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

3 months to
2 Dec 2016
Same period 2015 Same period 2014
Neural Networks
Rank 843 930 926
Rank change year-on-year
+87 -4
Permanent jobs citing Neural Network 35 38 55
As % of all permanent IT jobs located in the UK 0.038% 0.035% 0.048%
As % of the Miscellaneous category 0.095% 0.082% 0.12%
Number of salaries quoted 32 33 54
Median salary £51,250 £65,000 £65,000
Median salary % change year-on-year
-21.15% -
90% offered a salary of more than £30,000 £53,000 £40,000
10% offered a salary of more than £69,750 £80,000 £79,250
UK excluding London median salary £34,000 £65,000 £55,000
% change year-on-year
-47.69% +18.18%

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
36921 46066 46305
As % of all permanent IT jobs located in the UK 40.56% 42.52% 40.19%
Number of salaries quoted 30093 36746 37383
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £29,250 £29,252 £27,500
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 2 December 2016 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 2 December 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 +84 31 £50,000 -23.07% 9
London +55 11 £67,500 -1.81% 3
North West - 10 £30,000 - 1
East of England - 8 £52,500 - 3
Manchester - 7 £30,000 -
Cambridge - 6 £52,500 - 2
Cambridgeshire - 6 £52,500 - 2
Cheshire - 3 £34,000 - 1
Scotland +34 2 £21,500 -
Edinburgh +15 2 £21,500 -
Cardiff - 2 £60,000 -
Watford - 2 £52,500 -
Hertfordshire - 2 £52,500 - 1
South Wales - 2 £60,000 -
Wales - 2 £60,000 -
South East +68 1 £30,000 -52.00% 1
South West +20 1 £50,000 -9.09%
Bristol +10 1 £50,000 -9.09%
Surrey - 1 £30,000 -
City of London - 1 £72,500 - 2
Macclesfield - 1 £34,000 -
Guildford - 1 £30,000 -

Neural Network
Top 30 Related IT Skills

For the 6 months to 2 December 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 92 (77.97%) Machine Learning
2 76 (64.41%) Python
3 68 (57.63%) Analytics
4 56 (47.46%) Mathematics
5 53 (44.92%) R
6 52 (44.07%) Analytical Skills
7 50 (42.37%) Degree
8 49 (41.53%) SQL
9 46 (38.98%) Statistics
10 45 (38.14%) Computer Science
11 43 (36.44%) Algorithms
12 40 (33.90%) Big Data
12 40 (33.90%) C++
13 39 (33.05%) Data Mining
14 37 (31.36%) Visualisation
15 34 (28.81%) Agile Software Development
16 33 (27.97%) PhD
17 28 (23.73%) Business Intelligence
17 28 (23.73%) Statistical Modelling
18 26 (22.03%) Hadoop
19 25 (21.19%) Predictive Analytics
19 25 (21.19%) Data Visualisation
19 25 (21.19%) MATLAB
20 23 (19.49%) SAS
20 23 (19.49%) Bayesian Methods
21 22 (18.64%) Artificial Intelligence
22 21 (17.80%) Data Warehouse
22 21 (17.80%) Tableau
23 20 (16.95%) D3.js
23 20 (16.95%) Deep Learning

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 (19.49%) SAS
2 17 (14.41%) Apache Spark
3 15 (12.71%) SharePoint
4 3 (2.54%) Apache
4 3 (2.54%) Apache Pig
5 2 (1.69%) Elasticsearch
Applications
1 12 (10.17%) Stata
2 9 (7.63%) SPSS
3 7 (5.93%) Chatbot
4 4 (3.39%) Gephi
5 3 (2.54%) MS Excel
6 2 (1.69%) CPLEX
6 2 (1.69%) Simulink
Business Applications
1 1 (0.85%) SAP Oil and Gas
Cloud Services
1 18 (15.25%) Microsoft Azure
2 9 (7.63%) Azure Machine Learning
3 7 (5.93%) Data Lake Analytics
3 7 (5.93%) IaaS
3 7 (5.93%) PaaS
4 5 (4.24%) Amazon AWS
4 5 (4.24%) GitHub
5 2 (1.69%) Amazon EC2
5 2 (1.69%) Amazon Kinesis
5 2 (1.69%) Amazon S3
6 1 (0.85%) Google Cloud Platform
Communications & Networking
1 1 (0.85%) HTTPS
Database & Business Intelligence
1 40 (33.90%) Big Data
2 39 (33.05%) Data Mining
3 26 (22.03%) Hadoop
4 21 (17.80%) Data Warehouse
5 19 (16.10%) SQL Server
6 17 (14.41%) NoSQL
6 17 (14.41%) Power BI
6 17 (14.41%) SQL Server Analysis Services
6 17 (14.41%) SQL Server Integration Services
6 17 (14.41%) SQL Server Reporting Services
7 15 (12.71%) HDInsight
7 15 (12.71%) QlikView
8 14 (11.86%) Apache Hive
9 11 (9.32%) OLAP
10 10 (8.47%) Neo4j
11 9 (7.63%) Text Mining
12 8 (6.78%) SQL Server 2014
13 7 (5.93%) Data Lake
13 7 (5.93%) PostgreSQL
13 7 (5.93%) SQL Server 2016
Development Applications
1 7 (5.93%) Visual Studio
1 7 (5.93%) Visual Studio Tools for Office
2 2 (1.69%) Git (software)
General
1 10 (8.47%) Automotive
1 10 (8.47%) French Language
2 7 (5.93%) Marketing
3 6 (5.08%) Finance
4 4 (3.39%) Multimedia
5 3 (2.54%) Electronics
5 3 (2.54%) Games
5 3 (2.54%) Manufacturing
6 2 (1.69%) Front Office
6 2 (1.69%) Retail
7 1 (0.85%) Telecoms
Job Titles
1 50 (42.37%) Data Scientist
2 19 (16.10%) Consultant
3 15 (12.71%) Microsoft Consultant
4 12 (10.17%) Senior Data Scientist
5 10 (8.47%) Analyst
6 7 (5.93%) Azure Consultant
6 7 (5.93%) Business Consultant
6 7 (5.93%) Business Intelligence Consultant
6 7 (5.93%) Microsoft BI Consultant
6 7 (5.93%) Software Engineer
7 6 (5.08%) Hardware Engineer
8 5 (4.24%) Principal Consultant
9 4 (3.39%) Architect
9 4 (3.39%) C++ Software Engineer
9 4 (3.39%) Data Architect
9 4 (3.39%) Lead Architect
9 4 (3.39%) Lead Data Architect
9 4 (3.39%) Machine Learning Scientist
9 4 (3.39%) Scientific Software Engineer
10 3 (2.54%) Analytics Consultant
Libraries, Frameworks & Software Standards
1 20 (16.95%) D3.js
2 19 (16.10%) Natural Language Processing
3 16 (13.56%) .NET
4 10 (8.47%) NumPy
5 9 (7.63%) HTML
5 9 (7.63%) scikit-learn
6 7 (5.93%) HTML5
6 7 (5.93%) Leaflet
7 5 (4.24%) Matplotlib
7 5 (4.24%) OpenCL
7 5 (4.24%) TensorFlow
7 5 (4.24%) Theano
7 5 (4.24%) Torch
8 3 (2.54%) Pandas
9 2 (1.69%) MDX
9 2 (1.69%) OpenMP
10 1 (0.85%) Velocity
10 1 (0.85%) WCF
10 1 (0.85%) WinForms
10 1 (0.85%) WPF
Miscellaneous
1 56 (47.46%) Mathematics
2 52 (44.07%) Analytical Skills
3 46 (38.98%) Statistics
4 45 (38.14%) Computer Science
5 43 (36.44%) Algorithms
6 37 (31.36%) Visualisation
7 22 (18.64%) Artificial Intelligence
8 17 (14.41%) Economics
9 15 (12.71%) Mobile App
10 13 (11.02%) Physics
11 5 (4.24%) CUDA
12 4 (3.39%) Applied Mathematics
12 4 (3.39%) Chemistry
12 4 (3.39%) Field-Programmable Gate Array
13 3 (2.54%) Fintech
14 2 (1.69%) ASIC
14 2 (1.69%) Biology
14 2 (1.69%) Device Driver
14 2 (1.69%) Psychology
14 2 (1.69%) Verilog
Operating Systems
1 6 (5.08%) Linux
2 4 (3.39%) Windows
3 2 (1.69%) Apple iOS
3 2 (1.69%) Unix
4 1 (0.85%) Android
4 1 (0.85%) Mac OS
Processes & Methodologies
1 92 (77.97%) Machine Learning
2 68 (57.63%) Analytics
3 34 (28.81%) Agile Software Development
4 28 (23.73%) Business Intelligence
4 28 (23.73%) Statistical Modelling
5 25 (21.19%) Data Visualisation
5 25 (21.19%) Predictive Analytics
6 23 (19.49%) Bayesian Methods
7 20 (16.95%) Deep Learning
8 19 (16.10%) Predictive Modelling
8 19 (16.10%) Scrum
9 18 (15.25%) Cluster Analysis
10 17 (14.41%) Data Analytics
10 17 (14.41%) Logistic Regression
10 17 (14.41%) Random Forest
11 15 (12.71%) Data Modelling
11 15 (12.71%) Kimball Methodology
11 15 (12.71%) Mobile Application Development
11 15 (12.71%) Waterfall
12 14 (11.86%) Operations Research
Programming Languages
1 76 (64.41%) Python
2 53 (44.92%) R
3 49 (41.53%) SQL
4 40 (33.90%) C++
5 25 (21.19%) MATLAB
6 20 (16.95%) Java
7 17 (14.41%) C
8 15 (12.71%) C#
9 14 (11.86%) JavaScript
9 14 (11.86%) Scala
10 9 (7.63%) Perl
10 9 (7.63%) T-SQL
11 6 (5.08%) Tcl
12 5 (4.24%) Ruby
12 5 (4.24%) VBA
13 4 (3.39%) Fortran
14 3 (2.54%) Clojure
14 3 (2.54%) Cypher
14 3 (2.54%) Julia
14 3 (2.54%) VB
Qualifications
1 50 (42.37%) Degree
2 33 (27.97%) PhD
3 8 (6.78%) Microsoft Certification
4 6 (5.08%) Postgraduate
Quality Assurance & Compliance
1 5 (4.24%) Data Quality
System Software
1 7 (5.93%) Virtual Machines
2 4 (3.39%) HDFS
3 1 (0.85%) Docker
Vendors
1 21 (17.80%) Tableau
2 17 (14.41%) Microsoft
3 10 (8.47%) Oracle
4 4 (3.39%) Cognos
4 4 (3.39%) Hitachi
5 2 (1.69%) Google
5 2 (1.69%) Intel
6 1 (0.85%) IBM
6 1 (0.85%) Informatica
6 1 (0.85%) SAP
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