The following table provides summary statistics for permanent job vacancies advertised in the South East with a requirement for Neural Network skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Neural Network over the 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Neural Networks
England / South East
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 383 431 474
Rank change year-on-year +48 +43  
Permanent jobs citing Neural Network 4 11 5
As % of all permanent IT jobs advertised in the South East 0.028% 0.060% 0.023%
As % of the Processes & Methodologies category 0.032% 0.070% 0.027%
Number of salaries quoted 3 6 1
Median salary £50,000 £35,000 £60,000
Median salary % change year-on-year +42.85% -41.66%  
UK excluding London median salary £60,000 £40,000 £37,500
% change year-on-year +50.00% +6.66%  

Neural Network is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the South East with a requirement for process and methodology skills.

Process & Methodology Skills
South East
Permanent job vacancies with a requirement for process and methodology skills 12571 15796 18401
As % of all permanent IT job vacancies advertised in the South East 86.82% 86.66% 86.36%
Number of salaries quoted 10388 13263 14737
Median salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.55%  
90% offered a salary of more than £30,500 £31,000 £30,000
10% offered a salary of more than £68,400 £65,000 £68,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Neural Network
Job Vacancy Trend in the South East

The job posting trend of jobs advertised in the South East citing Neural Network as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Neural Network in the South East

Neural Network
Salary Trend in the South East

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Neural Network in the South East.

Salary trend for Neural Network in the South East

Neural Network
Salary Histogram in the South East

The salary distribution of IT jobs citing Neural Network in the South East over the 3 months to 25 June 2017.

Salary histogram for Neural Network in the South East

Neural Network
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Neural Network within the South East region over the 3 months to 25 June 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
Buckinghamshire - 2 £52,500 -
Oxfordshire +17 1 £37,500 -6.25%
Berkshire - 1 - -
Neural Network
England

For the 6 months to 25 June 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 South East region with a requirement for Neural Network.

1 12 (100.00%) Python
1 12 (100.00%) Machine Learning
2 9 (75.00%) Algorithms
3 8 (66.67%) Big Data
3 8 (66.67%) R
3 8 (66.67%) Java
4 6 (50.00%) Hadoop
4 6 (50.00%) Apache Spark
5 5 (41.67%) Linear Regression
5 5 (41.67%) Natural Language Processing
5 5 (41.67%) PhD
5 5 (41.67%) Data Mining
5 5 (41.67%) Data Analysis
5 5 (41.67%) Apache
5 5 (41.67%) Statistics
5 5 (41.67%) Computer Science
6 4 (33.33%) Mathematics
6 4 (33.33%) Business Development
6 4 (33.33%) Degree
6 4 (33.33%) Artificial Intelligence
6 4 (33.33%) MATLAB
6 4 (33.33%) C++
6 4 (33.33%) Perl
6 4 (33.33%) Analytics
6 4 (33.33%) Scala
6 4 (33.33%) Parallel Computing
6 4 (33.33%) Data Structures
6 4 (33.33%) Propensity Modelling
6 4 (33.33%) Kalman Filter
7 3 (25.00%) Statistical Modelling

Neural Network
Co-occurring IT Skills in the South East 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 6 (50.00%) Apache Spark
2 5 (41.67%) Apache
3 3 (25.00%) Apache Pig
4 1 (8.33%) SAS
Applications
1 1 (8.33%) SPSS
Database & Business Intelligence
1 8 (66.67%) Big Data
2 6 (50.00%) Hadoop
3 5 (41.67%) Data Mining
4 1 (8.33%) HBase
4 1 (8.33%) Mahout
4 1 (8.33%) NoSQL
Development Applications
1 2 (16.67%) Git (software)
General
1 1 (8.33%) Telecoms
Job Titles
1 5 (41.67%) Data Scientist
2 2 (16.67%) Computer Engineer
2 2 (16.67%) Computer Vision Engineer
3 1 (8.33%) Architect
3 1 (8.33%) Machine Learning Engineer
3 1 (8.33%) Network Engineer
Libraries, Frameworks & Software Standards
1 5 (41.67%) Natural Language Processing
2 2 (16.67%) Keras
2 2 (16.67%) OpenACC
2 2 (16.67%) OpenCL
2 2 (16.67%) TensorFlow
2 2 (16.67%) Theano
2 2 (16.67%) Torch
3 1 (8.33%) MLlib
3 1 (8.33%) UIMA
Miscellaneous
1 9 (75.00%) Algorithms
2 5 (41.67%) Computer Science
3 4 (33.33%) Data Structures
4 2 (16.67%) Analytical Skills
4 2 (16.67%) CUDA
5 1 (8.33%) Robotics
Operating Systems
1 2 (16.67%) Linux
Processes & Methodologies
1 12 (100.00%) Machine Learning
2 5 (41.67%) Data Analysis
2 5 (41.67%) Linear Regression
2 5 (41.67%) Statistics
3 4 (33.33%) Analytics
3 4 (33.33%) Artificial Intelligence
3 4 (33.33%) Business Development
3 4 (33.33%) Kalman Filter
3 4 (33.33%) Mathematics
3 4 (33.33%) Parallel Computing
3 4 (33.33%) Propensity Modelling
4 3 (25.00%) Decision Tree
4 3 (25.00%) Logistic Regression
4 3 (25.00%) Markov Chain
4 3 (25.00%) Monte Carlo Method
4 3 (25.00%) Random Forest
4 3 (25.00%) Statistical Modelling
5 2 (16.67%) Computer Vision
5 2 (16.67%) Creative Problem-Solving
5 2 (16.67%) Reinforcement Learning
Programming Languages
1 12 (100.00%) Python
2 8 (66.67%) Java
2 8 (66.67%) R
3 4 (33.33%) C++
3 4 (33.33%) MATLAB
3 4 (33.33%) Perl
3 4 (33.33%) Scala
4 3 (25.00%) SQL
5 2 (16.67%) C#
5 2 (16.67%) VB
Qualifications
1 5 (41.67%) PhD
2 4 (33.33%) Degree
3 2 (16.67%) Numerate Degree
Vendors
1 1 (8.33%) Cloudera
1 1 (8.33%) IBM