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 26 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Aug 2016
Same period 2015 Same period 2014
Neural Networks
Rank 809 913 905
Rank change year-on-year
+104 -8
Permanent jobs citing Neural Network 82 27 38
As % of all permanent IT jobs located in England 0.089% 0.026% 0.035%
As % of the Miscellaneous category 0.22% 0.062% 0.086%
Number of salaries quoted 71 19 37
Median salary £52,500 £67,500 £70,000
Median salary % change year-on-year
-22.22% -3.57%
90% offered a salary of more than £26,000 £42,500 £49,000
10% offered a salary of more than £100,000 £110,000 £80,000
UK excluding London median salary £35,000 £25,000 £50,000
% change year-on-year
+40.00% -50.00%
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
37920 43215 44070
As % of all permanent IT jobs located in England 41.34% 42.30% 40.26%
Number of salaries quoted 31423 34883 34589
Median salary £50,000 £48,500 £47,500
Median salary % change year-on-year
+3.09% +2.10%
90% offered a salary of more than £29,000 £28,000 £28,500
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 26 August 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 26 August 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 +83 49 £73,750 +7.27% 5
South East +34 15 £47,500 +90.00% 1
Yorkshire - 11 £26,000 -
North West - 5 £34,000 -
Neural Network
UK

Neural Network
Top 30 Related IT Skills in England

For the 6 months to 26 August 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.

1 117 (78.00%) Machine Learning
2 95 (63.33%) Python
3 79 (52.67%) Analytics
4 73 (48.67%) Degree
5 72 (48.00%) SQL
6 67 (44.67%) R
7 65 (43.33%) Algorithms
8 64 (42.67%) Computer Science
9 62 (41.33%) Data Mining
10 61 (40.67%) Analytical Skills
11 60 (40.00%) Big Data
12 59 (39.33%) Mathematics
12 59 (39.33%) C++
13 49 (32.67%) PhD
14 48 (32.00%) Statistics
14 48 (32.00%) Visualisation
15 47 (31.33%) Agile Software Development
16 42 (28.00%) Business Intelligence
17 39 (26.00%) Hadoop
18 38 (25.33%) Artificial Intelligence
19 35 (23.33%) Java
20 34 (22.67%) Predictive Analytics
21 30 (20.00%) Natural Language Processing
21 30 (20.00%) SQL Server
22 29 (19.33%) MATLAB
22 29 (19.33%) Tableau
22 29 (19.33%) Statistical Modelling
23 27 (18.00%) Data Visualisation
23 27 (18.00%) Predictive Modelling
24 26 (17.33%) Logistic Regression

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 26 (17.33%) Apache Spark
2 24 (16.00%) SAS
3 19 (12.67%) SharePoint
4 14 (9.33%) Apache
5 8 (5.33%) Apache Pig
6 6 (4.00%) DNN
7 1 (0.67%) Elasticsearch
Applications
1 9 (6.00%) SPSS
2 5 (3.33%) Mathematica
3 4 (2.67%) Gephi
3 4 (2.67%) MS Excel
4 2 (1.33%) CPLEX
4 2 (1.33%) Stata
Business Applications
1 6 (4.00%) SAP Oil and Gas
Cloud Services
1 20 (13.33%) Microsoft Azure
2 11 (7.33%) GitHub
3 8 (5.33%) Azure Machine Learning
4 7 (4.67%) Data Lake Analytics
4 7 (4.67%) IaaS
4 7 (4.67%) PaaS
5 4 (2.67%) Amazon AWS
6 1 (0.67%) Amazon EC2
6 1 (0.67%) Amazon Kinesis
6 1 (0.67%) Amazon S3
Database & Business Intelligence
1 62 (41.33%) Data Mining
2 60 (40.00%) Big Data
3 39 (26.00%) Hadoop
4 30 (20.00%) SQL Server
5 26 (17.33%) Apache Hive
6 24 (16.00%) Data Warehouse
7 22 (14.67%) Relational Database
8 21 (14.00%) NoSQL
8 21 (14.00%) Power BI
8 21 (14.00%) SQL Server Analysis Services
8 21 (14.00%) SQL Server Integration Services
8 21 (14.00%) SQL Server Reporting Services
9 19 (12.67%) HDInsight
10 18 (12.00%) QlikView
11 12 (8.00%) SQL Server 2014
11 12 (8.00%) Text Mining
12 11 (7.33%) OLAP
13 10 (6.67%) MongoDB
14 8 (5.33%) Neo4j
15 7 (4.67%) Azure SQL Database
Development Applications
1 7 (4.67%) Visual Studio
1 7 (4.67%) Visual Studio Tools for Office
2 3 (2.00%) Git (software)
General
1 12 (8.00%) Automotive
1 12 (8.00%) French Language
2 7 (4.67%) Banking
2 7 (4.67%) Finance
2 7 (4.67%) Retail
3 4 (2.67%) Front Office
3 4 (2.67%) Games
3 4 (2.67%) Marketing
4 2 (1.33%) Manufacturing
4 2 (1.33%) Multimedia
5 1 (0.67%) Electronics
5 1 (0.67%) Investment Banking
5 1 (0.67%) Law
5 1 (0.67%) Telecoms
Job Titles
1 55 (36.67%) Data Scientist
2 23 (15.33%) Consultant
3 19 (12.67%) Microsoft Consultant
4 18 (12.00%) Analyst
5 17 (11.33%) Machine Learning Engineer
6 12 (8.00%) Software Engineer
7 11 (7.33%) Business Consultant
7 11 (7.33%) Business Intelligence Consultant
7 11 (7.33%) Microsoft BI Consultant
8 7 (4.67%) Azure Consultant
8 7 (4.67%) Senior Data Scientist
9 6 (4.00%) C++ Software Engineer
9 6 (4.00%) Programmer
10 5 (3.33%) Architect
10 5 (3.33%) Data Architect
10 5 (3.33%) Data Manager
10 5 (3.33%) Developer
10 5 (3.33%) Principal Consultant
10 5 (3.33%) Senior Business Consultant
10 5 (3.33%) Senior Consultant
Libraries, Frameworks & Software Standards
1 30 (20.00%) Natural Language Processing
2 24 (16.00%) D3.js
3 23 (15.33%) .NET
4 15 (10.00%) NumPy
5 12 (8.00%) TensorFlow
6 11 (7.33%) HTML
6 11 (7.33%) Matplotlib
6 11 (7.33%) OpenCL
7 10 (6.67%) Theano
8 7 (4.67%) HTML5
8 7 (4.67%) Leaflet
9 6 (4.00%) Cascading
9 6 (4.00%) Kafka
10 4 (2.67%) AngularJS
10 4 (2.67%) WCF
10 4 (2.67%) WinForms
10 4 (2.67%) WPF
11 3 (2.00%) scikit-learn
11 3 (2.00%) Twitter Bootstrap
12 2 (1.33%) Pandas
Miscellaneous
1 65 (43.33%) Algorithms
2 64 (42.67%) Computer Science
3 61 (40.67%) Analytical Skills
4 59 (39.33%) Mathematics
5 48 (32.00%) Statistics
5 48 (32.00%) Visualisation
6 38 (25.33%) Artificial Intelligence
7 23 (15.33%) Physics
8 20 (13.33%) CUDA
8 20 (13.33%) Mobile App
9 14 (9.33%) Economics
10 6 (4.00%) Data Structures
10 6 (4.00%) Fintech
10 6 (4.00%) Hedge funds
11 5 (3.33%) Chemistry
12 3 (2.00%) Biology
12 3 (2.00%) Client/Server
12 3 (2.00%) Robotics
13 2 (1.33%) Psychology
13 2 (1.33%) Social Network
Operating Systems
1 17 (11.33%) Linux
2 7 (4.67%) Unix
3 2 (1.33%) Apple iOS
4 1 (0.67%) Android
4 1 (0.67%) Mac OS
4 1 (0.67%) Windows
Processes & Methodologies
1 117 (78.00%) Machine Learning
2 79 (52.67%) Analytics
3 47 (31.33%) Agile Software Development
4 42 (28.00%) Business Intelligence
5 34 (22.67%) Predictive Analytics
6 29 (19.33%) Statistical Modelling
7 27 (18.00%) Data Visualisation
7 27 (18.00%) Predictive Modelling
8 26 (17.33%) Logistic Regression
9 24 (16.00%) Deep Learning
10 23 (15.33%) Scrum
11 20 (13.33%) Data Analytics
12 19 (12.67%) Kimball Methodology
12 19 (12.67%) MapReduce
12 19 (12.67%) Mobile Application Development
12 19 (12.67%) Waterfall
13 17 (11.33%) Data Modelling
13 17 (11.33%) Random Forest
14 16 (10.67%) Performance Management
14 16 (10.67%) Statistical Analysis
Programming Languages
1 95 (63.33%) Python
2 72 (48.00%) SQL
3 67 (44.67%) R
4 59 (39.33%) C++
5 35 (23.33%) Java
6 29 (19.33%) MATLAB
7 24 (16.00%) JavaScript
8 23 (15.33%) Scala
9 20 (13.33%) C
9 20 (13.33%) C#
10 14 (9.33%) T-SQL
11 9 (6.00%) Ruby
12 8 (5.33%) Shell Script
13 7 (4.67%) Perl
14 6 (4.00%) Bash Shell
15 5 (3.33%) Julia
16 4 (2.67%) Clojure
16 4 (2.67%) Cypher
17 3 (2.00%) VB
18 2 (1.33%) VBA
Qualifications
1 73 (48.67%) Degree
2 49 (32.67%) PhD
3 12 (8.00%) Microsoft Certification
4 5 (3.33%) Postgraduate
Quality Assurance & Compliance
1 2 (1.33%) Data Quality
System Software
1 7 (4.67%) Virtual Machines
2 3 (2.00%) Docker
3 2 (1.33%) HDFS
Vendors
1 29 (19.33%) Tableau
2 21 (14.00%) Microsoft
3 20 (13.33%) Oracle
4 8 (5.33%) Hitachi
5 7 (4.67%) SAP
6 6 (4.00%) Lattice Semiconductor
7 5 (3.33%) IBM
7 5 (3.33%) Teradata
8 4 (2.67%) Cognos
9 1 (0.67%) Informatica
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