Period
to 23 November 2017

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 23 November 2017 with a comparison to the same period in the previous 2 years.

Neural Networks
England > South East
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 507 572 643
Rank change year-on-year +65 +71 +8
Permanent jobs citing Neural Network 48 16 12
As % of all permanent IT jobs advertised in the South East 0.16% 0.046% 0.028%
As % of the Processes & Methodologies category 0.18% 0.052% 0.032%
Number of salaries quoted 62 15 11
South East median annual salary £52,500 £47,500 £62,500
Median salary % change year-on-year +10.53% -24.00% +13.64%
10th Percentile £27,000 £30,000 £55,000
90th Percentile £74,875 £70,000 £67,500
England median annual salary £62,500 £52,500 £65,000
% change year-on-year +19.05% -19.23% -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 26921 30674 37032
As % of all permanent IT jobs advertised in the South East 87.45% 87.40% 86.98%
Number of salaries quoted 22140 25444 30626
South East median annual salary £45,000 £45,000 £45,000
10th Percentile £27,500 £27,500 £26,250
90th Percentile £68,750 £68,750 £67,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

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 23 November 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 6 months to 23 November 2017. 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 +69 46 £52,500 +2.44% 1
Oxfordshire +28 26 £70,000 +47.37% 1
Buckinghamshire - 15 £29,000 -
Berkshire +44 5 £75,000 +42.86%
Surrey +6 2 £47,500 -
Neural Network
England

For the 6 months to 23 November 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 46 (95.83%) Python
2 39 (81.25%) Computer Science
3 38 (79.17%) Algorithms
4 35 (72.92%) Machine Learning
5 33 (68.75%) Mathematics
6 31 (64.58%) PhD
7 28 (58.33%) Statistics
8 26 (54.17%) Agile Software Development
8 26 (54.17%) R
9 25 (52.08%) Deep Learning
9 25 (52.08%) C++
10 24 (50.00%) TensorFlow
11 23 (47.92%) Big Data
12 22 (45.83%) MATLAB
13 21 (43.75%) SQL
13 21 (43.75%) Natural Language Processing
14 20 (41.67%) Physics
14 20 (41.67%) Degree
15 18 (37.50%) Julia
15 18 (37.50%) Bayesian Methods
15 18 (37.50%) Economics
16 17 (35.42%) Probabilistic Modelling
17 14 (29.17%) Computer Vision
18 13 (27.08%) Software Engineering
19 10 (20.83%) Multithreading
19 10 (20.83%) Computer Science Degree
20 9 (18.75%) Analytics
20 9 (18.75%) GitHub
20 9 (18.75%) Front End Development
20 9 (18.75%) Polymer

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 4 (8.33%) Apache Spark
2 3 (6.25%) SAS
3 2 (4.17%) Apache Pig
Cloud Services
1 9 (18.75%) GitHub
2 4 (8.33%) Amazon AWS
Database & Business Intelligence
1 23 (47.92%) Big Data
2 6 (12.50%) Apache Hive
2 6 (12.50%) Hadoop
3 5 (10.42%) Data Mining
4 4 (8.33%) GIS
5 3 (6.25%) KNIME
General
1 5 (10.42%) Finance
2 4 (8.33%) Marketing
2 4 (8.33%) Retail
3 2 (4.17%) Electronics
Job Titles
1 19 (39.58%) Machine Learning Researcher
2 13 (27.08%) Software Engineer
3 10 (20.83%) Data Scientist
4 9 (18.75%) C++ Software Engineer
4 9 (18.75%) Linux Engineer
4 9 (18.75%) Python Software Engineer
5 4 (8.33%) Computer Engineer
5 4 (8.33%) Computer Vision Engineer
6 3 (6.25%) Machine Learning Engineer
6 3 (6.25%) Principal Engineer
6 3 (6.25%) Principal Software Engineer
7 2 (4.17%) Java Engineer
7 2 (4.17%) Java Software Engineer
8 1 (2.08%) Data Modeller
8 1 (2.08%) Graduate
8 1 (2.08%) Lead Software Engineer
8 1 (2.08%) Network Engineer
8 1 (2.08%) Principal Systems Engineer
8 1 (2.08%) Technical Engineer
8 1 (2.08%) Technical Leader
Libraries, Frameworks & Software Standards
1 24 (50.00%) TensorFlow
2 21 (43.75%) Natural Language Processing
3 9 (18.75%) HTML
3 9 (18.75%) HTML5
3 9 (18.75%) Polymer
3 9 (18.75%) Web Components
4 4 (8.33%) J2EE
4 4 (8.33%) J2SE
5 3 (6.25%) Keras
5 3 (6.25%) Theano
5 3 (6.25%) Torch
6 2 (4.17%) OpenACC
6 2 (4.17%) OpenCL
7 1 (2.08%) DirectX
7 1 (2.08%) OpenGL
7 1 (2.08%) OpenGL ES
7 1 (2.08%) Vulkan
Miscellaneous
1 39 (81.25%) Computer Science
2 38 (79.17%) Algorithms
3 9 (18.75%) Video\Live Streaming
4 5 (10.42%) Data Structures
5 3 (6.25%) Linux Command Line
6 2 (4.17%) CUDA
7 1 (2.08%) NHS
7 1 (2.08%) Robotics
Operating Systems
1 9 (18.75%) Linux
2 3 (6.25%) Unix
3 1 (2.08%) Android
Processes & Methodologies
1 35 (72.92%) Machine Learning
2 33 (68.75%) Mathematics
3 28 (58.33%) Statistics
4 26 (54.17%) Agile Software Development
5 25 (52.08%) Deep Learning
6 20 (41.67%) Physics
7 18 (37.50%) Bayesian Methods
7 18 (37.50%) Economics
8 17 (35.42%) Probabilistic Modelling
9 14 (29.17%) Computer Vision
10 13 (27.08%) Software Engineering
11 10 (20.83%) Multithreading
12 9 (18.75%) Analytics
12 9 (18.75%) Front End Development
12 9 (18.75%) Open Source
12 9 (18.75%) Predictive Analytics
12 9 (18.75%) Scrum
13 5 (10.42%) Artificial Intelligence
13 5 (10.42%) Decision Tree
13 5 (10.42%) Logistic Regression
Programming Languages
1 46 (95.83%) Python
2 26 (54.17%) R
3 25 (52.08%) C++
4 22 (45.83%) MATLAB
5 21 (43.75%) SQL
6 18 (37.50%) Julia
7 9 (18.75%) Java
8 5 (10.42%) C#
8 5 (10.42%) Perl
9 4 (8.33%) Scala
10 3 (6.25%) C
Qualifications
1 31 (64.58%) PhD
2 20 (41.67%) Degree
3 10 (20.83%) Computer Science Degree
4 5 (10.42%) Master's Degree
Vendors
1 9 (18.75%) Google