The table below looks at the statistics for Natural Language Processing skills in IT jobs advertised for the City of London region. Included is a guide to the salaries offered in IT jobs that have cited Natural Language Processing over the 3 months to 28 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jun 2016
Same period 2015 Same period 2014
Natural Language Processing
Rank 240 310 337
Rank change year-on-year
+70 +27
Permanent jobs citing Natural Language Processing 14 4 23
As % of all permanent IT jobs located in the City of London 0.22% 0.039% 0.18%
As % of the Libraries, Frameworks & Software Standards category 0.53% 0.11% 0.47%
Number of salaries quoted 14 4 23
Median salary £48,750 £65,000 £80,000
Median salary % change year-on-year
-25.00% -18.75%
90% offered a salary of more than £44,000 £51,000 £71,500
10% offered a salary of more than £90,000 £75,500 £92,500
UK excluding London median salary £62,500 £42,500 £47,500
% change year-on-year
+47.05% -10.52%
Natural Language Processing
London

The following table is for comparison with the above and provides statistics for the entire Libraries, Frameworks & Software Standards category in permanent jobs advertised in the City of London region.

Libraries, Frameworks & Software Standards Category
City of London
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
2627 3574 4847
As % of all permanent IT jobs located in the City of London 41.23% 35.13% 37.73%
Number of salaries quoted 2373 3123 4188
Median salary £57,500 £55,000 £55,000
Median salary % change year-on-year
+4.54% -
90% offered a salary of more than £40,000 £37,500 £36,500
10% offered a salary of more than £75,000 £75,000 £75,000
UK excluding London median salary £40,000 £40,000 £40,000

Natural Language Processing
Jobs Demand Trend in the City of London

The demand trend of job ads across the City of London region citing Natural Language Processing as a proportion of all IT jobs with a match in the Libraries, Frameworks & Software Standards category.

Natural Language Processing Jobs Demand Trend in the City of London

Natural Language Processing
Salary Trend in the City of London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Natural Language Processing across the City of London region.

Natural Language Processing Salary Trend in the City of London

Natural Language Processing
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing Natural Language Processing across the City of London region over the 3 months to 28 June 2016.

Natural Language Processing Salary Histogram in the City of London

Natural Language Processing
Top 30 Related IT Skills in the City of London

For the 6 months to 28 June 2016, IT jobs citing Natural Language Processing 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 Natural Language Processing.

1 21 (100.00%) Computer Science
2 20 (95.24%) Machine Learning
3 17 (80.95%) Java
4 16 (76.19%) PhD
4 16 (76.19%) Finance
4 16 (76.19%) Big Data
4 16 (76.19%) Algorithms
5 15 (71.43%) Data Mining
6 12 (57.14%) Degree
7 10 (47.62%) Multithreading
7 10 (47.62%) NoSQL
7 10 (47.62%) Spring
8 9 (42.86%) Python
8 9 (42.86%) Clustering
8 9 (42.86%) Visualisation
9 8 (38.10%) Statistics
9 8 (38.10%) Ontologies
9 8 (38.10%) Apache Spark
10 6 (28.57%) Games
10 6 (28.57%) Deep Learning
11 5 (23.81%) Theano
11 5 (23.81%) Artificial Intelligence
11 5 (23.81%) Neural Network
11 5 (23.81%) C++
12 4 (19.05%) JavaScript
12 4 (19.05%) Apache
12 4 (19.05%) CUDA
12 4 (19.05%) Scala
12 4 (19.05%) Signal Processing
12 4 (19.05%) R

Natural Language Processing
Top Related 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 8 (38.10%) Apache Spark
2 4 (19.05%) Apache
Cloud Services
1 1 (4.76%) GitHub
Database & Business Intelligence
1 16 (76.19%) Big Data
2 15 (71.43%) Data Mining
3 10 (47.62%) NoSQL
4 2 (9.52%) Apache Hive
4 2 (9.52%) Hadoop
5 1 (4.76%) SQL Server
5 1 (4.76%) SQL Server 2012
5 1 (4.76%) Text Mining
Development Applications
1 1 (4.76%) Bitbucket
1 1 (4.76%) Git (software)
1 1 (4.76%) JIRA
1 1 (4.76%) NUnit
General
1 16 (76.19%) Finance
2 6 (28.57%) Games
Job Titles
1 8 (38.10%) Developer
2 7 (33.33%) Java Developer
2 7 (33.33%) Machine Learning Developer
3 4 (19.05%) Computer Scientist
4 3 (14.29%) Machine Learning Engineer
5 2 (9.52%) Data Scientist
6 1 (4.76%) Full Stack Developer
6 1 (4.76%) Junior
6 1 (4.76%) Junior Developer
6 1 (4.76%) Machine Learning Scientist
6 1 (4.76%) Research Scientist
6 1 (4.76%) Senior Data Scientist
6 1 (4.76%) Technical Leader
Libraries, Frameworks & Software Standards
1 10 (47.62%) Spring
2 5 (23.81%) Theano
3 4 (19.05%) scikit-learn
4 3 (14.29%) TensorFlow
5 1 (4.76%) .NET
5 1 (4.76%) Ajax
5 1 (4.76%) AngularJS
5 1 (4.76%) ASP.NET
5 1 (4.76%) CSS
5 1 (4.76%) CSS3
5 1 (4.76%) D3.js
5 1 (4.76%) HTML
5 1 (4.76%) HTML5
5 1 (4.76%) jQuery
5 1 (4.76%) KnockoutJS
5 1 (4.76%) Twitter Bootstrap
Miscellaneous
1 21 (100.00%) Computer Science
2 16 (76.19%) Algorithms
3 9 (42.86%) Clustering
3 9 (42.86%) Visualisation
4 8 (38.10%) Ontologies
4 8 (38.10%) Statistics
5 5 (23.81%) Artificial Intelligence
5 5 (23.81%) Neural Network
6 4 (19.05%) CUDA
6 4 (19.05%) Mobile App
7 1 (4.76%) Analytical Skills
7 1 (4.76%) Robotics
7 1 (4.76%) Social Network
Processes & Methodologies
1 20 (95.24%) Machine Learning
2 10 (47.62%) Multithreading
3 6 (28.57%) Deep Learning
4 4 (19.05%) Bayesian Methods
4 4 (19.05%) Convolutional Neural Network
4 4 (19.05%) Signal Processing
4 4 (19.05%) Statistical Modelling
5 3 (14.29%) Algorithmic Trading
5 3 (14.29%) Data Analysis
5 3 (14.29%) E-Commerce
5 3 (14.29%) Functional Programming
5 3 (14.29%) OO
5 3 (14.29%) Prototyping
5 3 (14.29%) Quantitative Finance
5 3 (14.29%) Rapid Prototyping
6 1 (4.76%) Analytics
6 1 (4.76%) Configuration Management
6 1 (4.76%) Front End Development
6 1 (4.76%) Information Retrieval
6 1 (4.76%) Kalman Filter
Programming Languages
1 17 (80.95%) Java
2 9 (42.86%) Python
3 5 (23.81%) C++
4 4 (19.05%) JavaScript
4 4 (19.05%) R
4 4 (19.05%) Scala
5 1 (4.76%) C
5 1 (4.76%) C#
5 1 (4.76%) Julia
5 1 (4.76%) Ruby
Qualifications
1 16 (76.19%) PhD
2 12 (57.14%) Degree