The table below looks at the statistics for Neural Network skills 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 20 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Feb 2017
Same period 2016 Same period 2015
Neural Networks
UK / England
Rank 773 870 884
Rank change year-on-year
+97 +14
Permanent jobs citing Neural Network 66 66 52
As % of all permanent IT jobs located in England 0.083% 0.070% 0.052%
As % of the Processes & Methodologies category 0.094% 0.080% 0.060%
Number of salaries quoted 50 54 44
Median salary £57,500 £73,750 £57,500
Median salary % change year-on-year
-22.03% +28.26%
90% offered a salary of more than £30,000 £45,390 £40,000
10% offered a salary of more than £80,000 £80,000 £85,000
UK excluding London median salary £54,250 £57,500 £50,000
% change year-on-year
-5.65% +15.00%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the England region.

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
70431 82998 86048
As % of all permanent IT jobs located in England 88.76% 88.22% 86.53%
Number of salaries quoted 58371 69691 71211
Median salary £50,000 £50,000 £48,500
Median salary % change year-on-year
- +3.09%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 Processes & Methodologies 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 20 February 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 20 February 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
East of England +45 21 £57,500 -25.80% 3
North West - 18 £37,500 - 1
London +15 17 £67,500 -10.00% 7
South West - 6 £77,500 - 2
South East +55 4 £70,000 +19.14% 2
Neural Network
UK

Neural Network
Top 30 Related IT Skills in England

For the 6 months to 20 February 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 85 (85.00%) Machine Learning
2 81 (81.00%) Python
3 49 (49.00%) PhD
4 45 (45.00%) Mathematics
5 44 (44.00%) Analytics
6 41 (41.00%) Computer Science
6 41 (41.00%) C++
7 38 (38.00%) R
8 37 (37.00%) Algorithms
9 33 (33.00%) Statistics
10 31 (31.00%) Deep Learning
11 30 (30.00%) Computer Vision
12 29 (29.00%) Degree
13 28 (28.00%) Data Mining
14 26 (26.00%) Java
15 23 (23.00%) SQL
16 22 (22.00%) SAS
17 21 (21.00%) MATLAB
17 21 (21.00%) Bayesian Methods
17 21 (21.00%) Big Data
17 21 (21.00%) Statistical Modelling
18 20 (20.00%) Scala
18 20 (20.00%) Hadoop
18 20 (20.00%) Artificial Intelligence
18 20 (20.00%) Software Engineering
19 19 (19.00%) Analytical Skills
20 18 (18.00%) C
21 16 (16.00%) Stata
21 16 (16.00%) Cluster Analysis
21 16 (16.00%) Decision Tree

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 22 (22.00%) SAS
2 9 (9.00%) DNN
3 6 (6.00%) Apache Spark
4 4 (4.00%) Apache
5 3 (3.00%) Apache Pig
6 1 (1.00%) Elasticsearch
Applications
1 16 (16.00%) Stata
2 6 (6.00%) SPSS
3 2 (2.00%) Chatbot
3 2 (2.00%) Simulink
4 1 (1.00%) MS Excel
Cloud Services
1 4 (4.00%) Amazon AWS
2 2 (2.00%) Amazon SQS
3 1 (1.00%) Amazon EC2
3 1 (1.00%) Amazon Kinesis
3 1 (1.00%) Amazon S3
3 1 (1.00%) Microsoft Azure
Communications & Networking
1 1 (1.00%) HTTPS
Database & Business Intelligence
1 28 (28.00%) Data Mining
2 21 (21.00%) Big Data
3 20 (20.00%) Hadoop
4 11 (11.00%) Text Mining
5 10 (10.00%) Apache Hive
6 9 (9.00%) Relational Database
7 8 (8.00%) NoSQL
8 5 (5.00%) SQL Server
9 3 (3.00%) MongoDB
10 2 (2.00%) Apache Cassandra
10 2 (2.00%) CouchDB
10 2 (2.00%) HBase
10 2 (2.00%) Neo4j
10 2 (2.00%) Redis
10 2 (2.00%) RethinkDB
11 1 (1.00%) Amazon Redshift
11 1 (1.00%) IBM BigInsights
11 1 (1.00%) IBM InfoSphere
11 1 (1.00%) Mahout
11 1 (1.00%) Power BI
Development Applications
1 9 (9.00%) Git (software)
General
1 12 (12.00%) Finance
2 10 (10.00%) Games
3 6 (6.00%) Marketing
4 5 (5.00%) Retail
4 5 (5.00%) Telecoms
5 3 (3.00%) Front Office
6 2 (2.00%) Electronics
7 1 (1.00%) Manufacturing
Job Titles
1 49 (49.00%) Data Scientist
2 12 (12.00%) Machine Learning Engineer
2 12 (12.00%) Software Engineer
3 9 (9.00%) Hardware Engineer
4 8 (8.00%) Senior Data Scientist
5 7 (7.00%) Computer Engineer
5 7 (7.00%) Computer Vision Engineer
6 5 (5.00%) Machine Learning Scientist
7 4 (4.00%) Algorithm Engineer
7 4 (4.00%) Developer
8 3 (3.00%) Design Engineer
8 3 (3.00%) Hardware Design Engineer
8 3 (3.00%) Hardware Verification Engineer
8 3 (3.00%) Senior Statistician
8 3 (3.00%) Statistician
8 3 (3.00%) Verification Engineer
9 2 (2.00%) .NET Developer
9 2 (2.00%) Artificial Intelligence Engineer
9 2 (2.00%) Java Engineer
9 2 (2.00%) Research Engineer
Libraries, Frameworks & Software Standards
1 12 (12.00%) Natural Language Processing
2 10 (10.00%) OpenCV
2 10 (10.00%) Theano
3 9 (9.00%) Unity (Game Engine)
4 3 (3.00%) .NET
4 3 (3.00%) AngularJS
4 3 (3.00%) TensorFlow
4 3 (3.00%) Twitter Bootstrap
4 3 (3.00%) WCF
4 3 (3.00%) WPF
5 2 (2.00%) NumPy
5 2 (2.00%) scikit-learn
5 2 (2.00%) SparkR
6 1 (1.00%) Cascading
6 1 (1.00%) HTML
6 1 (1.00%) MDX
6 1 (1.00%) OpenMP
6 1 (1.00%) Pandas
6 1 (1.00%) Velocity
6 1 (1.00%) WinForms
Miscellaneous
1 41 (41.00%) Computer Science
2 37 (37.00%) Algorithms
3 19 (19.00%) Analytical Skills
4 6 (6.00%) Field-Programmable Gate Array
5 5 (5.00%) Social Network
6 3 (3.00%) ASIC
6 3 (3.00%) Client/Server
6 3 (3.00%) Device Driver
6 3 (3.00%) Management Information System
6 3 (3.00%) Verilog
7 2 (2.00%) Data Structures
7 2 (2.00%) Hedge funds
8 1 (1.00%) Augmented Reality
8 1 (1.00%) Fintech
8 1 (1.00%) Fixed Income
8 1 (1.00%) Social Media
Operating Systems
1 10 (10.00%) Linux
2 1 (1.00%) Unix
2 1 (1.00%) Windows
Processes & Methodologies
1 85 (85.00%) Machine Learning
2 45 (45.00%) Mathematics
3 44 (44.00%) Analytics
4 33 (33.00%) Statistics
5 31 (31.00%) Deep Learning
6 30 (30.00%) Computer Vision
7 21 (21.00%) Bayesian Methods
7 21 (21.00%) Statistical Modelling
8 20 (20.00%) Artificial Intelligence
8 20 (20.00%) Software Engineering
9 16 (16.00%) Cluster Analysis
9 16 (16.00%) Decision Tree
10 15 (15.00%) Logistic Regression
11 14 (14.00%) Data Visualisation
11 14 (14.00%) Predictive Analytics
11 14 (14.00%) Visualisation
12 13 (13.00%) Data Analytics
13 12 (12.00%) Agile Software Development
13 12 (12.00%) Predictive Modelling
13 12 (12.00%) Validation
Programming Languages
1 81 (81.00%) Python
2 41 (41.00%) C++
3 38 (38.00%) R
4 26 (26.00%) Java
5 23 (23.00%) SQL
6 21 (21.00%) MATLAB
7 20 (20.00%) Scala
8 18 (18.00%) C
9 13 (13.00%) Perl
10 9 (9.00%) Tcl
11 6 (6.00%) C#
11 6 (6.00%) VBA
12 3 (3.00%) Fortran
12 3 (3.00%) Go
12 3 (3.00%) JavaScript
12 3 (3.00%) T-SQL
13 1 (1.00%) Cypher
13 1 (1.00%) Ruby
13 1 (1.00%) VB
Qualifications
1 49 (49.00%) PhD
2 29 (29.00%) Degree
3 7 (7.00%) Postgraduate
Quality Assurance & Compliance
1 6 (6.00%) Data Quality
System Software
1 3 (3.00%) HDFS
2 2 (2.00%) Docker
Systems Management
1 2 (2.00%) Kubernetes
Vendors
1 7 (7.00%) Microsoft
1 7 (7.00%) Oracle
2 4 (4.00%) Apple
3 3 (3.00%) Cloudera
3 3 (3.00%) Hortonworks
3 3 (3.00%) MapR
4 2 (2.00%) IBM
5 1 (1.00%) Google
5 1 (1.00%) Greenplum
5 1 (1.00%) Hitachi
5 1 (1.00%) Intel
5 1 (1.00%) Tableau
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