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

3 months to
26 Jul 2016
Same period 2015 Same period 2014
Neural Networks
Rank 832 910 938
Rank change year-on-year
+78 +28
Permanent jobs citing Neural Network 86 51 50
As % of all permanent IT jobs located in the UK 0.088% 0.046% 0.043%
As % of the Miscellaneous category 0.21% 0.11% 0.11%
Number of salaries quoted 65 44 48
Median salary £52,500 £60,000 £66,250
Median salary % change year-on-year
-12.50% -9.43%
90% offered a salary of more than £29,600 £33,184 £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%

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
40522 45796 47210
As % of all permanent IT jobs located in the UK 41.37% 41.54% 40.56%
Number of salaries quoted 33053 36300 37343
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 £78,500 £75,000 £77,000
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 26 July 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 26 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
England +87 84 £52,500 -20.75% 10
London +56 50 £60,000 -11.11% 1
South East +42 15 £40,000 -33.33%
Yorkshire +42 9 £26,000 - 2
Leeds +36 9 £26,000 - 2
West Yorkshire +24 9 £26,000 - 2
City of London +69 7 £80,000 +10.34%
Surrey - 6 £47,500 -
Hampshire +6 5 £35,000 -
North West - 5 £37,500 -
Romsey - 5 £35,000 -
Manchester - 5 £37,500 -
Staines - 4 - -
Oldham - 4 £37,500 -
Oxfordshire - 4 £47,500 -
East of England +24 2 £40,000 +6.66% 3
Cambridgeshire +10 2 £40,000 +6.66% 3
Oxford - 2 £42,500 -
Guildford - 2 £47,500 -
Bromley - 1 - -
Newport - 1 £42,500 -
South Wales - 1 £42,500 - 1
Wales - 1 £42,500 - 1

Neural Network
Top 30 Related IT Skills

For the 6 months to 26 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 with a requirement for Neural Network.

1 111 (70.70%) Machine Learning
2 91 (57.96%) Python
3 78 (49.68%) Analytics
4 75 (47.77%) Degree
5 71 (45.22%) Computer Science
6 69 (43.95%) SQL
7 67 (42.68%) Data Mining
8 66 (42.04%) R
9 56 (35.67%) C++
10 55 (35.03%) Big Data
10 55 (35.03%) Algorithms
11 53 (33.76%) Analytical Skills
12 50 (31.85%) Agile Software Development
13 49 (31.21%) Business Intelligence
14 46 (29.30%) Mathematics
15 44 (28.03%) SQL Server
16 43 (27.39%) Statistics
17 41 (26.11%) PhD
18 39 (24.84%) Hadoop
18 39 (24.84%) Artificial Intelligence
19 38 (24.20%) Visualisation
19 38 (24.20%) Predictive Analytics
20 36 (22.93%) Java
21 31 (19.75%) Microsoft
21 31 (19.75%) Natural Language Processing
22 30 (19.11%) .NET
23 29 (18.47%) SQL Server Reporting Services
23 29 (18.47%) SQL Server Integration Services
23 29 (18.47%) SQL Server Analysis Services
23 29 (18.47%) Power BI

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 (15.92%) Apache Spark
2 21 (13.38%) SAS
3 20 (12.74%) SharePoint
4 15 (9.55%) Apache
5 6 (3.82%) Apache Pig
5 6 (3.82%) DNN
Applications
1 11 (7.01%) MS Excel
2 7 (4.46%) Mathematica
3 6 (3.82%) SPSS
4 3 (1.91%) Gephi
Business Applications
1 6 (3.82%) SAP Oil and Gas
Cloud Services
1 24 (15.29%) Microsoft Azure
2 10 (6.37%) IaaS
2 10 (6.37%) PaaS
3 9 (5.73%) GitHub
4 8 (5.10%) Amazon AWS
5 7 (4.46%) Azure Machine Learning
6 6 (3.82%) Data Lake Analytics
7 1 (0.64%) Google Cloud Platform
Database & Business Intelligence
1 67 (42.68%) Data Mining
2 55 (35.03%) Big Data
3 44 (28.03%) SQL Server
4 39 (24.84%) Hadoop
5 29 (18.47%) Power BI
5 29 (18.47%) SQL Server Analysis Services
5 29 (18.47%) SQL Server Integration Services
5 29 (18.47%) SQL Server Reporting Services
6 28 (17.83%) Relational Database
7 25 (15.92%) Apache Hive
8 23 (14.65%) Data Warehouse
9 20 (12.74%) HDInsight
10 18 (11.46%) QlikView
11 15 (9.55%) RDBMS
12 14 (8.92%) SQL Server 2014
13 13 (8.28%) Text Mining
14 12 (7.64%) NoSQL
15 11 (7.01%) MongoDB
16 9 (5.73%) OLAP
17 6 (3.82%) Microsoft Analysis Services
Development Applications
1 8 (5.10%) Visual Studio
2 6 (3.82%) Visual Studio Tools for Office
3 2 (1.27%) Git (software)
3 2 (1.27%) Team Foundation Server
4 1 (0.64%) Maven
General
1 9 (5.73%) Automotive
1 9 (5.73%) French Language
2 8 (5.10%) Banking
2 8 (5.10%) Finance
2 8 (5.10%) Marketing
3 6 (3.82%) Retail
4 5 (3.18%) Games
4 5 (3.18%) Law
5 3 (1.91%) Electronics
5 3 (1.91%) Front Office
6 2 (1.27%) Legal
6 2 (1.27%) Manufacturing
6 2 (1.27%) Telecoms
7 1 (0.64%) Investment Banking
7 1 (0.64%) Music Industry
Job Titles
1 41 (26.11%) Data Scientist
2 24 (15.29%) Consultant
3 21 (13.38%) Machine Learning Engineer
4 20 (12.74%) Microsoft Consultant
5 18 (11.46%) Software Engineer
6 15 (9.55%) Analyst
7 14 (8.92%) Business Consultant
7 14 (8.92%) Business Intelligence Consultant
7 14 (8.92%) Developer
7 14 (8.92%) Microsoft BI Consultant
8 12 (7.64%) Architect
8 12 (7.64%) Data Architect
9 10 (6.37%) .NET Developer
9 10 (6.37%) Programmer
10 8 (5.10%) .NET Programmer
10 8 (5.10%) .NET Software Developer
10 8 (5.10%) .NET Software Engineer
10 8 (5.10%) C# Developer
10 8 (5.10%) C# Programmer
10 8 (5.10%) C# Software Engineer
Libraries, Frameworks & Software Standards
1 31 (19.75%) Natural Language Processing
2 30 (19.11%) .NET
3 24 (15.29%) D3.js
4 11 (7.01%) NumPy
4 11 (7.01%) TensorFlow
5 10 (6.37%) HTML
5 10 (6.37%) WCF
5 10 (6.37%) WinForms
5 10 (6.37%) WPF
6 9 (5.73%) AngularJS
6 9 (5.73%) Matplotlib
6 9 (5.73%) MDX
6 9 (5.73%) OpenCL
6 9 (5.73%) Theano
7 6 (3.82%) Cascading
7 6 (3.82%) HTML5
7 6 (3.82%) Kafka
7 6 (3.82%) Leaflet
8 4 (2.55%) Web Services
9 3 (1.91%) SciPy
Miscellaneous
1 71 (45.22%) Computer Science
2 55 (35.03%) Algorithms
3 53 (33.76%) Analytical Skills
4 46 (29.30%) Mathematics
5 43 (27.39%) Statistics
6 39 (24.84%) Artificial Intelligence
7 38 (24.20%) Visualisation
8 22 (14.01%) Mobile App
9 19 (12.10%) CUDA
10 17 (10.83%) Physics
11 11 (7.01%) Hedge funds
12 7 (4.46%) Economics
13 6 (3.82%) Data Structures
13 6 (3.82%) Fintech
14 5 (3.18%) Data Integration
15 3 (1.91%) Client/Server
15 3 (1.91%) Social Network
16 2 (1.27%) Biology
16 2 (1.27%) Chemistry
16 2 (1.27%) Robotics
Operating Systems
1 17 (10.83%) Linux
2 7 (4.46%) Unix
3 2 (1.27%) Apple iOS
4 1 (0.64%) Android
4 1 (0.64%) Mac OS
4 1 (0.64%) Windows
Processes & Methodologies
1 111 (70.70%) Machine Learning
2 78 (49.68%) Analytics
3 50 (31.85%) Agile Software Development
4 49 (31.21%) Business Intelligence
5 38 (24.20%) Predictive Analytics
6 26 (16.56%) Statistical Modelling
7 25 (15.92%) Software Engineering
8 23 (14.65%) Predictive Modelling
8 23 (14.65%) Scrum
9 22 (14.01%) Deep Learning
10 20 (12.74%) Kimball Methodology
10 20 (12.74%) Logistic Regression
10 20 (12.74%) Mobile Application Development
10 20 (12.74%) Waterfall
11 18 (11.46%) MapReduce
12 17 (10.83%) Data Analytics
12 17 (10.83%) Data Modelling
12 17 (10.83%) Performance Management
13 15 (9.55%) Data Visualisation
14 13 (8.28%) Open Source
Programming Languages
1 91 (57.96%) Python
2 69 (43.95%) SQL
3 66 (42.04%) R
4 56 (35.67%) C++
5 36 (22.93%) Java
6 27 (17.20%) MATLAB
7 26 (16.56%) JavaScript
8 25 (15.92%) T-SQL
9 22 (14.01%) C
9 22 (14.01%) C#
10 21 (13.38%) Scala
11 8 (5.10%) Shell Script
12 7 (4.46%) Perl
12 7 (4.46%) Ruby
13 6 (3.82%) Bash Shell
13 6 (3.82%) Clojure
14 5 (3.18%) Julia
15 3 (1.91%) Assembly Language
16 2 (1.27%) Haskell
16 2 (1.27%) VB
Qualifications
1 75 (47.77%) Degree
2 41 (26.11%) PhD
3 14 (8.92%) Microsoft Certification
4 3 (1.91%) Postgraduate
System Software
1 6 (3.82%) Virtual Machines
2 3 (1.91%) Docker
3 1 (0.64%) Firmware
Vendors
1 31 (19.75%) Microsoft
2 28 (17.83%) Tableau
3 22 (14.01%) Oracle
4 7 (4.46%) SAP
5 6 (3.82%) IBM
5 6 (3.82%) Lattice Semiconductor
6 5 (3.18%) Teradata
7 4 (2.55%) Hitachi
8 3 (1.91%) Cognos
9 1 (0.64%) Apple
9 1 (0.64%) Google
9 1 (0.64%) Informatica
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