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 27 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Sep 2016
Same period 2015 Same period 2014
Neural Networks
Rank 825 912 940
Rank change year-on-year
+87 +28
Permanent jobs citing Neural Network 71 29 29
As % of all permanent IT jobs located in the UK 0.074% 0.027% 0.026%
As % of the Miscellaneous category 0.18% 0.063% 0.064%
Number of salaries quoted 65 18 29
Median salary £65,000 £68,750 £68,000
Median salary % change year-on-year
-5.45% +1.10%
90% offered a salary of more than £34,000 £41,250 £42,500
10% offered a salary of more than £100,000 £110,000 £74,000
UK excluding London median salary £41,250 £80,000 £50,000
% change year-on-year
-48.43% +60.00%

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
39200 45916 45246
As % of all permanent IT jobs located in the UK 40.99% 42.42% 40.13%
Number of salaries quoted 31973 36947 35341
Median salary £50,000 £49,500 £46,500
Median salary % change year-on-year
+1.01% +6.45%
90% offered a salary of more than £28,750 £28,500 £28,000
10% offered a salary of more than £80,000 £72,500 £77,500
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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 27 September 2016 within the UK.

Neural Network Salary Histogram in the UK

Neural Network
Top 25 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 27 September 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 +92 70 £65,000 -5.45% 6
London +65 45 £75,000 +11.11% 2
South East +44 13 £48,750 +95.00%
City of London +52 11 £77,500 +34.78% 1
Leeds - 6 £26,000 -
West Yorkshire - 6 £26,000 -
Yorkshire - 6 £26,000 -
Oxfordshire - 4 £47,500 -
Surrey - 4 £47,500 -
North West - 4 £34,000 -
Cheshire - 3 £34,000 -
Hampshire - 3 £60,000 -
Guildford - 3 £47,500 -
Southampton - 2 £60,000 -
Maidenhead - 2 £52,500 -
Berkshire - 2 £52,500 -
Oxford - 2 £41,250 -
East of England +22 1 £52,500 - 3
Manchester - 1 £35,000 -
Macclesfield - 1 £34,000 -
Romsey - 1 £35,000 -
Oldham - 1 £35,000 -
Watford - 1 £52,500 -
Staines - 1 - -
Hertfordshire - 1 £52,500 -

Neural Network
Top 30 Related IT Skills

For the 6 months to 27 September 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.

1 118 (80.82%) Machine Learning
2 98 (67.12%) Python
3 73 (50.00%) Analytics
4 71 (48.63%) Degree
5 70 (47.95%) R
6 68 (46.58%) SQL
7 65 (44.52%) Big Data
8 62 (42.47%) Algorithms
9 61 (41.78%) Mathematics
10 60 (41.10%) Analytical Skills
11 58 (39.73%) Computer Science
11 58 (39.73%) Data Mining
12 55 (37.67%) C++
13 51 (34.93%) PhD
14 49 (33.56%) Visualisation
15 48 (32.88%) Statistics
16 43 (29.45%) Agile Software Development
17 38 (26.03%) Artificial Intelligence
17 38 (26.03%) Business Intelligence
18 36 (24.66%) Hadoop
18 36 (24.66%) Natural Language Processing
19 35 (23.97%) Java
20 33 (22.60%) Predictive Analytics
21 32 (21.92%) MATLAB
22 30 (20.55%) Data Visualisation
23 28 (19.18%) Tableau
23 28 (19.18%) Statistical Modelling
24 25 (17.12%) Apache Hive
24 25 (17.12%) Scala
24 25 (17.12%) Data Warehouse

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 (16.44%) Apache Spark
2 22 (15.07%) SAS
3 19 (13.01%) SharePoint
4 12 (8.22%) Apache
5 8 (5.48%) Apache Pig
6 6 (4.11%) DNN
7 2 (1.37%) Elasticsearch
Applications
1 9 (6.16%) SPSS
2 7 (4.79%) Mathematica
3 4 (2.74%) Gephi
3 4 (2.74%) MS Excel
4 3 (2.05%) Stata
5 2 (1.37%) CPLEX
6 1 (0.68%) Simulink
Business Applications
1 6 (4.11%) SAP Oil and Gas
Cloud Services
1 22 (15.07%) Microsoft Azure
2 9 (6.16%) Azure Machine Learning
2 9 (6.16%) GitHub
3 7 (4.79%) Data Lake Analytics
3 7 (4.79%) IaaS
3 7 (4.79%) PaaS
4 6 (4.11%) Amazon AWS
5 2 (1.37%) Amazon EC2
5 2 (1.37%) Amazon Kinesis
5 2 (1.37%) Amazon S3
6 1 (0.68%) Google Cloud Platform
Communications & Networking
1 1 (0.68%) HTTPS
Database & Business Intelligence
1 65 (44.52%) Big Data
2 58 (39.73%) Data Mining
3 36 (24.66%) Hadoop
4 25 (17.12%) Apache Hive
4 25 (17.12%) Data Warehouse
5 24 (16.44%) SQL Server
6 21 (14.38%) NoSQL
6 21 (14.38%) Power BI
6 21 (14.38%) SQL Server Analysis Services
6 21 (14.38%) SQL Server Integration Services
6 21 (14.38%) SQL Server Reporting Services
7 19 (13.01%) HDInsight
7 19 (13.01%) QlikView
8 18 (12.33%) Relational Database
9 12 (8.22%) SQL Server 2014
10 11 (7.53%) OLAP
10 11 (7.53%) Text Mining
11 9 (6.16%) Neo4j
12 7 (4.79%) Azure SQL Database
12 7 (4.79%) SQL Server 2012
Development Applications
1 7 (4.79%) Visual Studio
1 7 (4.79%) Visual Studio Tools for Office
2 3 (2.05%) Git (software)
General
1 12 (8.22%) Automotive
1 12 (8.22%) French Language
2 7 (4.79%) Marketing
3 6 (4.11%) Finance
4 5 (3.42%) Retail
5 4 (2.74%) Banking
5 4 (2.74%) Games
6 3 (2.05%) Electronics
7 2 (1.37%) Front Office
7 2 (1.37%) Manufacturing
7 2 (1.37%) Multimedia
8 1 (0.68%) Telecoms
Job Titles
1 60 (41.10%) Data Scientist
2 24 (16.44%) Consultant
3 19 (13.01%) Microsoft Consultant
4 17 (11.64%) Analyst
4 17 (11.64%) Machine Learning Engineer
5 12 (8.22%) Senior Data Scientist
6 11 (7.53%) Business Consultant
6 11 (7.53%) Business Intelligence Consultant
6 11 (7.53%) Microsoft BI Consultant
7 9 (6.16%) Software Engineer
8 7 (4.79%) Azure Consultant
9 6 (4.11%) C++ Software Engineer
10 5 (3.42%) MATLAB Engineer
10 5 (3.42%) Principal Consultant
10 5 (3.42%) Python Software Engineer
10 5 (3.42%) Scientific Software Engineer
10 5 (3.42%) Senior Business Consultant
10 5 (3.42%) Senior Business Intelligence Consultant
10 5 (3.42%) Senior Consultant
10 5 (3.42%) Senior Microsoft Consultant
Libraries, Frameworks & Software Standards
1 36 (24.66%) Natural Language Processing
2 24 (16.44%) D3.js
3 19 (13.01%) .NET
4 15 (10.27%) NumPy
5 9 (6.16%) Matplotlib
5 9 (6.16%) OpenCL
5 9 (6.16%) TensorFlow
5 9 (6.16%) Theano
6 8 (5.48%) HTML
7 7 (4.79%) Cascading
7 7 (4.79%) HTML5
7 7 (4.79%) Leaflet
8 6 (4.11%) Kafka
9 4 (2.74%) scikit-learn
10 3 (2.05%) Pandas
11 2 (1.37%) MDX
11 2 (1.37%) Node.js
11 2 (1.37%) SciPy
12 1 (0.68%) OpenMP
12 1 (0.68%) REST
Miscellaneous
1 62 (42.47%) Algorithms
2 61 (41.78%) Mathematics
3 60 (41.10%) Analytical Skills
4 58 (39.73%) Computer Science
5 49 (33.56%) Visualisation
6 48 (32.88%) Statistics
7 38 (26.03%) Artificial Intelligence
8 22 (15.07%) Physics
9 19 (13.01%) Mobile App
10 16 (10.96%) Economics
11 15 (10.27%) CUDA
12 7 (4.79%) Data Structures
13 6 (4.11%) Fintech
14 5 (3.42%) Chemistry
15 3 (2.05%) Applied Mathematics
15 3 (2.05%) Biology
16 2 (1.37%) Digital Media
16 2 (1.37%) Informatics
16 2 (1.37%) Psychology
16 2 (1.37%) Social Network
Operating Systems
1 17 (11.64%) Linux
2 8 (5.48%) Unix
3 2 (1.37%) Apple iOS
4 1 (0.68%) Android
4 1 (0.68%) Mac OS
4 1 (0.68%) Windows
Processes & Methodologies
1 118 (80.82%) Machine Learning
2 73 (50.00%) Analytics
3 43 (29.45%) Agile Software Development
4 38 (26.03%) Business Intelligence
5 33 (22.60%) Predictive Analytics
6 30 (20.55%) Data Visualisation
7 28 (19.18%) Statistical Modelling
8 24 (16.44%) Logistic Regression
8 24 (16.44%) Predictive Modelling
9 23 (15.75%) Scrum
10 19 (13.01%) Deep Learning
10 19 (13.01%) Kimball Methodology
10 19 (13.01%) Mobile Application Development
10 19 (13.01%) Waterfall
11 18 (12.33%) MapReduce
12 17 (11.64%) Data Modelling
12 17 (11.64%) Random Forest
13 16 (10.96%) Performance Management
14 15 (10.27%) Statistical Analysis
15 14 (9.59%) Open Source
Programming Languages
1 98 (67.12%) Python
2 70 (47.95%) R
3 68 (46.58%) SQL
4 55 (37.67%) C++
5 35 (23.97%) Java
6 32 (21.92%) MATLAB
7 25 (17.12%) Scala
8 19 (13.01%) C
9 17 (11.64%) JavaScript
10 14 (9.59%) C#
11 9 (6.16%) T-SQL
12 8 (5.48%) Perl
12 8 (5.48%) Shell Script
13 7 (4.79%) Ruby
14 6 (4.11%) Bash Shell
15 4 (2.74%) Clojure
15 4 (2.74%) Cypher
16 3 (2.05%) Julia
16 3 (2.05%) VB
16 3 (2.05%) VBA
Qualifications
1 71 (48.63%) Degree
2 51 (34.93%) PhD
3 12 (8.22%) Microsoft Certification
4 4 (2.74%) Postgraduate
Quality Assurance & Compliance
1 3 (2.05%) Data Quality
System Software
1 7 (4.79%) Virtual Machines
2 2 (1.37%) HDFS
3 1 (0.68%) Docker
3 1 (0.68%) Firmware
Vendors
1 28 (19.18%) Tableau
2 21 (14.38%) Microsoft
3 17 (11.64%) Oracle
4 8 (5.48%) Hitachi
5 7 (4.79%) SAP
6 6 (4.11%) Lattice Semiconductor
7 4 (2.74%) Cognos
7 4 (2.74%) IBM
8 3 (2.05%) Teradata
9 1 (0.68%) Google
9 1 (0.68%) Informatica
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