Period
to 19 September 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 September 2018 with a comparison to the same period in the previous 2 years.

Neural Networks
England > South East
6 months to
19 Sep 2018
Same period 2017 Same period 2016
Rank 425 530 596
Rank change year-on-year +105 +66 +49
Permanent jobs citing Neural Network 118 27 24
As % of all permanent IT jobs advertised in the South East 0.40% 0.093% 0.067%
As % of the Processes & Methodologies category 0.45% 0.10% 0.075%
Number of salaries quoted 112 30 18
South East median annual salary £60,000 £52,500 £47,500
Median salary % change year-on-year +14.29% +10.53% +11.76%
10th Percentile £42,500 £27,000 £30,000
90th Percentile £72,500 £73,875 £70,000
England median annual salary £65,000 £65,000 £60,000
% change year-on-year - +8.33% -11.11%

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 26,459 25,994 32,097
As % of all permanent IT jobs advertised in the South East 89.48% 89.23% 89.06%
Number of salaries quoted 21,835 21,431 26,883
South East median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £28,750 £27,000 £27,250
90th Percentile £71,250 £68,750 £68,750
England median annual salary £50,000 £50,000 £50,000

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 September 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 September 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 +65 94 £60,000 +9.09% 12
Oxfordshire +67 79 £60,000 -14.29% 12
Surrey +41 16 £60,000 +60.00% 2
Berkshire +7 14 £30,000 -60.00%
Hampshire - 4 £55,000 -
Middlesex - 2 £67,500 -
West Sussex - 2 £65,000 -
Buckinghamshire +7 1 £112,500 +287.93%
Neural Network
England

For the 6 months to 19 September 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.

1 106 (89.83%) Machine Learning
2 88 (74.58%) Computer Vision
3 81 (68.64%) C++
4 80 (67.80%) Python
5 69 (58.47%) Deep Learning
6 67 (56.78%) Artificial Intelligence
7 64 (54.24%) PhD
8 54 (45.76%) Algorithms
9 52 (44.07%) Mathematics
9 52 (44.07%) Data Science
10 44 (37.29%) R
11 41 (34.75%) Big Data
11 41 (34.75%) MATLAB
12 40 (33.90%) Image Processing
13 39 (33.05%) Data Analysis
14 37 (31.36%) Linux
14 37 (31.36%) Software Engineering
14 37 (31.36%) OpenCV
15 32 (27.12%) Physics
16 28 (23.73%) Robotics
16 28 (23.73%) C#
16 28 (23.73%) Boost C++ Libraries
17 27 (22.88%) Git (software)
17 27 (22.88%) Bayesian Methods
17 27 (22.88%) Subversion
17 27 (22.88%) GNU Octave
18 26 (22.03%) Mathematical Modelling
19 25 (21.19%) Computer Science
19 25 (21.19%) STL
20 24 (20.34%) Signal Processing

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 10 (8.47%) Apache Spark
2 9 (7.63%) DNN
3 4 (3.39%) Jupyter
Applications
1 27 (22.88%) GNU Octave
2 5 (4.24%) Chatbot
3 1 (0.85%) AutoCAD
Cloud Services
1 4 (3.39%) Amazon AWS
1 4 (3.39%) Amazon ELB
1 4 (3.39%) Amazon S3
1 4 (3.39%) GitHub
1 4 (3.39%) Slack
Database & Business Intelligence
1 41 (34.75%) Big Data
2 6 (5.08%) Hadoop
3 4 (3.39%) Amazon RDS
3 4 (3.39%) Apache Hive
3 4 (3.39%) Data Mining
4 3 (2.54%) Power BI
5 2 (1.69%) Apache Zeppelin
6 1 (0.85%) Data Lake
Development Applications
1 27 (22.88%) Git (software)
1 27 (22.88%) Subversion
2 4 (3.39%) Jenkins
3 3 (2.54%) CMake
3 3 (2.54%) Visual Studio
General
1 10 (8.47%) Games
2 6 (5.08%) Electronics
3 3 (2.54%) Marketing
4 2 (1.69%) Finance
5 1 (0.85%) Manufacturing
5 1 (0.85%) Retail
5 1 (0.85%) Telecoms
Job Titles
1 36 (30.51%) Computer Engineer
1 36 (30.51%) Computer Vision Engineer
2 24 (20.34%) Data Scientist
3 16 (13.56%) Machine Learning Engineer
4 15 (12.71%) Software Engineer
5 14 (11.86%) Graduate
6 10 (8.47%) Research Engineer
7 9 (7.63%) C++ Software Engineer
8 6 (5.08%) Developer
8 6 (5.08%) Machine Learning Researcher
8 6 (5.08%) Senior Statistician
8 6 (5.08%) Statistician
9 5 (4.24%) Software Developer
10 4 (3.39%) Audio Engineer
10 4 (3.39%) Data Engineer
11 3 (2.54%) Python Developer
11 3 (2.54%) Python Engineer
11 3 (2.54%) Senior Data Scientist
12 2 (1.69%) C++ Developer
12 2 (1.69%) Systems Engineer
Libraries, Frameworks & Software Standards
1 37 (31.36%) OpenCV
2 28 (23.73%) Boost C++ Libraries
3 25 (21.19%) STL
4 18 (15.25%) Natural Language Processing
5 14 (11.86%) TensorFlow
6 4 (3.39%) AngularJS
6 4 (3.39%) Celery
6 4 (3.39%) Django
6 4 (3.39%) RabbitMQ
6 4 (3.39%) REST
7 3 (2.54%) Bokeh
7 3 (2.54%) D3.js
7 3 (2.54%) Pandas
7 3 (2.54%) Qt
7 3 (2.54%) ZeroMQ
8 1 (0.85%) DirectX
8 1 (0.85%) OpenGL
8 1 (0.85%) OpenGL ES
8 1 (0.85%) Vulkan
Miscellaneous
1 54 (45.76%) Algorithms
2 28 (23.73%) Robotics
3 25 (21.19%) Computer Science
4 13 (11.02%) Self-Motivation
5 6 (5.08%) Analytical Skills
6 4 (3.39%) Mobile App
7 3 (2.54%) CUDA
8 1 (0.85%) Hedge funds
8 1 (0.85%) Smart Meter
Operating Systems
1 37 (31.36%) Linux
2 7 (5.93%) Windows
3 4 (3.39%) Ubuntu
4 1 (0.85%) Android
Processes & Methodologies
1 106 (89.83%) Machine Learning
2 88 (74.58%) Computer Vision
3 69 (58.47%) Deep Learning
4 67 (56.78%) Artificial Intelligence
5 52 (44.07%) Data Science
5 52 (44.07%) Mathematics
6 40 (33.90%) Image Processing
7 39 (33.05%) Data Analysis
8 37 (31.36%) Software Engineering
9 32 (27.12%) Physics
10 27 (22.88%) Bayesian Methods
11 26 (22.03%) Mathematical Modelling
12 24 (20.34%) Signal Processing
13 20 (16.95%) Visualisation
14 12 (10.17%) Reinforcement Learning
15 10 (8.47%) Data Visualisation
15 10 (8.47%) Statistics
16 9 (7.63%) Agile Software Development
16 9 (7.63%) Analytics
17 8 (6.78%) Logistics
Programming Languages
1 81 (68.64%) C++
2 80 (67.80%) Python
3 44 (37.29%) R
4 41 (34.75%) MATLAB
5 28 (23.73%) C#
6 16 (13.56%) SQL
7 11 (9.32%) C
8 10 (8.47%) Java
9 4 (3.39%) PHP
9 4 (3.39%) Ruby
Qualifications
1 64 (54.24%) PhD
2 15 (12.71%) Degree
3 1 (0.85%) Computer Science Degree
3 1 (0.85%) DV Cleared
3 1 (0.85%) SC Cleared
3 1 (0.85%) Security Cleared
System Software
1 4 (3.39%) Docker
Vendors
1 3 (2.54%) Tableau
1 3 (2.54%) Talend
2 1 (0.85%) SAP