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 19 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
19 Jan 2017
Same period 2016 Same period 2015
Neural Networks
UK / England
Rank 795 846 882
Rank change year-on-year
+51 +36
Permanent jobs citing Neural Network 38 53 56
As % of all permanent IT jobs located in England 0.048% 0.057% 0.057%
As % of the Miscellaneous category 0.12% 0.13% 0.14%
Number of salaries quoted 33 49 51
Median salary £45,000 £67,500 £60,000
Median salary % change year-on-year
-33.33% +12.50%
90% offered a salary of more than £30,000 £50,000 £40,000
10% offered a salary of more than £67,500 £80,000 £85,000
UK excluding London median salary £37,000 £61,250 £55,000
% change year-on-year
-39.59% +11.36%

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
32016 39882 39985
As % of all permanent IT jobs located in England 40.69% 42.64% 40.74%
Number of salaries quoted 26256 32451 32678
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £29,000 £30,000 £28,000
10% offered a salary of more than £80,000 £75,000 £80,000
UK excluding London median salary £42,500 £42,500 £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 19 January 2017.

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 19 January 2017. 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 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
North West - 16 £30,000 - 2
London +27 10 £67,500 -10.00% 5
East of England +25 10 £49,175 -36.54% 4
South East +50 1 £30,000 -51.02% 1
South West +15 1 £50,000 -9.09% 3
Neural Network
UK

Neural Network
Top 30 Related IT Skills in England

For the 6 months to 19 January 2017, 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 67 (77.91%) Machine Learning
2 65 (75.58%) Python
3 49 (56.98%) Analytics
4 46 (53.49%) Mathematics
5 40 (46.51%) Computer Science
5 40 (46.51%) Statistics
6 38 (44.19%) R
7 33 (38.37%) Algorithms
7 33 (38.37%) SQL
8 32 (37.21%) Data Mining
9 31 (36.05%) PhD
9 31 (36.05%) Degree
10 29 (33.72%) C++
11 26 (30.23%) Bayesian Methods
12 25 (29.07%) Analytical Skills
13 24 (27.91%) Big Data
13 24 (27.91%) Visualisation
14 23 (26.74%) SAS
15 21 (24.42%) Cluster Analysis
15 21 (24.42%) Statistical Modelling
16 20 (23.26%) Data Visualisation
17 19 (22.09%) Hadoop
17 19 (22.09%) MATLAB
18 17 (19.77%) Agile Software Development
18 17 (19.77%) Data Analytics
19 16 (18.60%) Stata
19 16 (18.60%) Logistic Regression
20 15 (17.44%) Economics
20 15 (17.44%) Business Intelligence
20 15 (17.44%) Deep Learning

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 23 (26.74%) SAS
2 10 (11.63%) Apache Spark
3 4 (4.65%) SharePoint
4 3 (3.49%) Apache Pig
5 2 (2.33%) Apache
5 2 (2.33%) Elasticsearch
Applications
1 16 (18.60%) Stata
2 8 (9.30%) SPSS
3 5 (5.81%) Chatbot
4 2 (2.33%) CPLEX
4 2 (2.33%) Gephi
4 2 (2.33%) MS Excel
4 2 (2.33%) Simulink
Cloud Services
1 6 (6.98%) Microsoft Azure
2 3 (3.49%) Amazon AWS
2 3 (3.49%) Azure Machine Learning
2 3 (3.49%) GitHub
3 2 (2.33%) Amazon EC2
3 2 (2.33%) Amazon Kinesis
3 2 (2.33%) Amazon S3
3 2 (2.33%) Data Lake Analytics
3 2 (2.33%) IaaS
3 2 (2.33%) PaaS
Communications & Networking
1 1 (1.16%) HTTPS
Database & Business Intelligence
1 32 (37.21%) Data Mining
2 24 (27.91%) Big Data
3 19 (22.09%) Hadoop
4 13 (15.12%) NoSQL
5 11 (12.79%) Relational Database
6 10 (11.63%) Apache Hive
7 9 (10.47%) Text Mining
8 8 (9.30%) Data Warehouse
8 8 (9.30%) SQL Server
9 6 (6.98%) Neo4j
9 6 (6.98%) Power BI
9 6 (6.98%) QlikView
9 6 (6.98%) SQL Server Analysis Services
9 6 (6.98%) SQL Server Integration Services
9 6 (6.98%) SQL Server Reporting Services
10 4 (4.65%) HDInsight
10 4 (4.65%) OLAP
11 3 (3.49%) PostgreSQL
12 2 (2.33%) Microsoft Analysis Services
12 2 (2.33%) SQL Server 2005
Development Applications
1 2 (2.33%) Visual Studio
1 2 (2.33%) Visual Studio Tools for Office
2 1 (1.16%) Git (software)
General
1 6 (6.98%) Finance
1 6 (6.98%) Marketing
2 4 (4.65%) Automotive
2 4 (4.65%) French Language
3 3 (3.49%) Retail
4 2 (2.33%) Electronics
4 2 (2.33%) Front Office
4 2 (2.33%) Multimedia
5 1 (1.16%) Games
5 1 (1.16%) Manufacturing
5 1 (1.16%) Telecoms
Job Titles
1 48 (55.81%) Data Scientist
2 11 (12.79%) Senior Data Scientist
3 9 (10.47%) Hardware Engineer
4 7 (8.14%) Consultant
5 5 (5.81%) Analyst
6 4 (4.65%) Microsoft Consultant
7 3 (3.49%) Design Engineer
7 3 (3.49%) Hardware Design Engineer
7 3 (3.49%) Hardware Verification Engineer
7 3 (3.49%) IT Consultant
7 3 (3.49%) Machine Learning Scientist
7 3 (3.49%) Senior Statistician
7 3 (3.49%) Statistician
7 3 (3.49%) Verification Engineer
8 2 (2.33%) Analytics Consultant
8 2 (2.33%) Architect
8 2 (2.33%) Azure Consultant
8 2 (2.33%) Data Architect
8 2 (2.33%) Lead Data Architect
8 2 (2.33%) Software Engineer
Libraries, Frameworks & Software Standards
1 11 (12.79%) Natural Language Processing
2 7 (8.14%) NumPy
2 7 (8.14%) scikit-learn
3 6 (6.98%) D3.js
4 5 (5.81%) .NET
5 4 (4.65%) TensorFlow
6 3 (3.49%) HTML
6 3 (3.49%) Matplotlib
6 3 (3.49%) OpenCL
6 3 (3.49%) Pandas
6 3 (3.49%) Theano
6 3 (3.49%) Torch
7 2 (2.33%) HTML5
7 2 (2.33%) Leaflet
7 2 (2.33%) MDX
8 1 (1.16%) AngularJS
8 1 (1.16%) Cascading
8 1 (1.16%) SparkR
8 1 (1.16%) Twitter Bootstrap
8 1 (1.16%) Velocity
Miscellaneous
1 46 (53.49%) Mathematics
2 40 (46.51%) Computer Science
2 40 (46.51%) Statistics
3 33 (38.37%) Algorithms
4 25 (29.07%) Analytical Skills
5 24 (27.91%) Visualisation
6 15 (17.44%) Economics
7 14 (16.28%) Artificial Intelligence
8 11 (12.79%) Physics
9 6 (6.98%) Field-Programmable Gate Array
10 4 (4.65%) Mobile App
11 3 (3.49%) Applied Mathematics
11 3 (3.49%) ASIC
11 3 (3.49%) Chemistry
11 3 (3.49%) CUDA
11 3 (3.49%) Device Driver
11 3 (3.49%) Verilog
12 2 (2.33%) Digital Media
12 2 (2.33%) Informatics
12 2 (2.33%) Psychology
Operating Systems
1 2 (2.33%) Linux
2 1 (1.16%) Unix
2 1 (1.16%) Windows
Processes & Methodologies
1 67 (77.91%) Machine Learning
2 49 (56.98%) Analytics
3 26 (30.23%) Bayesian Methods
4 21 (24.42%) Cluster Analysis
4 21 (24.42%) Statistical Modelling
5 20 (23.26%) Data Visualisation
6 17 (19.77%) Agile Software Development
6 17 (19.77%) Data Analytics
7 16 (18.60%) Logistic Regression
8 15 (17.44%) Business Intelligence
8 15 (17.44%) Deep Learning
9 12 (13.95%) Computer Vision
10 11 (12.79%) Predictive Analytics
10 11 (12.79%) Predictive Modelling
11 10 (11.63%) Neuroscience
11 10 (11.63%) Statistical Analysis
11 10 (11.63%) Stochastic Modelling
12 9 (10.47%) Coaching
12 9 (10.47%) Mentoring
12 9 (10.47%) Prototyping
Programming Languages
1 65 (75.58%) Python
2 38 (44.19%) R
3 33 (38.37%) SQL
4 29 (33.72%) C++
5 19 (22.09%) MATLAB
6 14 (16.28%) C
7 12 (13.95%) Perl
8 11 (12.79%) Scala
9 10 (11.63%) Java
10 9 (10.47%) Tcl
11 8 (9.30%) C#
12 6 (6.98%) VBA
13 5 (5.81%) JavaScript
14 3 (3.49%) Fortran
14 3 (3.49%) Ruby
14 3 (3.49%) T-SQL
15 2 (2.33%) Clojure
15 2 (2.33%) VB
16 1 (1.16%) Cypher
16 1 (1.16%) Go
Qualifications
1 31 (36.05%) Degree
1 31 (36.05%) PhD
2 5 (5.81%) Postgraduate
3 2 (2.33%) Microsoft Certification
Quality Assurance & Compliance
1 6 (6.98%) Data Quality
System Software
1 2 (2.33%) HDFS
1 2 (2.33%) Virtual Machines
Vendors
1 8 (9.30%) Tableau
2 6 (6.98%) Microsoft
3 5 (5.81%) Oracle
4 4 (4.65%) Hitachi
5 2 (2.33%) Cognos
6 1 (1.16%) Intel
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Posted: 3 days ago
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