Period
to 21 April 2018

The following table provides summary statistics for permanent job vacancies advertised in England 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 21 April 2018 with a comparison to the same period in the previous 2 years.

Neural Networks
UK > England
6 months to
21 Apr 2018
Same period 2017 Same period 2016
Rank 718 1024 1141
Rank change year-on-year +306 +117 +38
Permanent jobs citing Neural Network 472 125 126
As % of all permanent IT jobs advertised in England 0.28% 0.077% 0.066%
As % of the Processes & Methodologies category 0.31% 0.086% 0.073%
Number of salaries quoted 389 100 106
England median annual salary £65,000 £60,000 £75,000
Median salary % change year-on-year +8.33% -20.00% +10.29%
10th Percentile £38,750 £27,950 £42,500
90th Percentile £111,000 £82,500 £87,500
UK median annual salary £65,000 £60,000 £75,000
% change year-on-year +8.33% -20.00% +10.29%

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 England with a requirement for process or methodology skills.

All Process and Methodology Skills
England
Permanent vacancies with a requirement for process or methodology skills 150,917 145,889 172,991
As % of all permanent IT jobs advertised in England 90.81% 90.41% 89.97%
Number of salaries quoted 123,217 121,077 145,339
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +2.15%
10th Percentile £29,750 £28,000 £27,500
90th Percentile £82,500 £80,000 £77,500
UK median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

Neural Network
Job Vacancy Trend in England

Job postings citing Neural Network as a percentage of all IT jobs advertised in England.

Job vacancy trend for Neural Network in England

Neural Network
Salary Trend in England

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

Salary trend for Neural Network in England

Neural Network
Salary Histogram in England

The salary distribution of IT jobs citing Neural Network in England over the 6 months to 21 April 2018.

Salary histogram for Neural Network in England

Neural Network
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Neural Network within the England region over the 6 months to 21 April 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
London +161 226 £65,000 -3.70% 16
East of England +46 105 £55,000 -8.33% 8
South East +58 74 £70,000 - 11
South West +30 47 £55,000 -29.03%
North of England -12 18 £47,500 +39.71% 3
North West -17 12 £38,750 +21.09% 2
Yorkshire +26 4 £47,500 - 1
Midlands - 3 £29,000 - 1
West Midlands - 3 £29,000 - 1
North East - 2 £67,500 -
East Midlands - 1 £29,000 -
Neural Network
UK

For the 6 months to 21 April 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 England region with a requirement for Neural Network.

1 429 (90.89%) Machine Learning
2 410 (86.86%) Python
3 266 (56.36%) Artificial Intelligence
4 265 (56.14%) Algorithms
5 255 (54.03%) Deep Learning
6 232 (49.15%) C++
7 231 (48.94%) Data Science
8 210 (44.49%) PhD
9 206 (43.64%) Natural Language Processing
10 174 (36.86%) Big Data
11 173 (36.65%) R
12 155 (32.84%) Computer Science
13 153 (32.42%) Bayesian Methods
14 152 (32.20%) Mathematics
15 134 (28.39%) Java
16 126 (26.69%) TensorFlow
17 119 (25.21%) Statistics
18 117 (24.79%) SQL
19 113 (23.94%) MATLAB
20 107 (22.67%) C
21 104 (22.03%) Software Engineering
22 103 (21.82%) Computer Vision
23 94 (19.92%) Analytics
24 86 (18.22%) Degree
25 80 (16.95%) Physics
26 78 (16.53%) Apache Spark
26 78 (16.53%) Signal Processing
27 73 (15.47%) Hadoop
28 70 (14.83%) Reinforcement Learning
29 69 (14.62%) Amazon AWS

Neural Network
Co-occurring IT Skills in England 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 78 (16.53%) Apache Spark
2 18 (3.81%) DNN
3 13 (2.75%) SAS
4 7 (1.48%) Jupyter
5 3 (0.64%) Elasticsearch
6 2 (0.42%) Apache
6 2 (0.42%) Apache Pig
7 1 (0.21%) Apache Solr
Applications
1 32 (6.78%) Chatbot
2 5 (1.06%) GNU Octave
3 4 (0.85%) Weka
4 2 (0.42%) Simulink
5 1 (0.21%) AutoCAD
5 1 (0.21%) GIMP
5 1 (0.21%) Photoshop
5 1 (0.21%) SPSS
Business Applications
1 5 (1.06%) Dynamics CRM
Cloud Services
1 69 (14.62%) Amazon AWS
2 50 (10.59%) Microsoft Azure
3 5 (1.06%) Amazon S3
3 5 (1.06%) Cortana Intelligence Suite
3 5 (1.06%) GitHub
4 4 (0.85%) Azure Machine Learning
4 4 (0.85%) Google Cloud Platform
5 3 (0.64%) Azure Data Factory
6 2 (0.42%) Cloud Computing
7 1 (0.21%) Serverless
Communications & Networking
1 9 (1.91%) DAB
1 9 (1.91%) Internet
1 9 (1.91%) Network Security
2 2 (0.42%) Skype
3 1 (0.21%) HTTP
Database & Business Intelligence
1 174 (36.86%) Big Data
2 73 (15.47%) Hadoop
3 50 (10.59%) Data Mining
4 39 (8.26%) NoSQL
5 38 (8.05%) MongoDB
6 32 (6.78%) Text Mining
7 22 (4.66%) Apache Hive
8 20 (4.24%) HBase
9 18 (3.81%) Apache Cassandra
10 16 (3.39%) SQL Server
11 11 (2.33%) MySQL
12 10 (2.12%) QlikView
12 10 (2.12%) Relational Database
13 8 (1.69%) Data Warehouse
13 8 (1.69%) Power BI
14 7 (1.48%) SQL Server Integration Services
14 7 (1.48%) SQL Server Reporting Services
15 5 (1.06%) GIS
15 5 (1.06%) Neo4j
16 4 (0.85%) Mahout
Development Applications
1 31 (6.57%) Git (software)
2 8 (1.69%) Subversion
3 4 (0.85%) Bitbucket
General
1 59 (12.50%) Finance
2 26 (5.51%) Marketing
3 18 (3.81%) Games
4 17 (3.60%) Telecoms
5 16 (3.39%) Electronics
6 15 (3.18%) Retail
7 14 (2.97%) Publishing
8 11 (2.33%) Pharmaceutical
9 7 (1.48%) Banking
10 6 (1.27%) Front Office
10 6 (1.27%) Manufacturing
11 5 (1.06%) Law
12 3 (0.64%) Investment Banking
13 2 (0.42%) Financial Institution
Job Titles
1 135 (28.60%) Data Scientist
2 87 (18.43%) Machine Learning Engineer
3 71 (15.04%) Developer
4 54 (11.44%) Machine Learning Scientist
5 52 (11.02%) Software Engineer
6 38 (8.05%) Machine Learning Researcher
7 36 (7.63%) Python Engineer
8 32 (6.78%) Senior Data Scientist
9 30 (6.36%) Research Engineer
10 29 (6.14%) Computer Engineer
10 29 (6.14%) Computer Vision Engineer
10 29 (6.14%) Software Developer
11 27 (5.72%) C++ Developer
12 18 (3.81%) C++ Software Developer
12 18 (3.81%) C++ Software Engineer
13 17 (3.60%) Graduate
13 17 (3.60%) Machine Learning Developer
14 16 (3.39%) .NET Developer
15 15 (3.18%) Developer/Software Engineer
15 15 (3.18%) Junior
Libraries, Frameworks & Software Standards
1 206 (43.64%) Natural Language Processing
2 126 (26.69%) TensorFlow
3 51 (10.81%) Keras
4 42 (8.90%) Theano
5 37 (7.84%) .NET
6 29 (6.14%) NumPy
7 25 (5.30%) Pandas
8 24 (5.08%) scikit-learn
9 23 (4.87%) .NET Framework
10 22 (4.66%) OpenCV
10 22 (4.66%) STL
11 21 (4.45%) Torch
12 14 (2.97%) SciPy
13 13 (2.75%) AngularJS
14 11 (2.33%) ASP.NET
14 11 (2.33%) HTML
15 10 (2.12%) CSS
16 9 (1.91%) Unity (Game Engine)
16 9 (1.91%) Web Services
17 7 (1.48%) PySpark
Miscellaneous
1 265 (56.14%) Algorithms
2 155 (32.84%) Computer Science
3 39 (8.26%) Robotics
4 36 (7.63%) Analytical Skills
5 29 (6.14%) CUDA
6 18 (3.81%) Social Media
7 17 (3.60%) Fintech
8 16 (3.39%) Social Network
9 14 (2.97%) 3D Graphics
10 11 (2.33%) Hedge funds
11 8 (1.69%) Data Structures
11 8 (1.69%) User Experience
12 6 (1.27%) Client/Server
12 6 (1.27%) Fixed Income
12 6 (1.27%) Management Information System
13 5 (1.06%) Acoustics
13 5 (1.06%) Greenfield Project
14 4 (0.85%) GPGPU
15 3 (0.64%) Analytical Mindset
15 3 (0.64%) Clustering
Operating Systems
1 48 (10.17%) Linux
2 9 (1.91%) Robot Operating System
3 8 (1.69%) Unix
4 6 (1.27%) Windows
5 3 (0.64%) Embedded Linux
6 1 (0.21%) Android
Processes & Methodologies
1 429 (90.89%) Machine Learning
2 266 (56.36%) Artificial Intelligence
3 255 (54.03%) Deep Learning
4 231 (48.94%) Data Science
5 153 (32.42%) Bayesian Methods
6 152 (32.20%) Mathematics
7 119 (25.21%) Statistics
8 104 (22.03%) Software Engineering
9 103 (21.82%) Computer Vision
10 94 (19.92%) Analytics
11 80 (16.95%) Physics
12 78 (16.53%) Signal Processing
13 70 (14.83%) Reinforcement Learning
14 59 (12.50%) Probabilistic Modelling
15 54 (11.44%) Agile Software Development
16 53 (11.23%) Image Processing
17 48 (10.17%) Logistic Regression
18 44 (9.32%) Multithreading
19 42 (8.90%) Distributed Algorithms
20 41 (8.69%) Linear Regression
Programming Languages
1 410 (86.86%) Python
2 232 (49.15%) C++
3 173 (36.65%) R
4 134 (28.39%) Java
5 117 (24.79%) SQL
6 113 (23.94%) MATLAB
7 107 (22.67%) C
8 65 (13.77%) Scala
9 62 (13.14%) C#
10 23 (4.87%) Julia
11 18 (3.81%) JavaScript
12 6 (1.27%) Go
12 6 (1.27%) Microsoft R
12 6 (1.27%) T-SQL
13 5 (1.06%) VB.NET
14 4 (0.85%) Assembly Language
14 4 (0.85%) Bash Shell
15 2 (0.42%) TypeScript
16 1 (0.21%) Shell Script
Qualifications
1 210 (44.49%) PhD
2 86 (18.22%) Degree
3 22 (4.66%) Computer Science Degree
4 19 (4.03%) Master's Degree
5 5 (1.06%) Numerate Degree
6 3 (0.64%) Security Cleared
7 1 (0.21%) Postgraduate
Quality Assurance & Compliance
1 6 (1.27%) Data Quality
2 5 (1.06%) Solvency II
3 4 (0.85%) GDPR
4 3 (0.64%) QA
5 1 (0.21%) Dodd-Frank
5 1 (0.21%) EMIR
5 1 (0.21%) FATCA
5 1 (0.21%) MiFID
System Software
1 9 (1.91%) Docker
2 3 (0.64%) HDFS
3 2 (0.42%) Virtual Machines
Systems Management
1 3 (0.64%) Oozie
Vendors
1 42 (8.90%) Microsoft
2 19 (4.03%) Google
2 19 (4.03%) NVIDIA
3 15 (3.18%) Cloudera
4 10 (2.12%) Tableau
5 7 (1.48%) IBM
6 6 (1.27%) Twitter
7 5 (1.06%) Apple
7 5 (1.06%) SAP
8 4 (0.85%) Hortonworks
8 4 (0.85%) MapR
8 4 (0.85%) Oracle
9 3 (0.64%) Capita
9 3 (0.64%) Perforce
10 2 (0.42%) Greenplum
10 2 (0.42%) Teradata
11 1 (0.21%) Altera
11 1 (0.21%) Facebook
11 1 (0.21%) Splunk
11 1 (0.21%) Xilinx