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 28 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jun 2016
Same period 2015 Same period 2014
Neural Networks
Rank 855 897 935
Rank change year-on-year
+42 +38
Permanent jobs citing Neural Network 78 61 54
As % of all permanent IT jobs located in the UK 0.079% 0.056% 0.045%
As % of the Miscellaneous category 0.19% 0.14% 0.11%
Number of salaries quoted 56 49 52
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 £36,956 £49,000
10% offered a salary of more than £77,500 £116,000 £80,000
UK excluding London median salary £40,000 £37,500 £45,000
% change year-on-year
+6.66% -16.66%

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
40878 45059 48620
As % of all permanent IT jobs located in the UK 41.55% 41.16% 40.95%
Number of salaries quoted 33408 35791 38792
Median salary £50,000 £47,500 £47,500
Median salary % change year-on-year
+5.26% -
90% offered a salary of more than £28,000 £27,500 £28,636
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 28 June 2016 within the UK.

Neural Network Salary Histogram in the UK

Neural Network
Top 22 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 28 June 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 +51 75 £52,500 -22.22% 9
London +20 44 £60,000 -14.28% 1
South East +47 12 £35,000 -41.66% 2
City of London +67 8 £50,000 -31.03%
Yorkshire +34 7 £26,000 - 2
Leeds +25 7 £26,000 - 2
West Yorkshire +17 7 £26,000 - 2
East of England +33 6 £45,000 +20.00% 3
Cambridgeshire +9 6 £45,000 +20.00% 3
Surrey - 6 £65,000 -
Staines - 6 £65,000 -
Hampshire +9 5 £35,000 -
Romsey - 5 £35,000 -
Manchester - 4 £40,000 -
North West - 4 £40,000 -
Oldham - 3 £40,000 -
Oxford - 1 £40,000 -
Bromley - 1 - -
Oxfordshire - 1 £40,000 - 2
Newport - 1 £42,500 -
South Wales - 1 £42,500 -
Wales - 1 £42,500 -

Neural Network
Top 30 Related IT Skills

For the 6 months to 28 June 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.

1 106 (68.39%) Machine Learning
2 84 (54.19%) Python
3 76 (49.03%) Degree
3 76 (49.03%) Computer Science
4 69 (44.52%) Analytics
5 67 (43.23%) Data Mining
6 65 (41.94%) SQL
7 63 (40.65%) R
8 57 (36.77%) Algorithms
9 53 (34.19%) C++
10 52 (33.55%) Big Data
11 49 (31.61%) Agile Software Development
12 46 (29.68%) SQL Server
13 45 (29.03%) Mathematics
13 45 (29.03%) Analytical Skills
14 42 (27.10%) Business Intelligence
15 39 (25.16%) Statistics
15 39 (25.16%) Visualisation
16 37 (23.87%) Artificial Intelligence
16 37 (23.87%) PhD
17 34 (21.94%) Natural Language Processing
17 34 (21.94%) Hadoop
17 34 (21.94%) Java
18 32 (20.65%) .NET
19 31 (20.00%) Software Engineering
20 30 (19.35%) Microsoft
20 30 (19.35%) Predictive Analytics
21 27 (17.42%) SQL Server Analysis Services
21 27 (17.42%) SQL Server Reporting Services
21 27 (17.42%) SQL Server Integration 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 24 (15.48%) Apache Spark
2 19 (12.26%) SAS
3 18 (11.61%) Apache
3 18 (11.61%) SharePoint
4 6 (3.87%) Apache Pig
4 6 (3.87%) DNN
Applications
1 11 (7.10%) MS Excel
2 7 (4.52%) Mathematica
2 7 (4.52%) SPSS
3 1 (0.65%) Simulink
Business Applications
1 5 (3.23%) SAP Oil and Gas
2 1 (0.65%) SAP InfiniteInsight
Cloud Services
1 21 (13.55%) Microsoft Azure
2 10 (6.45%) Amazon AWS
3 7 (4.52%) IaaS
3 7 (4.52%) PaaS
4 6 (3.87%) GitHub
5 2 (1.29%) Azure Machine Learning
Database & Business Intelligence
1 67 (43.23%) Data Mining
2 52 (33.55%) Big Data
3 46 (29.68%) SQL Server
4 34 (21.94%) Hadoop
5 27 (17.42%) Power BI
5 27 (17.42%) SQL Server Analysis Services
5 27 (17.42%) SQL Server Integration Services
5 27 (17.42%) SQL Server Reporting Services
6 26 (16.77%) Relational Database
7 22 (14.19%) Apache Hive
8 18 (11.61%) Data Warehouse
8 18 (11.61%) HDInsight
9 16 (10.32%) QlikView
9 16 (10.32%) SQL Server 2014
10 15 (9.68%) RDBMS
11 12 (7.74%) MongoDB
12 11 (7.10%) Text Mining
13 10 (6.45%) NoSQL
14 5 (3.23%) Apache Cassandra
14 5 (3.23%) HBase
Development Applications
1 4 (2.58%) Visual Studio
2 2 (1.29%) Team Foundation Server
2 2 (1.29%) Visual Studio Tools for Office
3 1 (0.65%) Git (software)
3 1 (0.65%) JIRA
3 1 (0.65%) Maven
General
1 15 (9.68%) Finance
2 10 (6.45%) Marketing
2 10 (6.45%) Retail
3 8 (5.16%) Banking
4 7 (4.52%) Automotive
4 7 (4.52%) French Language
5 5 (3.23%) Electronics
5 5 (3.23%) Games
5 5 (3.23%) Law
6 4 (2.58%) Front Office
7 2 (1.29%) Legal
7 2 (1.29%) Music Industry
8 1 (0.65%) Investment Banking
8 1 (0.65%) Manufacturing
8 1 (0.65%) Telecoms
Job Titles
1 35 (22.58%) Data Scientist
2 23 (14.84%) Developer
3 22 (14.19%) Consultant
4 19 (12.26%) Software Engineer
5 18 (11.61%) Machine Learning Engineer
5 18 (11.61%) Microsoft Consultant
6 16 (10.32%) Business Consultant
6 16 (10.32%) Business Intelligence Consultant
6 16 (10.32%) Microsoft BI Consultant
7 13 (8.39%) .NET Developer
7 13 (8.39%) Analyst
7 13 (8.39%) Programmer
8 12 (7.74%) C# Developer
9 11 (7.10%) .NET Programmer
9 11 (7.10%) .NET Software Developer
9 11 (7.10%) .NET Software Engineer
9 11 (7.10%) C# Programmer
9 11 (7.10%) C# Software Developer
9 11 (7.10%) C# Software Engineer
9 11 (7.10%) Software Programmer
Libraries, Frameworks & Software Standards
1 34 (21.94%) Natural Language Processing
2 32 (20.65%) .NET
3 19 (12.26%) D3.js
4 14 (9.03%) WCF
4 14 (9.03%) WinForms
4 14 (9.03%) WPF
5 12 (7.74%) AngularJS
6 9 (5.81%) MDX
6 9 (5.81%) NumPy
6 9 (5.81%) TensorFlow
7 8 (5.16%) Theano
8 7 (4.52%) HTML
9 6 (3.87%) Cascading
9 6 (3.87%) Kafka
9 6 (3.87%) Matplotlib
9 6 (3.87%) OpenCL
9 6 (3.87%) Web Services
10 4 (2.58%) Node.js
10 4 (2.58%) scikit-learn
10 4 (2.58%) SciPy
Miscellaneous
1 76 (49.03%) Computer Science
2 57 (36.77%) Algorithms
3 45 (29.03%) Analytical Skills
3 45 (29.03%) Mathematics
4 39 (25.16%) Statistics
4 39 (25.16%) Visualisation
5 37 (23.87%) Artificial Intelligence
6 22 (14.19%) Mobile App
7 18 (11.61%) CUDA
7 18 (11.61%) Physics
8 15 (9.68%) Hedge funds
9 7 (4.52%) Data Structures
10 6 (3.87%) Fintech
11 5 (3.23%) Data Integration
11 5 (3.23%) Economics
12 3 (1.94%) Client/Server
12 3 (1.94%) Robotics
12 3 (1.94%) Social Network
12 3 (1.94%) User Experience
13 1 (0.65%) PlayStation
Operating Systems
1 16 (10.32%) Linux
2 7 (4.52%) Unix
3 3 (1.94%) Apple iOS
4 2 (1.29%) Android
5 1 (0.65%) Mac OS
5 1 (0.65%) Windows
Processes & Methodologies
1 106 (68.39%) Machine Learning
2 69 (44.52%) Analytics
3 49 (31.61%) Agile Software Development
4 42 (27.10%) Business Intelligence
5 31 (20.00%) Software Engineering
6 30 (19.35%) Predictive Analytics
7 21 (13.55%) Predictive Modelling
8 20 (12.90%) Statistical Modelling
9 19 (12.26%) Deep Learning
9 19 (12.26%) Scrum
10 18 (11.61%) Kimball Methodology
10 18 (11.61%) MapReduce
10 18 (11.61%) Mobile Application Development
10 18 (11.61%) Waterfall
11 17 (10.97%) Data Visualisation
12 16 (10.32%) Data Analytics
12 16 (10.32%) Logistic Regression
13 15 (9.68%) Data Modelling
14 14 (9.03%) Data Management
14 14 (9.03%) Signal Processing
Programming Languages
1 84 (54.19%) Python
2 65 (41.94%) SQL
3 63 (40.65%) R
4 53 (34.19%) C++
5 34 (21.94%) Java
6 26 (16.77%) MATLAB
7 25 (16.13%) JavaScript
7 25 (16.13%) T-SQL
8 21 (13.55%) C
8 21 (13.55%) C#
8 21 (13.55%) Scala
9 8 (5.16%) Clojure
9 8 (5.16%) Shell Script
10 7 (4.52%) Perl
10 7 (4.52%) Ruby
11 6 (3.87%) Bash Shell
12 4 (2.58%) Julia
13 3 (1.94%) Assembly Language
13 3 (1.94%) Haskell
14 1 (0.65%) Fortran
Qualifications
1 76 (49.03%) Degree
2 37 (23.87%) PhD
3 16 (10.32%) Microsoft Certification
4 3 (1.94%) Postgraduate
Quality Assurance & Compliance
1 1 (0.65%) QA
System Software
1 2 (1.29%) Docker
1 2 (1.29%) Virtual Machines
2 1 (0.65%) Firmware
Vendors
1 30 (19.35%) Microsoft
2 24 (15.48%) Oracle
3 23 (14.84%) Tableau
4 6 (3.87%) Lattice Semiconductor
4 6 (3.87%) SAP
5 5 (3.23%) IBM
5 5 (3.23%) Teradata
6 4 (2.58%) Hitachi
7 1 (0.65%) Apple
7 1 (0.65%) hybris
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