Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the City of 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 19 November 2017 with a comparison to the same period in the previous 2 years.

Neural Networks
Central London > City of London
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 303 338 427
Rank change year-on-year +35 +89 +1
Permanent jobs citing Neural Network 19 12 2
As % of all permanent IT jobs advertised in the City of London 0.19% 0.10% 0.012%
As % of the Processes & Methodologies category 0.21% 0.12% 0.013%
Number of salaries quoted 14 12 2
City of London median annual salary £65,000 £75,000 £65,000
Median salary % change year-on-year -13.33% +15.38% -4.41%
10th Percentile £37,000 £63,750 £50,500
90th Percentile £110,000 £110,875 £77,500
Central London median annual salary £65,000 £71,250 £66,250
% change year-on-year -8.77% +7.55% -2.57%

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 City of London with a requirement for process or methodology skills.

All Process and Methodology Skills
City of London
Permanent vacancies with a requirement for process or methodology skills 9128 10396 15326
As % of all permanent IT jobs advertised in the City of London 90.10% 89.42% 89.14%
Number of salaries quoted 8240 9472 13280
City of London median annual salary £60,000 £60,000 £57,500
Median salary % change year-on-year - +4.35% +4.55%
10th Percentile £36,250 £35,000 £33,750
90th Percentile £94,325 £90,000 £87,500
Central London median annual salary £60,000 £57,500 £57,500
% change year-on-year +4.35% - +4.55%

Neural Network
Job Vacancy Trend in the City of London

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

Job vacancy trend for Neural Network in the City of London

Neural Network
Salary Trend in the City of London

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

Salary trend for Neural Network in the City of London

Neural Network
Salary Histogram in the City of London

The salary distribution of IT jobs citing Neural Network in the City of London over the 6 months to 19 November 2017.

Salary histogram for Neural Network in the City of London

For the 6 months to 19 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 City of London region with a requirement for Neural Network.

1 17 (89.47%) Machine Learning
2 16 (84.21%) Python
3 12 (63.16%) PhD
4 11 (57.89%) Finance
5 10 (52.63%) C++
5 10 (52.63%) Artificial Intelligence
5 10 (52.63%) Analytics
5 10 (52.63%) R
5 10 (52.63%) Apache Spark
5 10 (52.63%) Algorithms
6 9 (47.37%) Hadoop
6 9 (47.37%) Java
7 8 (42.11%) Computer Science
7 8 (42.11%) Deep Learning
7 8 (42.11%) Data Analytics
8 7 (36.84%) Random Forest
8 7 (36.84%) Degree
9 6 (31.58%) Reinforcement Learning
9 6 (31.58%) Big Data
9 6 (31.58%) Scala
9 6 (31.58%) Natural Language Processing
10 5 (26.32%) Kafka
10 5 (26.32%) OpenShift
10 5 (26.32%) Docker
10 5 (26.32%) TensorFlow
10 5 (26.32%) Statistics
10 5 (26.32%) Software Engineering
10 5 (26.32%) Visualisation
10 5 (26.32%) Predictive Modelling
11 4 (21.05%) Mathematics

Neural Network
Co-occurring IT Skills in the City of 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 10 (52.63%) Apache Spark
2 1 (5.26%) Apache
Cloud Services
1 5 (26.32%) OpenShift
2 2 (10.53%) Azure Machine Learning
2 2 (10.53%) Google Cloud Platform
2 2 (10.53%) Microsoft Azure
Communications & Networking
1 2 (10.53%) Network Security
Database & Business Intelligence
1 9 (47.37%) Hadoop
2 6 (31.58%) Big Data
3 4 (21.05%) Data Mining
4 2 (10.53%) Apache Cassandra
4 2 (10.53%) Apache Hive
4 2 (10.53%) HBase
4 2 (10.53%) MongoDB
4 2 (10.53%) Neo4j
4 2 (10.53%) SQL Server
5 1 (5.26%) Data Lake
5 1 (5.26%) Electronic Patient Records
5 1 (5.26%) MySQL
Development Applications
1 1 (5.26%) Git (software)
General
1 11 (57.89%) Finance
2 2 (10.53%) Banking
2 2 (10.53%) Front Office
3 1 (5.26%) Marketing
3 1 (5.26%) Retail
3 1 (5.26%) Wholesale Banking
Job Titles
1 12 (63.16%) Data Scientist
2 4 (21.05%) Developer
2 4 (21.05%) Machine Learning Scientist
3 2 (10.53%) .NET Developer
3 2 (10.53%) Data Analytics Scientist
3 2 (10.53%) Developer/Software Engineer
3 2 (10.53%) Graduate
3 2 (10.53%) Graduate Developer
3 2 (10.53%) Graduate Software Developer
3 2 (10.53%) Graduate Software Engineer
3 2 (10.53%) Senior Data Scientist
3 2 (10.53%) Software Developer
3 2 (10.53%) Software Engineer
4 1 (5.26%) Graduate Network Engineer
4 1 (5.26%) Machine Learning Engineer
4 1 (5.26%) Network Engineer
4 1 (5.26%) Network Security Engineer
4 1 (5.26%) Security Engineer
Libraries, Frameworks & Software Standards
1 6 (31.58%) Natural Language Processing
2 5 (26.32%) Kafka
2 5 (26.32%) TensorFlow
3 2 (10.53%) .NET
3 2 (10.53%) AngularJS
3 2 (10.53%) Theano
3 2 (10.53%) Twitter Bootstrap
3 2 (10.53%) WCF
3 2 (10.53%) WPF
3 2 (10.53%) XGBoost
4 1 (5.26%) CSS
4 1 (5.26%) D3.js
4 1 (5.26%) HTML
4 1 (5.26%) NumPy
4 1 (5.26%) Pandas
4 1 (5.26%) Polymer
4 1 (5.26%) scikit-learn
4 1 (5.26%) SciPy
4 1 (5.26%) Torch
Miscellaneous
1 10 (52.63%) Algorithms
2 8 (42.11%) Computer Science
3 2 (10.53%) Client/Server
3 2 (10.53%) Fixed Income
4 1 (5.26%) Analytical Skills
4 1 (5.26%) Life Science
4 1 (5.26%) Social Media
Processes & Methodologies
1 17 (89.47%) Machine Learning
2 10 (52.63%) Analytics
2 10 (52.63%) Artificial Intelligence
3 8 (42.11%) Data Analytics
3 8 (42.11%) Deep Learning
4 7 (36.84%) Random Forest
5 6 (31.58%) Reinforcement Learning
6 5 (26.32%) Predictive Modelling
6 5 (26.32%) Software Engineering
6 5 (26.32%) Statistics
6 5 (26.32%) Visualisation
7 4 (21.05%) Mathematics
8 3 (15.79%) Agile Software Development
8 3 (15.79%) DevOps
8 3 (15.79%) Physics
8 3 (15.79%) Stakeholder Management
9 2 (10.53%) Bayesian Methods
9 2 (10.53%) Decision Tree
9 2 (10.53%) Probabilistic Modelling
9 2 (10.53%) Statistical Modelling
Programming Languages
1 16 (84.21%) Python
2 10 (52.63%) C++
2 10 (52.63%) R
3 9 (47.37%) Java
4 6 (31.58%) Scala
5 4 (21.05%) JavaScript
5 4 (21.05%) SQL
6 3 (15.79%) C
6 3 (15.79%) C#
6 3 (15.79%) MATLAB
7 2 (10.53%) Julia
7 2 (10.53%) T-SQL
Qualifications
1 12 (63.16%) PhD
2 7 (36.84%) Degree
3 2 (10.53%) Master's Degree
3 2 (10.53%) Numerate Degree
4 1 (5.26%) Computer Science Degree
4 1 (5.26%) Postgraduate
Quality Assurance & Compliance
1 2 (10.53%) Data Quality
System Software
1 5 (26.32%) Docker
Systems Management
1 1 (5.26%) Hadoop YARN
Vendors
1 2 (10.53%) Adthena
1 2 (10.53%) Google
1 2 (10.53%) IBM
1 2 (10.53%) Microsoft