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

3 months to
18 Jan 2017
Same period 2016 Same period 2015
Neural Networks
UK
Rank 802 873 893
Rank change year-on-year
+71 +20
Permanent jobs citing Neural Network 43 54 54
As % of all permanent IT jobs located in the UK 0.051% 0.054% 0.052%
As % of the Miscellaneous category 0.13% 0.13% 0.13%
Number of salaries quoted 36 50 49
Median salary £45,000 £65,000 £60,000
Median salary % change year-on-year
-30.76% +8.33%
90% offered a salary of more than £30,000 £50,000 £40,000
10% offered a salary of more than £63,750 £80,000 £81,000
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 across the UK.

Miscellaneous Category
UK
Permanent IT job ads with a match in the
Miscellaneous category
34067 42666 41748
As % of all permanent IT jobs located in the UK 40.52% 42.61% 40.50%
Number of salaries quoted 27749 34235 33844
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

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 18 January 2017 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 18 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
England +58 37 £45,000 -30.76% 14
North West - 16 £30,000 - 1
Manchester - 14 £30,000 - 1
East of England +34 10 £49,175 -36.54% 4
London +35 9 £67,500 -11.47% 4
Cambridge +9 9 £52,500 -32.25% 3
Cambridgeshire +7 9 £52,500 -32.25% 3
Edinburgh - 4 £21,500 -
Scotland - 4 £21,500 -
Oldham - 2 - - 1
Wales - 2 £60,000 -
Cardiff - 2 £60,000 -
Cheshire - 2 £34,000 -
South Wales - 2 £60,000 -
South East +39 1 £30,000 -51.02% 1
Surrey +35 1 £30,000 -57.14%
Guildford +26 1 £30,000 -57.14%
City of London +22 1 £57,500 -20.68% 1
South West +19 1 £50,000 -9.09% 3
Bristol +14 1 £50,000 -9.09% 1
Norfolk -13 1 £45,850 -0.97%
Norwich -17 1 £45,850 -0.97%

Neural Network
Top 30 Related IT Skills

For the 6 months to 18 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 with a requirement for Neural Network.

1 72 (78.26%) Machine Learning
2 66 (71.74%) Python
3 50 (54.35%) Analytics
4 49 (53.26%) Mathematics
5 43 (46.74%) Computer Science
6 42 (45.65%) Statistics
7 40 (43.48%) Algorithms
8 38 (41.30%) R
8 38 (41.30%) Degree
9 34 (36.96%) C++
9 34 (36.96%) SQL
10 32 (34.78%) PhD
11 31 (33.70%) Data Mining
12 29 (31.52%) Bayesian Methods
13 28 (30.43%) Analytical Skills
14 26 (28.26%) Visualisation
15 24 (26.09%) Big Data
16 23 (25.00%) SAS
17 22 (23.91%) Data Visualisation
18 21 (22.83%) Statistical Modelling
18 21 (22.83%) Deep Learning
18 21 (22.83%) Cluster Analysis
19 20 (21.74%) MATLAB
19 20 (21.74%) Hadoop
20 19 (20.65%) Agile Software Development
21 17 (18.48%) Logistic Regression
21 17 (18.48%) Data Analytics
22 16 (17.39%) Stata
22 16 (17.39%) Artificial Intelligence
22 16 (17.39%) Computer Vision

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 23 (25.00%) SAS
2 12 (13.04%) Apache Spark
3 4 (4.35%) SharePoint
4 3 (3.26%) Apache Pig
5 2 (2.17%) Apache
5 2 (2.17%) Elasticsearch
Applications
1 16 (17.39%) Stata
2 8 (8.70%) SPSS
3 5 (5.43%) Chatbot
4 2 (2.17%) CPLEX
4 2 (2.17%) Gephi
4 2 (2.17%) MS Excel
4 2 (2.17%) Simulink
Cloud Services
1 6 (6.52%) Microsoft Azure
2 3 (3.26%) Amazon AWS
2 3 (3.26%) Azure Machine Learning
2 3 (3.26%) GitHub
3 2 (2.17%) Amazon EC2
3 2 (2.17%) Amazon Kinesis
3 2 (2.17%) Amazon S3
3 2 (2.17%) Data Lake Analytics
3 2 (2.17%) IaaS
3 2 (2.17%) PaaS
Communications & Networking
1 1 (1.09%) HTTPS
Database & Business Intelligence
1 31 (33.70%) Data Mining
2 24 (26.09%) Big Data
3 20 (21.74%) Hadoop
4 15 (16.30%) NoSQL
5 10 (10.87%) Relational Database
6 9 (9.78%) Apache Hive
7 8 (8.70%) Data Warehouse
7 8 (8.70%) Neo4j
7 8 (8.70%) SQL Server
7 8 (8.70%) Text Mining
8 6 (6.52%) Power BI
8 6 (6.52%) QlikView
8 6 (6.52%) SQL Server Analysis Services
8 6 (6.52%) SQL Server Integration Services
8 6 (6.52%) SQL Server Reporting Services
9 5 (5.43%) PostgreSQL
10 4 (4.35%) HDInsight
10 4 (4.35%) OLAP
11 2 (2.17%) Azure SQL Database
11 2 (2.17%) Oracle OLAP
Development Applications
1 2 (2.17%) Git (software)
1 2 (2.17%) Visual Studio
1 2 (2.17%) Visual Studio Tools for Office
General
1 6 (6.52%) Finance
1 6 (6.52%) Marketing
2 4 (4.35%) Automotive
2 4 (4.35%) French Language
2 4 (4.35%) Multimedia
3 3 (3.26%) Retail
4 2 (2.17%) Electronics
4 2 (2.17%) Front Office
5 1 (1.09%) Games
5 1 (1.09%) Manufacturing
5 1 (1.09%) Telecoms
Job Titles
1 49 (53.26%) Data Scientist
2 11 (11.96%) Senior Data Scientist
3 9 (9.78%) Hardware Engineer
4 7 (7.61%) Consultant
5 5 (5.43%) Analyst
6 4 (4.35%) Microsoft Consultant
7 3 (3.26%) Design Engineer
7 3 (3.26%) Hardware Design Engineer
7 3 (3.26%) Hardware Verification Engineer
7 3 (3.26%) IT Consultant
7 3 (3.26%) Machine Learning Scientist
7 3 (3.26%) Senior Statistician
7 3 (3.26%) Statistician
7 3 (3.26%) Verification Engineer
8 2 (2.17%) Azure Consultant
8 2 (2.17%) Computer Scientist
8 2 (2.17%) Data Consultant
8 2 (2.17%) Image Processing Scientist
8 2 (2.17%) Lead Architect
8 2 (2.17%) Lead Data Architect
Libraries, Frameworks & Software Standards
1 13 (14.13%) Natural Language Processing
2 7 (7.61%) NumPy
2 7 (7.61%) scikit-learn
3 6 (6.52%) D3.js
4 5 (5.43%) .NET
5 4 (4.35%) TensorFlow
6 3 (3.26%) HTML
6 3 (3.26%) Matplotlib
6 3 (3.26%) OpenCL
6 3 (3.26%) Pandas
6 3 (3.26%) Theano
6 3 (3.26%) Torch
7 2 (2.17%) HTML5
7 2 (2.17%) Leaflet
7 2 (2.17%) MDX
7 2 (2.17%) Unity (Game Engine)
8 1 (1.09%) AngularJS
8 1 (1.09%) Cascading
8 1 (1.09%) SparkR
8 1 (1.09%) Twitter Bootstrap
Miscellaneous
1 49 (53.26%) Mathematics
2 43 (46.74%) Computer Science
3 42 (45.65%) Statistics
4 40 (43.48%) Algorithms
5 28 (30.43%) Analytical Skills
6 26 (28.26%) Visualisation
7 16 (17.39%) Artificial Intelligence
8 15 (16.30%) Economics
9 12 (13.04%) Physics
10 6 (6.52%) Field-Programmable Gate Array
11 4 (4.35%) Chemistry
11 4 (4.35%) Mobile App
12 3 (3.26%) Applied Mathematics
12 3 (3.26%) ASIC
12 3 (3.26%) CUDA
12 3 (3.26%) Device Driver
12 3 (3.26%) Verilog
13 2 (2.17%) Biology
13 2 (2.17%) Digital Media
13 2 (2.17%) Informatics
Operating Systems
1 7 (7.61%) Linux
2 5 (5.43%) Windows
3 1 (1.09%) Unix
Processes & Methodologies
1 72 (78.26%) Machine Learning
2 50 (54.35%) Analytics
3 29 (31.52%) Bayesian Methods
4 22 (23.91%) Data Visualisation
5 21 (22.83%) Cluster Analysis
5 21 (22.83%) Deep Learning
5 21 (22.83%) Statistical Modelling
6 19 (20.65%) Agile Software Development
7 17 (18.48%) Data Analytics
7 17 (18.48%) Logistic Regression
8 16 (17.39%) Computer Vision
9 14 (15.22%) Business Intelligence
10 11 (11.96%) Predictive Analytics
10 11 (11.96%) Predictive Modelling
10 11 (11.96%) Random Forest
11 10 (10.87%) Neuroscience
11 10 (10.87%) Statistical Analysis
11 10 (10.87%) Stochastic Modelling
12 9 (9.78%) Data Modelling
12 9 (9.78%) Prototyping
Programming Languages
1 66 (71.74%) Python
2 38 (41.30%) R
3 34 (36.96%) C++
3 34 (36.96%) SQL
4 20 (21.74%) MATLAB
5 14 (15.22%) C
6 12 (13.04%) Perl
7 11 (11.96%) Scala
8 10 (10.87%) Java
9 9 (9.78%) C#
9 9 (9.78%) Tcl
10 6 (6.52%) VBA
11 5 (5.43%) JavaScript
12 3 (3.26%) Fortran
12 3 (3.26%) Ruby
12 3 (3.26%) T-SQL
12 3 (3.26%) VB
13 2 (2.17%) Clojure
14 1 (1.09%) Cypher
14 1 (1.09%) Go
Qualifications
1 38 (41.30%) Degree
2 32 (34.78%) PhD
3 7 (7.61%) Postgraduate
4 2 (2.17%) Microsoft Certification
Quality Assurance & Compliance
1 6 (6.52%) Data Quality
System Software
1 4 (4.35%) HDFS
2 2 (2.17%) Virtual Machines
Vendors
1 8 (8.70%) Tableau
2 6 (6.52%) Microsoft
3 5 (5.43%) Oracle
4 4 (4.35%) Hitachi
5 3 (3.26%) Intel
6 2 (2.17%) Cognos
6 2 (2.17%) Google
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