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 29 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Jul 2016
Same period 2015 Same period 2014
Neural Networks
Rank 820 894 906
Rank change year-on-year
+74 +12
Permanent jobs citing Neural Network 84 45 49
As % of all permanent IT jobs located in England 0.092% 0.044% 0.045%
As % of the Miscellaneous category 0.22% 0.11% 0.11%
Number of salaries quoted 67 38 47
Median salary £52,500 £62,500 £67,500
Median salary % change year-on-year
-16.00% -7.40%
90% offered a salary of more than £31,400 £41,000 £49,000
10% offered a salary of more than £95,000 £110,000 £80,000
UK excluding London median salary £40,000 £40,000 £50,000
% change year-on-year
- -20.00%
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
38058 42828 44607
As % of all permanent IT jobs located in England 41.51% 41.79% 40.70%
Number of salaries quoted 31551 34309 35515
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 £29,000
10% offered a salary of more than £80,000 £75,000 £77,500
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 29 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 29 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 +75 50 £62,500 -7.40% 2
South East +25 15 £42,500 - 1
Yorkshire +42 9 £26,000 - 1
North West - 5 £37,500 -
East of England +35 2 £40,000 +6.66% 4
Neural Network
UK

Neural Network
Top 30 Related IT Skills in England

For the 6 months to 29 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.

1 109 (70.32%) Machine Learning
2 89 (57.42%) Python
3 78 (50.32%) Analytics
4 71 (45.81%) SQL
4 71 (45.81%) Degree
5 68 (43.87%) Computer Science
6 66 (42.58%) Data Mining
7 64 (41.29%) R
8 55 (35.48%) Algorithms
9 54 (34.84%) Big Data
9 54 (34.84%) C++
10 53 (34.19%) Analytical Skills
11 51 (32.90%) Agile Software Development
12 49 (31.61%) Business Intelligence
13 45 (29.03%) Mathematics
14 44 (28.39%) SQL Server
15 42 (27.10%) Statistics
16 39 (25.16%) PhD
16 39 (25.16%) Hadoop
17 38 (24.52%) Visualisation
17 38 (24.52%) Predictive Analytics
17 38 (24.52%) Artificial Intelligence
18 33 (21.29%) Java
19 31 (20.00%) Microsoft
20 30 (19.35%) .NET
21 29 (18.71%) SQL Server Reporting Services
21 29 (18.71%) SQL Server Integration Services
21 29 (18.71%) SQL Server Analysis Services
21 29 (18.71%) Power BI
22 28 (18.06%) Natural Language Processing

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 (15.48%) Apache Spark
2 20 (12.90%) SAS
2 20 (12.90%) SharePoint
3 15 (9.68%) Apache
4 6 (3.87%) Apache Pig
4 6 (3.87%) DNN
Applications
1 11 (7.10%) MS Excel
2 6 (3.87%) SPSS
3 5 (3.23%) Mathematica
4 3 (1.94%) Gephi
Business Applications
1 6 (3.87%) SAP Oil and Gas
Cloud Services
1 23 (14.84%) Microsoft Azure
2 11 (7.10%) IaaS
2 11 (7.10%) PaaS
3 9 (5.81%) GitHub
4 7 (4.52%) Amazon AWS
4 7 (4.52%) Azure Machine Learning
4 7 (4.52%) Data Lake Analytics
Database & Business Intelligence
1 66 (42.58%) Data Mining
2 54 (34.84%) Big Data
3 44 (28.39%) SQL Server
4 39 (25.16%) Hadoop
5 29 (18.71%) Power BI
5 29 (18.71%) SQL Server Analysis Services
5 29 (18.71%) SQL Server Integration Services
5 29 (18.71%) SQL Server Reporting Services
6 28 (18.06%) Relational Database
7 25 (16.13%) Apache Hive
8 23 (14.84%) Data Warehouse
9 20 (12.90%) HDInsight
10 17 (10.97%) QlikView
11 15 (9.68%) RDBMS
12 14 (9.03%) Text Mining
13 13 (8.39%) NoSQL
13 13 (8.39%) SQL Server 2014
14 11 (7.10%) MongoDB
15 10 (6.45%) OLAP
16 7 (4.52%) Microsoft Analysis Services
Development Applications
1 9 (5.81%) Visual Studio
2 7 (4.52%) Visual Studio Tools for Office
3 2 (1.29%) Git (software)
3 2 (1.29%) Team Foundation Server
4 1 (0.65%) Maven
General
1 9 (5.81%) Automotive
1 9 (5.81%) French Language
2 8 (5.16%) Banking
2 8 (5.16%) Marketing
3 7 (4.52%) Finance
4 5 (3.23%) Games
4 5 (3.23%) Law
4 5 (3.23%) Retail
5 3 (1.94%) Front Office
6 2 (1.29%) Electronics
6 2 (1.29%) Legal
6 2 (1.29%) Manufacturing
6 2 (1.29%) Telecoms
7 1 (0.65%) Investment Banking
7 1 (0.65%) Music Industry
Job Titles
1 43 (27.74%) Data Scientist
2 24 (15.48%) Consultant
3 20 (12.90%) Microsoft Consultant
4 18 (11.61%) Machine Learning Engineer
5 17 (10.97%) Software Engineer
6 15 (9.68%) Analyst
7 14 (9.03%) Developer
8 13 (8.39%) Business Consultant
8 13 (8.39%) Business Intelligence Consultant
8 13 (8.39%) Microsoft BI Consultant
9 12 (7.74%) Architect
9 12 (7.74%) Data Architect
10 10 (6.45%) .NET Developer
10 10 (6.45%) Programmer
11 8 (5.16%) .NET Programmer
11 8 (5.16%) .NET Software Developer
11 8 (5.16%) .NET Software Engineer
11 8 (5.16%) C# Developer
11 8 (5.16%) C# Programmer
11 8 (5.16%) C# Software Engineer
Libraries, Frameworks & Software Standards
1 30 (19.35%) .NET
2 28 (18.06%) Natural Language Processing
3 24 (15.48%) D3.js
4 11 (7.10%) HTML
4 11 (7.10%) NumPy
4 11 (7.10%) TensorFlow
5 10 (6.45%) WCF
5 10 (6.45%) WinForms
5 10 (6.45%) WPF
6 9 (5.81%) AngularJS
6 9 (5.81%) Matplotlib
6 9 (5.81%) MDX
6 9 (5.81%) OpenCL
6 9 (5.81%) Theano
7 7 (4.52%) HTML5
7 7 (4.52%) Leaflet
8 6 (3.87%) Cascading
8 6 (3.87%) Kafka
9 4 (2.58%) Web Services
10 3 (1.94%) Twitter Bootstrap
Miscellaneous
1 68 (43.87%) Computer Science
2 55 (35.48%) Algorithms
3 53 (34.19%) Analytical Skills
4 45 (29.03%) Mathematics
5 42 (27.10%) Statistics
6 38 (24.52%) Artificial Intelligence
6 38 (24.52%) Visualisation
7 22 (14.19%) Mobile App
8 19 (12.26%) CUDA
9 17 (10.97%) Physics
10 11 (7.10%) Hedge funds
11 7 (4.52%) Economics
12 6 (3.87%) Data Structures
12 6 (3.87%) Fintech
13 5 (3.23%) Data Integration
14 3 (1.94%) Client/Server
14 3 (1.94%) Social Network
15 2 (1.29%) Biology
15 2 (1.29%) Chemistry
15 2 (1.29%) Robotics
Operating Systems
1 17 (10.97%) Linux
2 7 (4.52%) Unix
3 2 (1.29%) Apple iOS
4 1 (0.65%) Android
4 1 (0.65%) Mac OS
4 1 (0.65%) Windows
Processes & Methodologies
1 109 (70.32%) Machine Learning
2 78 (50.32%) Analytics
3 51 (32.90%) Agile Software Development
4 49 (31.61%) Business Intelligence
5 38 (24.52%) Predictive Analytics
6 26 (16.77%) Statistical Modelling
7 23 (14.84%) Predictive Modelling
7 23 (14.84%) Scrum
7 23 (14.84%) Software Engineering
8 21 (13.55%) Deep Learning
8 21 (13.55%) Logistic Regression
9 20 (12.90%) Kimball Methodology
9 20 (12.90%) Mobile Application Development
9 20 (12.90%) Waterfall
10 18 (11.61%) Data Analytics
10 18 (11.61%) MapReduce
10 18 (11.61%) Performance Management
11 17 (10.97%) Data Modelling
12 16 (10.32%) Data Visualisation
13 13 (8.39%) Open Source
Programming Languages
1 89 (57.42%) Python
2 71 (45.81%) SQL
3 64 (41.29%) R
4 54 (34.84%) C++
5 33 (21.29%) Java
6 27 (17.42%) JavaScript
7 26 (16.77%) T-SQL
8 25 (16.13%) MATLAB
9 23 (14.84%) C#
10 21 (13.55%) C
11 19 (12.26%) Scala
12 8 (5.16%) Shell Script
13 7 (4.52%) Perl
13 7 (4.52%) Ruby
14 6 (3.87%) Bash Shell
14 6 (3.87%) Clojure
15 5 (3.23%) Julia
16 2 (1.29%) Assembly Language
16 2 (1.29%) Haskell
16 2 (1.29%) VB
Qualifications
1 71 (45.81%) Degree
2 39 (25.16%) PhD
3 13 (8.39%) Microsoft Certification
4 3 (1.94%) Postgraduate
System Software
1 7 (4.52%) Virtual Machines
2 3 (1.94%) Docker
Vendors
1 31 (20.00%) Microsoft
2 28 (18.06%) Tableau
3 21 (13.55%) Oracle
4 7 (4.52%) SAP
5 6 (3.87%) Lattice Semiconductor
6 5 (3.23%) IBM
6 5 (3.23%) Teradata
7 4 (2.58%) Hitachi
8 3 (1.94%) Cognos
9 1 (0.65%) Apple
9 1 (0.65%) Informatica
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