrum
11 13 (9.22%) Speech Recognition
12 12 (8.51%) Kimball Methodology
12 12 (8.51%) Mobile Application Development
12 12 (8.51%) Web Development
Programming Languages
1 76 (53.90%) Python
2 60 (42.55%) SQL
3 51 (36.17%) R
4 46 (32.62%) C++
5 29 (20.57%) Java
6 26 (18.44%) T-SQL
7 23 (16.31%) JavaScript
8 20 (14.18%) C#
8 20 (14.18%) Scala
9 19 (13.48%) MATLAB
10 17 (12.06%) C
11 9 (6.38%) Clojure
12 7 (4.96%) Bash Shell
12 7 (4.96%) Perl
13 6 (4.26%) Shell Script
14 5 (3.55%) Ruby
15 4 (2.84%) Haskell
16 3 (2.13%) Assembly Language
17 2 (1.42%) Julia
18 1 (0.71%) Apple Swift
Qualifications
1 66 (46.81%) Degree
2 37 (26.24%) PhD
3 12 (8.51%) Microsoft Certification
4 2 (1.42%) Postgraduate
Quality Assurance & Compliance
1 2 (1.42%) Data Quality
2 1 (0.71%) QA
System Software
1 2 (1.42%) Docker
2 1 (0.71%) Firmware
Vendors
1 26 (18.44%) Microsoft
2 20 (14.18%) Oracle
3 17 (12.06%) Tableau
4 6 (4.26%) Lattice Semiconductor
4 6 (4.26%) SAP
5 5 (3.55%) IBM
5 5 (3.55%) Teradata
6 4 (2.84%) Hitachi
7 3 (2.13%) Splunk
8 1 (0.71%) Apple
8 1 (0.71%) hybris
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