Period
to 19 June 2018

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 6 months to 19 June 2018 with a comparison to the same period in the previous 2 years.

Neural Networks
England > South East
6 months to
19 Jun 2018
Same period 2017 Same period 2016
Rank 454 530 605
Rank change year-on-year +76 +75 +34
Permanent jobs citing Neural Network 90 12 15
As % of all permanent IT jobs advertised in the South East 0.30% 0.041% 0.040%
As % of the Processes & Methodologies category 0.34% 0.047% 0.046%
Number of salaries quoted 90 7 10
South East median annual salary £60,000 £55,000 £48,750
Median salary % change year-on-year +9.09% +12.82% -44.29%
10th Percentile £38,375 £36,000 £30,000
90th Percentile £76,250 £80,000 £84,000
England median annual salary £65,000 £65,000 £67,500
% change year-on-year - -3.70% -

Neural Network is in the Processes and Methodologies category. The following 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 or methodology skills.

All Process and Methodology Skills
South East
Permanent vacancies with a requirement for process or methodology skills 26,681 25,727 32,817
As % of all permanent IT jobs advertised in the South East 88.69% 87.88% 88.01%
Number of salaries quoted 22,208 21,146 27,656
South East median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £28,250 £27,000 £26,250
90th Percentile £70,000 £67,500 £68,750
England median annual salary £50,000 £50,000 £48,500
% change year-on-year - +3.09% +2.11%

Neural Network
Job Vacancy Trend in the South East

Job postings citing Neural Network as a percentage of all IT jobs advertised in the South East.

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 6 months to 19 June 2018.

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 6 months to 19 June 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Thames Valley +57 68 £61,250 +11.36% 3
Oxfordshire +49 60 £70,000 - 3
Surrey +13 17 £62,500 - 3
Berkshire +10 8 £30,000 -
Hampshire - 4 £60,000 - 1
Middlesex - 1 £65,000 -
Neural Network
England

For the 6 months to 19 June 2018, IT jobs citing Neural Network also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the South East region with a requirement for Neural Network.

1 82 (91.11%) Machine Learning
2 73 (81.11%) Python
3 69 (76.67%) Computer Vision
4 65 (72.22%) Deep Learning
5 64 (71.11%) C++
6 60 (66.67%) PhD
7 43 (47.78%) Artificial Intelligence
7 43 (47.78%) Algorithms
8 40 (44.44%) Mathematics
9 35 (38.89%) Computer Science
10 31 (34.44%) MATLAB
11 30 (33.33%) Natural Language Processing
12 29 (32.22%) Image Processing
12 29 (32.22%) Bayesian Methods
13 27 (30.00%) Signal Processing
14 26 (28.89%) Data Science
15 24 (26.67%) Software Engineering
16 23 (25.56%) R
17 22 (24.44%) TensorFlow
18 21 (23.33%) Physics
18 21 (23.33%) Big Data
19 18 (20.00%) Linux
20 16 (17.78%) Data Analysis
21 15 (16.67%) Reinforcement Learning
22 14 (15.56%) OpenCV
22 14 (15.56%) Git (software)
22 14 (15.56%) Subversion
22 14 (15.56%) C
22 14 (15.56%) C#
23 13 (14.44%) Robotics

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 8 (8.89%) DNN
2 6 (6.67%) Apache Spark
3 3 (3.33%) Jupyter
Applications
1 13 (14.44%) GNU Octave
2 4 (4.44%) Chatbot
3 1 (1.11%) AutoCAD
Cloud Services
1 3 (3.33%) Amazon AWS
1 3 (3.33%) Amazon ELB
1 3 (3.33%) Amazon S3
1 3 (3.33%) GitHub
1 3 (3.33%) Slack
Database & Business Intelligence
1 21 (23.33%) Big Data
2 3 (3.33%) Amazon RDS
2 3 (3.33%) Apache Hive
2 3 (3.33%) Data Mining
2 3 (3.33%) Hadoop
2 3 (3.33%) Power BI
3 1 (1.11%) GIS
Development Applications
1 14 (15.56%) Git (software)
1 14 (15.56%) Subversion
2 3 (3.33%) Jenkins
3 1 (1.11%) CMake
3 1 (1.11%) Visual Studio
General
1 10 (11.11%) Games
2 6 (6.67%) Electronics
3 2 (2.22%) Finance
Job Titles
1 22 (24.44%) Computer Engineer
1 22 (24.44%) Computer Vision Engineer
2 18 (20.00%) Software Engineer
3 16 (17.78%) Data Scientist
4 15 (16.67%) Machine Learning Engineer
5 12 (13.33%) Machine Learning Researcher
6 10 (11.11%) C++ Software Engineer
7 9 (10.00%) Graduate
7 9 (10.00%) Research Engineer
8 5 (5.56%) Developer
9 4 (4.44%) Machine Learning Scientist
9 4 (4.44%) Software Developer
10 3 (3.33%) Audio Engineer
10 3 (3.33%) Data Engineer
11 2 (2.22%) C++ Developer
11 2 (2.22%) Embedded Engineer
11 2 (2.22%) Embedded Linux Engineer
11 2 (2.22%) Linux Engineer
11 2 (2.22%) Python Developer
11 2 (2.22%) Systems Engineer
Libraries, Frameworks & Software Standards
1 30 (33.33%) Natural Language Processing
2 22 (24.44%) TensorFlow
3 14 (15.56%) OpenCV
4 6 (6.67%) Boost C++ Libraries
5 5 (5.56%) Keras
5 5 (5.56%) STL
6 3 (3.33%) AngularJS
6 3 (3.33%) Bokeh
6 3 (3.33%) Celery
6 3 (3.33%) D3.js
6 3 (3.33%) Django
6 3 (3.33%) Pandas
6 3 (3.33%) RabbitMQ
6 3 (3.33%) REST
7 2 (2.22%) Theano
8 1 (1.11%) Qt
8 1 (1.11%) Torch
8 1 (1.11%) ZeroMQ
Miscellaneous
1 43 (47.78%) Algorithms
2 35 (38.89%) Computer Science
3 13 (14.44%) Robotics
4 7 (7.78%) Self-Motivation
5 3 (3.33%) Analytical Skills
5 3 (3.33%) Field-Programmable Gate Array
5 3 (3.33%) Mobile App
6 2 (2.22%) Device Driver
6 2 (2.22%) User Experience
7 1 (1.11%) CUDA
7 1 (1.11%) Hedge funds
7 1 (1.11%) Smart Meter
7 1 (1.11%) VHDL
Operating Systems
1 18 (20.00%) Linux
2 7 (7.78%) Windows
3 3 (3.33%) Ubuntu
4 2 (2.22%) Embedded Linux
Processes & Methodologies
1 82 (91.11%) Machine Learning
2 69 (76.67%) Computer Vision
3 65 (72.22%) Deep Learning
4 43 (47.78%) Artificial Intelligence
5 40 (44.44%) Mathematics
6 29 (32.22%) Bayesian Methods
6 29 (32.22%) Image Processing
7 27 (30.00%) Signal Processing
8 26 (28.89%) Data Science
9 24 (26.67%) Software Engineering
10 21 (23.33%) Physics
11 16 (17.78%) Data Analysis
12 15 (16.67%) Reinforcement Learning
13 11 (12.22%) Mathematical Modelling
14 10 (11.11%) Visualisation
15 9 (10.00%) Linear Algebra
15 9 (10.00%) Statistical Analysis
16 7 (7.78%) Agile Software Development
17 6 (6.67%) DNA
17 6 (6.67%) Statistics
Programming Languages
1 73 (81.11%) Python
2 64 (71.11%) C++
3 31 (34.44%) MATLAB
4 23 (25.56%) R
5 14 (15.56%) C
5 14 (15.56%) C#
6 10 (11.11%) Java
6 10 (11.11%) SQL
7 3 (3.33%) Julia
7 3 (3.33%) PHP
7 3 (3.33%) Ruby
Qualifications
1 60 (66.67%) PhD
2 13 (14.44%) Degree
3 3 (3.33%) Computer Science Degree
System Software
1 3 (3.33%) Docker
Vendors
1 3 (3.33%) Tableau
1 3 (3.33%) Talend
2 1 (1.11%) Altera
2 1 (1.11%) Perforce
2 1 (1.11%) Xilinx