The table below looks at the prevalence of the term Neural Network in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Neural Network over the 3 months to 1 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Jul 2016
Same period 2015 Same period 2014
Neural Networks
Rank 811 884 923
Rank change year-on-year
+73 +39
Permanent jobs citing Neural Network 76 58 55
As % of all permanent IT jobs located in England 0.083% 0.056% 0.049%
As % of the Miscellaneous category 0.20% 0.14% 0.12%
Number of salaries quoted 54 45 53
Median salary £52,500 £67,500 £65,000
Median salary % change year-on-year
-22.22% +3.84%
90% offered a salary of more than £35,000 £39,500 £49,000
10% offered a salary of more than £77,500 £128,000 £80,000
UK excluding London median salary £40,000 £37,500 £45,000
% change year-on-year
+6.66% -16.66%
Neural Network
UK

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

Miscellaneous Category
England
Permanent IT job ads with a match in the
Miscellaneous category
38139 42831 46420
As % of all permanent IT jobs located in England 41.78% 41.45% 41.27%
Number of salaries quoted 31629 34321 37263
Median salary £50,000 £47,500 £47,500
Median salary % change year-on-year
+5.26% -
90% offered a salary of more than £28,800 £27,500 £29,000
10% offered a salary of more than £80,000 £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 in England

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

Neural Network Jobs Demand Trend 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 across the England region.

Neural Network Salary Trend in England

Neural Network
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Neural Network across the England region over the 3 months to 1 July 2016.

Neural Network Salary Histogram 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 1 July 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
London +58 45 £60,000 -14.28% 2
South East +38 12 £35,000 -41.66% 2
Yorkshire +17 7 £26,000 - 1
East of England +39 6 £45,000 +20.00% 3
North West - 4 £40,000 -
Neural Network
UK

Neural Network
Top 30 Related IT Skills in England

For the 6 months to 1 July 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 across the England region with a requirement for Neural Network.

1 103 (68.67%) Machine Learning
2 83 (55.33%) Python
3 75 (50.00%) Computer Science
4 73 (48.67%) Degree
5 67 (44.67%) Analytics
6 64 (42.67%) Data Mining
7 63 (42.00%) SQL
8 59 (39.33%) R
9 56 (37.33%) Algorithms
10 51 (34.00%) C++
11 49 (32.67%) Big Data
12 47 (31.33%) Agile Software Development
13 45 (30.00%) SQL Server
14 44 (29.33%) Mathematics
15 43 (28.67%) Analytical Skills
16 41 (27.33%) Business Intelligence
17 40 (26.67%) Statistics
18 38 (25.33%) Artificial Intelligence
18 38 (25.33%) Visualisation
19 36 (24.00%) PhD
20 34 (22.67%) Hadoop
21 32 (21.33%) Natural Language Processing
21 32 (21.33%) Java
22 31 (20.67%) .NET
22 31 (20.67%) Software Engineering
23 29 (19.33%) Predictive Analytics
23 29 (19.33%) Microsoft
24 26 (17.33%) SQL Server Integration Services
24 26 (17.33%) SQL Server Reporting Services
24 26 (17.33%) Relational Database

Neural Network
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 24 (16.00%) Apache Spark
2 18 (12.00%) Apache
2 18 (12.00%) SAS
3 17 (11.33%) SharePoint
4 6 (4.00%) Apache Pig
4 6 (4.00%) DNN
Applications
1 11 (7.33%) MS Excel
2 6 (4.00%) SPSS
3 5 (3.33%) Mathematica
Business Applications
1 5 (3.33%) SAP Oil and Gas
Cloud Services
1 20 (13.33%) Microsoft Azure
2 10 (6.67%) Amazon AWS
3 7 (4.67%) GitHub
3 7 (4.67%) IaaS
3 7 (4.67%) PaaS
4 2 (1.33%) Azure Machine Learning
Database & Business Intelligence
1 64 (42.67%) Data Mining
2 49 (32.67%) Big Data
3 45 (30.00%) SQL Server
4 34 (22.67%) Hadoop
5 26 (17.33%) Power BI
5 26 (17.33%) Relational Database
5 26 (17.33%) SQL Server Analysis Services
5 26 (17.33%) SQL Server Integration Services
5 26 (17.33%) SQL Server Reporting Services
6 22 (14.67%) Apache Hive
7 17 (11.33%) Data Warehouse
7 17 (11.33%) HDInsight
8 15 (10.00%) QlikView
8 15 (10.00%) RDBMS
8 15 (10.00%) SQL Server 2014
9 12 (8.00%) MongoDB
10 11 (7.33%) Text Mining
11 10 (6.67%) NoSQL
12 5 (3.33%) HBase
12 5 (3.33%) Neo4j
Development Applications
1 4 (2.67%) Visual Studio
2 2 (1.33%) Team Foundation Server
2 2 (1.33%) Visual Studio Tools for Office
3 1 (0.67%) Git (software)
3 1 (0.67%) JIRA
3 1 (0.67%) Maven
General
1 14 (9.33%) Finance
2 10 (6.67%) Marketing
3 9 (6.00%) Retail
4 8 (5.33%) Banking
5 7 (4.67%) Automotive
5 7 (4.67%) French Language
6 5 (3.33%) Games
6 5 (3.33%) Law
7 4 (2.67%) Electronics
7 4 (2.67%) Front Office
8 2 (1.33%) Legal
8 2 (1.33%) Music Industry
9 1 (0.67%) Investment Banking
9 1 (0.67%) Manufacturing
9 1 (0.67%) Telecoms
Job Titles
1 35 (23.33%) Data Scientist
2 21 (14.00%) Consultant
2 21 (14.00%) Developer
3 20 (13.33%) Software Engineer
4 17 (11.33%) Machine Learning Engineer
4 17 (11.33%) Microsoft Consultant
5 15 (10.00%) Business Consultant
5 15 (10.00%) Business Intelligence Consultant
5 15 (10.00%) Microsoft BI Consultant
6 13 (8.67%) .NET Developer
6 13 (8.67%) Analyst
6 13 (8.67%) Programmer
7 12 (8.00%) C# Developer
8 11 (7.33%) .NET Programmer
8 11 (7.33%) .NET Software Engineer
8 11 (7.33%) C# .NET Developer
8 11 (7.33%) C# Programmer
8 11 (7.33%) C# Software Developer
8 11 (7.33%) C# Software Engineer
8 11 (7.33%) Software Programmer
Libraries, Frameworks & Software Standards
1 32 (21.33%) Natural Language Processing
2 31 (20.67%) .NET
3 18 (12.00%) D3.js
4 14 (9.33%) WCF
4 14 (9.33%) WinForms
4 14 (9.33%) WPF
5 12 (8.00%) AngularJS
6 10 (6.67%) NumPy
6 10 (6.67%) TensorFlow
7 9 (6.00%) MDX
7 9 (6.00%) Theano
8 7 (4.67%) HTML
8 7 (4.67%) Matplotlib
8 7 (4.67%) OpenCL
9 6 (4.00%) Cascading
9 6 (4.00%) Kafka
9 6 (4.00%) Web Services
10 4 (2.67%) Node.js
10 4 (2.67%) scikit-learn
10 4 (2.67%) SciPy
Miscellaneous
1 75 (50.00%) Computer Science
2 56 (37.33%) Algorithms
3 44 (29.33%) Mathematics
4 43 (28.67%) Analytical Skills
5 40 (26.67%) Statistics
6 38 (25.33%) Artificial Intelligence
6 38 (25.33%) Visualisation
7 21 (14.00%) Mobile App
8 19 (12.67%) CUDA
9 18 (12.00%) Physics
10 15 (10.00%) Hedge funds
11 7 (4.67%) Data Structures
12 6 (4.00%) Fintech
13 5 (3.33%) Data Integration
13 5 (3.33%) Economics
14 3 (2.00%) Client/Server
14 3 (2.00%) Robotics
14 3 (2.00%) Social Network
14 3 (2.00%) User Experience
15 1 (0.67%) Management Information System
Operating Systems
1 16 (10.67%) Linux
2 7 (4.67%) Unix
3 3 (2.00%) Apple iOS
4 2 (1.33%) Android
5 1 (0.67%) Mac OS
5 1 (0.67%) Windows
Processes & Methodologies
1 103 (68.67%) Machine Learning
2 67 (44.67%) Analytics
3 47 (31.33%) Agile Software Development
4 41 (27.33%) Business Intelligence
5 31 (20.67%) Software Engineering
6 29 (19.33%) Predictive Analytics
7 20 (13.33%) Deep Learning
7 20 (13.33%) Predictive Modelling
7 20 (13.33%) Statistical Modelling
8 18 (12.00%) MapReduce
8 18 (12.00%) Scrum
9 17 (11.33%) Data Visualisation
9 17 (11.33%) Kimball Methodology
9 17 (11.33%) Mobile Application Development
9 17 (11.33%) Waterfall
10 16 (10.67%) Data Analytics
10 16 (10.67%) Logistic Regression
11 15 (10.00%) Data Modelling
12 14 (9.33%) Signal Processing
13 13 (8.67%) Performance Management
Programming Languages
1 83 (55.33%) Python
2 63 (42.00%) SQL
3 59 (39.33%) R
4 51 (34.00%) C++
5 32 (21.33%) Java
6 25 (16.67%) JavaScript
6 25 (16.67%) T-SQL
7 23 (15.33%) MATLAB
8 21 (14.00%) C#
9 19 (12.67%) C
9 19 (12.67%) Scala
10 8 (5.33%) Clojure
10 8 (5.33%) Shell Script
11 7 (4.67%) Perl
11 7 (4.67%) Ruby
12 6 (4.00%) Bash Shell
13 4 (2.67%) Julia
14 3 (2.00%) Haskell
15 2 (1.33%) Assembly Language
16 1 (0.67%) VB
Qualifications
1 73 (48.67%) Degree
2 36 (24.00%) PhD
3 15 (10.00%) Microsoft Certification
4 3 (2.00%) Postgraduate
Quality Assurance & Compliance
1 1 (0.67%) QA
System Software
1 2 (1.33%) Docker
1 2 (1.33%) Virtual Machines
Vendors
1 29 (19.33%) Microsoft
2 22 (14.67%) Oracle
2 22 (14.67%) Tableau
3 6 (4.00%) Lattice Semiconductor
3 6 (4.00%) SAP
4 5 (3.33%) IBM
4 5 (3.33%) Teradata
5 4 (2.67%) Hitachi
6 1 (0.67%) Apple
6 1 (0.67%) hybris
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