Period
to 24 November 2017

The following table provides summary statistics for permanent job vacancies advertised in London 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 24 November 2017 with a comparison to the same period in the previous 2 years.

Neural Networks
England > London
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 667 779 866
Rank change year-on-year +112 +87 -12
Permanent jobs citing Neural Network 171 63 51
As % of all permanent IT jobs advertised in London 0.23% 0.083% 0.057%
As % of the Processes & Methodologies category 0.25% 0.092% 0.064%
Number of salaries quoted 161 52 39
London median annual salary £65,000 £70,000 £67,500
Median salary % change year-on-year -7.14% +3.70% -0.74%
10th Percentile £37,500 £42,875 £42,500
90th Percentile £115,000 £109,750 £125,000
England median annual salary £62,500 £52,500 £65,000
% change year-on-year +19.05% -19.23% -4.41%

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 London with a requirement for process or methodology skills.

All Process and Methodology Skills
London
Permanent vacancies with a requirement for process or methodology skills 68735 68760 79859
As % of all permanent IT jobs advertised in London 91.61% 90.69% 89.57%
Number of salaries quoted 52944 59134 67322
London median annual salary £60,000 £58,500 £55,000
Median salary % change year-on-year +2.56% +6.36% -
10th Percentile £35,000 £33,750 £33,173
90th Percentile £90,000 £88,750 £86,250
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Neural Network
Job Vacancy Trend in London

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

Job vacancy trend for Neural Network in London

Neural Network
Salary Trend in London

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

Salary trend for Neural Network in London

Neural Network
Salary Histogram in London

The salary distribution of IT jobs citing Neural Network in London over the 6 months to 24 November 2017.

Salary histogram for Neural Network in London

Neural Network
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Neural Network within the London region over the 6 months to 24 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
Central London +32 27 £65,000 -8.77% 3
West London +19 13 £50,000 - 2
East London - 5 £90,000 -
North London - 5 £62,500 - 1
South London +9 3 £40,000 -
Neural Network
England

For the 6 months to 24 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 London region with a requirement for Neural Network.

1 158 (92.40%) Machine Learning
2 139 (81.29%) Python
3 90 (52.63%) Algorithms
4 82 (47.95%) R
5 79 (46.20%) Analytics
6 77 (45.03%) Deep Learning
7 75 (43.86%) Big Data
8 72 (42.11%) Natural Language Processing
9 68 (39.77%) Java
10 67 (39.18%) SQL
11 64 (37.43%) Computer Science
12 59 (34.50%) Statistics
13 57 (33.33%) PhD
14 54 (31.58%) Artificial Intelligence
15 50 (29.24%) Mathematics
15 50 (29.24%) Apache Spark
16 45 (26.32%) Software Engineering
17 43 (25.15%) Hadoop
18 41 (23.98%) Finance
19 39 (22.81%) Degree
19 39 (22.81%) Analytical Skills
19 39 (22.81%) Computer Vision
20 37 (21.64%) Physics
21 36 (21.05%) Scala
21 36 (21.05%) C++
22 35 (20.47%) Visualisation
23 33 (19.30%) Open Source
23 33 (19.30%) Bayesian Methods
24 31 (18.13%) Predictive Modelling
25 30 (17.54%) Agile Software Development

Neural Network
Co-occurring IT Skills in London 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 50 (29.24%) Apache Spark
2 16 (9.36%) SAS
3 10 (5.85%) Elasticsearch
4 9 (5.26%) Apache
5 7 (4.09%) Apache Solr
5 7 (4.09%) nginx
6 5 (2.92%) Tomcat
7 2 (1.17%) DNN
8 1 (0.58%) Apache Pig
Applications
1 5 (2.92%) Chatbot
2 2 (1.17%) Gephi
3 1 (0.58%) GNU Octave
3 1 (0.58%) Spreadsheet
3 1 (0.58%) SPSS
Business Applications
1 1 (0.58%) Capstone
Cloud Services
1 21 (12.28%) Amazon AWS
2 18 (10.53%) Microsoft Azure
3 7 (4.09%) OpenShift
4 6 (3.51%) Amazon S3
4 6 (3.51%) Google Cloud Platform
5 5 (2.92%) Azure Machine Learning
6 3 (1.75%) GitHub
7 1 (0.58%) Amazon EMR
7 1 (0.58%) Cortana Intelligence Suite
7 1 (0.58%) PaaS
7 1 (0.58%) SaaS
Communications & Networking
1 9 (5.26%) Internet
2 5 (2.92%) Network Security
Database & Business Intelligence
1 75 (43.86%) Big Data
2 43 (25.15%) Hadoop
3 27 (15.79%) Data Mining
4 16 (9.36%) Apache Hive
4 16 (9.36%) MongoDB
5 12 (7.02%) Text Mining
6 11 (6.43%) PostgreSQL
7 10 (5.85%) Neo4j
7 10 (5.85%) QlikView
7 10 (5.85%) SQL Server
8 9 (5.26%) HBase
8 9 (5.26%) MySQL
8 9 (5.26%) NoSQL
8 9 (5.26%) Power BI
9 8 (4.68%) Apache Cassandra
9 8 (4.68%) Data Warehouse
9 8 (4.68%) HDInsight
9 8 (4.68%) SQL Server 2016
9 8 (4.68%) SQL Server Integration Services
9 8 (4.68%) SQL Server Reporting Services
Development Applications
1 13 (7.60%) Git (software)
2 5 (2.92%) CMake
2 5 (2.92%) CodeNarc
2 5 (2.92%) GitLab
2 5 (2.92%) Jenkins
2 5 (2.92%) Spock
General
1 41 (23.98%) Finance
2 12 (7.02%) Marketing
3 8 (4.68%) Automotive
4 7 (4.09%) Banking
5 6 (3.51%) Retail
6 5 (2.92%) Games
7 4 (2.34%) Front Office
7 4 (2.34%) Telecoms
8 3 (1.75%) Investment Banking
9 1 (0.58%) Advertising
9 1 (0.58%) Military
9 1 (0.58%) Publishing
9 1 (0.58%) Retail Banking
9 1 (0.58%) Wholesale Banking
Job Titles
1 70 (40.94%) Data Scientist
2 39 (22.81%) Machine Learning Engineer
3 21 (12.28%) Machine Learning Scientist
4 20 (11.70%) Developer
5 19 (11.11%) Senior Data Scientist
6 12 (7.02%) Software Engineer
7 9 (5.26%) Senior Developer
8 7 (4.09%) Consultant
8 7 (4.09%) Perl Developer
8 7 (4.09%) Senior Perl Developer
9 6 (3.51%) Graduate
9 6 (3.51%) Software Developer
10 5 (2.92%) Business Intelligence Consultant
10 5 (2.92%) Junior
10 5 (2.92%) Junior Data Scientist
10 5 (2.92%) Microsoft BI Consultant
10 5 (2.92%) Microsoft Consultant
10 5 (2.92%) Senior Business Intelligence Consultant
10 5 (2.92%) Senior Consultant
10 5 (2.92%) Senior Microsoft Consultant
Libraries, Frameworks & Software Standards
1 72 (42.11%) Natural Language Processing
2 23 (13.45%) TensorFlow
3 11 (6.43%) Kafka
4 10 (5.85%) .NET
4 10 (5.85%) D3.js
4 10 (5.85%) scikit-learn
5 8 (4.68%) Torch
6 7 (4.09%) DBIx::Class
6 7 (4.09%) FastCGI
6 7 (4.09%) Gearman
6 7 (4.09%) HTML
6 7 (4.09%) LAMP
6 7 (4.09%) LEMP Stack
6 7 (4.09%) Lucene
6 7 (4.09%) Moose
6 7 (4.09%) Plack
6 7 (4.09%) Polymer
7 6 (3.51%) Keras
8 5 (2.92%) Immutable.js
8 5 (2.92%) jOOQ
Miscellaneous
1 90 (52.63%) Algorithms
2 64 (37.43%) Computer Science
3 39 (22.81%) Analytical Skills
4 24 (14.04%) Greenfield Project
5 15 (8.77%) User Experience
6 13 (7.60%) Clustering
7 8 (4.68%) Social Network
7 8 (4.68%) Virtual Team
8 6 (3.51%) NHS
9 4 (2.34%) Fintech
10 3 (1.75%) Data Structures
10 3 (1.75%) Video\Live Streaming
11 2 (1.17%) Client/Server
11 2 (1.17%) CUDA
11 2 (1.17%) Fixed Income
11 2 (1.17%) Management Information System
11 2 (1.17%) Social Media
12 1 (0.58%) FMCG
12 1 (0.58%) Grid Computing
12 1 (0.58%) Internet of Things
Operating Systems
1 16 (9.36%) Linux
2 14 (8.19%) Unix
3 5 (2.92%) Debian
3 5 (2.92%) Ubuntu
Processes & Methodologies
1 158 (92.40%) Machine Learning
2 79 (46.20%) Analytics
3 77 (45.03%) Deep Learning
4 59 (34.50%) Statistics
5 54 (31.58%) Artificial Intelligence
6 50 (29.24%) Mathematics
7 45 (26.32%) Software Engineering
8 39 (22.81%) Computer Vision
9 37 (21.64%) Physics
10 35 (20.47%) Visualisation
11 33 (19.30%) Bayesian Methods
11 33 (19.30%) Open Source
12 31 (18.13%) Predictive Modelling
13 30 (17.54%) Agile Software Development
14 28 (16.37%) Reinforcement Learning
15 25 (14.62%) Data Analysis
16 20 (11.70%) Data Visualisation
16 20 (11.70%) Predictive Analytics
16 20 (11.70%) Probabilistic Modelling
17 18 (10.53%) DevOps
Programming Languages
1 139 (81.29%) Python
2 82 (47.95%) R
3 68 (39.77%) Java
4 67 (39.18%) SQL
5 36 (21.05%) C++
5 36 (21.05%) Scala
6 26 (15.20%) MATLAB
7 17 (9.94%) Julia
8 14 (8.19%) JavaScript
9 8 (4.68%) C#
9 8 (4.68%) Perl
10 7 (4.09%) Shell Script
11 6 (3.51%) Ruby
12 5 (2.92%) C
12 5 (2.92%) ES6
12 5 (2.92%) Groovy
12 5 (2.92%) Haskell
12 5 (2.92%) Kotlin
13 2 (1.17%) Go
13 2 (1.17%) T-SQL
Qualifications
1 57 (33.33%) PhD
2 39 (22.81%) Degree
3 20 (11.70%) Computer Science Degree
4 8 (4.68%) Numerate Degree
5 6 (3.51%) Master's Degree
6 1 (0.58%) Postgraduate
Quality Assurance & Compliance
1 3 (1.75%) Data Quality
2 1 (0.58%) GDPR
2 1 (0.58%) Solvency II
System Software
1 8 (4.68%) Docker
2 7 (4.09%) Varnish
3 3 (1.75%) HDFS
Systems Management
1 7 (4.09%) Opscode Chef
1 7 (4.09%) Puppet
2 5 (2.92%) Ansible
3 1 (0.58%) Hadoop YARN
3 1 (0.58%) Kubernetes
Vendors
1 15 (8.77%) Tableau
2 13 (7.60%) Microsoft
3 11 (6.43%) Google
4 9 (5.26%) IBM
5 5 (2.92%) Oracle
6 3 (1.75%) Cloudera
6 3 (1.75%) Greenplum
6 3 (1.75%) Hortonworks
6 3 (1.75%) Intel
6 3 (1.75%) MapR
7 2 (1.17%) Adthena
7 2 (1.17%) MicroStrategy
8 1 (0.58%) Apple
8 1 (0.58%) RapidMiner
8 1 (0.58%) SAP