Period
to 12 December 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 12 December 2018 with a comparison to the same period in the previous 2 years.

Neural Networks
England > South East
6 months to
12 Dec 2018
Same period 2017 Same period 2016
Rank 393 499 576
Rank change year-on-year +106 +77 +72
Permanent jobs citing Neural Network 144 55 15
As % of all permanent IT jobs advertised in the South East 0.51% 0.18% 0.044%
As % of the Processes & Methodologies category 0.56% 0.20% 0.049%
Number of salaries quoted 138 69 14
South East median annual salary £55,000 £60,000 £47,500
Median salary % change year-on-year -8.33% +26.32% -24.00%
10th Percentile £43,750 £27,000 £30,000
90th Percentile £75,750 £76,500 £70,000
England median annual salary £65,000 £62,500 £52,500
% change year-on-year +4.00% +19.05% -19.23%

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 25,536 28,020 30,594
As % of all permanent IT jobs advertised in the South East 91.00% 89.93% 89.44%
Number of salaries quoted 20,896 23,064 25,401
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 £27,500
90th Percentile £72,500 £68,750 £68,750
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

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 12 December 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 12 December 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 +103 118 £55,000 -8.33% 12
Oxfordshire +89 111 £55,000 -21.43% 11
Surrey +39 14 £60,000 -9.43% 1
Hampshire - 8 £55,000 - 1
Berkshire -8 6 - -
Middlesex +2 2 £67,500 +12.50%
West Sussex - 2 £65,000 -
Buckinghamshire +8 1 £112,500 +287.93% 1
Neural Network
England

For the 6 months to 12 December 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.

1 137 (95.14%) Machine Learning
2 119 (82.64%) Computer Vision
3 116 (80.56%) C++
4 103 (71.53%) Artificial Intelligence
5 87 (60.42%) Python
6 81 (56.25%) Deep Learning
7 76 (52.78%) Data Science
8 73 (50.69%) PhD
9 65 (45.14%) Mathematics
9 65 (45.14%) Algorithms
10 53 (36.81%) Big Data
11 52 (36.11%) R
12 50 (34.72%) Data Analysis
13 47 (32.64%) Robotics
13 47 (32.64%) Linux
14 46 (31.94%) Image Processing
15 44 (30.56%) MATLAB
16 43 (29.86%) OpenCV
17 42 (29.17%) Software Engineering
18 40 (27.78%) Subversion
18 40 (27.78%) C#
18 40 (27.78%) Physics
18 40 (27.78%) Git (software)
18 40 (27.78%) Boost C++ Libraries
19 37 (25.69%) STL
20 33 (22.92%) Mathematical Modelling
21 32 (22.22%) GNU Octave
22 24 (16.67%) Computer Science
23 23 (15.97%) Bayesian Methods
24 18 (12.50%) Degree

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 5 (3.47%) Apache Spark
2 4 (2.78%) DNN
3 2 (1.39%) Jupyter
Applications
1 32 (22.22%) GNU Octave
2 2 (1.39%) Chatbot
Cloud Services
1 2 (1.39%) Amazon AWS
1 2 (1.39%) Amazon ELB
1 2 (1.39%) Amazon S3
1 2 (1.39%) GitHub
1 2 (1.39%) Slack
Database & Business Intelligence
1 53 (36.81%) Big Data
2 3 (2.08%) Hadoop
3 2 (1.39%) Amazon RDS
3 2 (1.39%) Apache Zeppelin
4 1 (0.69%) Apache Hive
4 1 (0.69%) Data Lake
4 1 (0.69%) Data Mining
Development Applications
1 40 (27.78%) Git (software)
1 40 (27.78%) Subversion
2 3 (2.08%) CMake
2 3 (2.08%) Visual Studio
3 2 (1.39%) Jenkins
General
1 5 (3.47%) Games
1 5 (3.47%) Marketing
2 4 (2.78%) Electronics
3 1 (0.69%) Finance
3 1 (0.69%) Manufacturing
3 1 (0.69%) Retail
3 1 (0.69%) Telecoms
Job Titles
1 54 (37.50%) Computer Engineer
1 54 (37.50%) Computer Vision Engineer
2 21 (14.58%) Data Scientist
2 21 (14.58%) Machine Learning Engineer
3 13 (9.03%) Developer
4 12 (8.33%) Research Engineer
5 11 (7.64%) Software Engineer
6 8 (5.56%) Machine Learning Developer
7 7 (4.86%) C++ Software Engineer
7 7 (4.86%) Graduate
7 7 (4.86%) Python Engineer
8 6 (4.17%) Senior Statistician
8 6 (4.17%) Statistician
9 4 (2.78%) Architect
9 4 (2.78%) Chief Architect
9 4 (2.78%) Head of Engineering
10 3 (2.08%) Front End Developer (Client-Side Developer)
10 3 (2.08%) Python Developer
10 3 (2.08%) Senior Data Scientist
10 3 (2.08%) Web Developer
Libraries, Frameworks & Software Standards
1 43 (29.86%) OpenCV
2 40 (27.78%) Boost C++ Libraries
3 37 (25.69%) STL
4 14 (9.72%) TensorFlow
5 8 (5.56%) Caffe
5 8 (5.56%) Keras
6 6 (4.17%) Natural Language Processing
7 4 (2.78%) EJB
7 4 (2.78%) J2EE
7 4 (2.78%) JDBC
7 4 (2.78%) JMS
7 4 (2.78%) JMX
7 4 (2.78%) JNDI
7 4 (2.78%) JSP
7 4 (2.78%) JTA
7 4 (2.78%) Servlets
7 4 (2.78%) Struts
8 3 (2.08%) Qt
8 3 (2.08%) ZeroMQ
9 2 (1.39%) Celery
Miscellaneous
1 65 (45.14%) Algorithms
2 47 (32.64%) Robotics
3 6 (4.17%) Self-Motivation
4 3 (2.08%) Analytical Skills
4 3 (2.08%) CUDA
5 2 (1.39%) Mobile App
Operating Systems
1 47 (32.64%) Linux
2 8 (5.56%) Windows
3 3 (2.08%) Robot Operating System
4 2 (1.39%) Ubuntu
5 1 (0.69%) Android
Processes & Methodologies
1 137 (95.14%) Machine Learning
2 119 (82.64%) Computer Vision
3 103 (71.53%) Artificial Intelligence
4 81 (56.25%) Deep Learning
5 76 (52.78%) Data Science
6 65 (45.14%) Mathematics
7 50 (34.72%) Data Analysis
8 46 (31.94%) Image Processing
9 42 (29.17%) Software Engineering
10 40 (27.78%) Physics
11 33 (22.92%) Mathematical Modelling
12 24 (16.67%) Computer Science
13 23 (15.97%) Bayesian Methods
14 18 (12.50%) Logistics
15 13 (9.03%) Reinforcement Learning
16 11 (7.64%) Agile Software Development
16 11 (7.64%) Convolutional Neural Network
16 11 (7.64%) Signal Processing
17 10 (6.94%) Data Visualisation
17 10 (6.94%) Statistics
Programming Languages
1 116 (80.56%) C++
2 87 (60.42%) Python
3 52 (36.11%) R
4 44 (30.56%) MATLAB
5 40 (27.78%) C#
6 9 (6.25%) Java
6 9 (6.25%) SQL
7 7 (4.86%) C
8 2 (1.39%) PHP
8 2 (1.39%) Ruby
9 1 (0.69%) Julia
Qualifications
1 73 (50.69%) PhD
2 18 (12.50%) Degree
3 8 (5.56%) Master's Degree
4 3 (2.08%) DV Cleared
4 3 (2.08%) SC Cleared
4 3 (2.08%) Security Cleared
5 1 (0.69%) Computer Science Degree
System Software
1 2 (1.39%) Docker
Vendors
1 1 (0.69%) SAP