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 3 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
3 Dec 2016
Same period 2015 Same period 2014
Natural Language Processing
Rank 221 263 319
Rank change year-on-year
+42 +56
Permanent jobs citing Natural Language Processing 11 1 12
As % of all permanent IT jobs located in the City of London 0.21% 0.014% 0.11%
As % of the Libraries, Frameworks & Software Standards category 0.51% 0.040% 0.30%
Number of salaries quoted 11 1 12
Median salary £45,000 £45,000 £57,500
Median salary % change year-on-year
- -21.73%
90% offered a salary of more than £42,500 £45,000 £48,250
10% offered a salary of more than £50,000 £45,000 £67,250
UK excluding London median salary £40,000 £52,500 £47,500
% change year-on-year
-23.80% +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
2172 2485 3971
As % of all permanent IT jobs located in the City of London 40.88% 35.95% 35.68%
Number of salaries quoted 2006 2233 3512
Median salary £57,500 £57,500 £55,000
Median salary % change year-on-year
- +4.54%
90% offered a salary of more than £40,000 £38,000 £35,000
10% offered a salary of more than £82,500 £72,500 £80,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

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
Top 30 Related IT Skills in the City of London

For the 6 months to 3 December 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 23 (74.19%) Java
2 22 (70.97%) Artificial Intelligence
3 21 (67.74%) Algorithms
4 19 (61.29%) Computer Science
5 18 (58.06%) Spring
5 18 (58.06%) Degree
5 18 (58.06%) NoSQL
6 17 (54.84%) Machine Learning
7 16 (51.61%) Big Data
7 16 (51.61%) Visualisation
8 15 (48.39%) Agile Software Development
8 15 (48.39%) Ontologies
8 15 (48.39%) Multithreading
9 11 (35.48%) Publishing
10 10 (32.26%) Software Engineering
11 9 (29.03%) Finance
12 6 (19.35%) JavaScript
12 6 (19.35%) Python
13 5 (16.13%) CRM
13 5 (16.13%) PHP
13 5 (16.13%) BBC
13 5 (16.13%) TDD
13 5 (16.13%) React
13 5 (16.13%) Analytics
13 5 (16.13%) Jenkins
14 3 (9.68%) ActiveMQ
14 3 (9.68%) Symfony
14 3 (9.68%) Games
14 3 (9.68%) ETL
14 3 (9.68%) SQL

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 3 (9.68%) Apache Solr
1 3 (9.68%) Elasticsearch
2 2 (6.45%) Apache Spark
Cloud Services
1 1 (3.23%) GitHub
Communications & Networking
1 1 (3.23%) LAN
1 1 (3.23%) WAN
Database & Business Intelligence
1 18 (58.06%) NoSQL
2 16 (51.61%) Big Data
3 3 (9.68%) MongoDB
4 2 (6.45%) Data Mining
4 2 (6.45%) Hadoop
5 1 (3.23%) Apache Hive
5 1 (3.23%) SQL Server
5 1 (3.23%) SQL Server 2012
5 1 (3.23%) Text Mining
Development Applications
1 5 (16.13%) Jenkins
2 3 (9.68%) Git (software)
3 2 (6.45%) Subversion
4 1 (3.23%) Bitbucket
4 1 (3.23%) JIRA
4 1 (3.23%) NUnit
General
1 11 (35.48%) Publishing
2 9 (29.03%) Finance
3 3 (9.68%) Games
4 2 (6.45%) Banking
5 1 (3.23%) Investment Banking
Job Titles
1 26 (83.87%) Developer
2 18 (58.06%) Java Developer
3 9 (29.03%) Artificial Intelligence Developer
4 6 (19.35%) Machine Learning Developer
5 4 (12.90%) Java Engineer
5 4 (12.90%) PHP Developer
6 2 (6.45%) Artificial Intelligence Engineer
6 2 (6.45%) Data Scientist
6 2 (6.45%) Full Stack Developer
6 2 (6.45%) Junior
7 1 (3.23%) .NET Developer
7 1 (3.23%) Architect
7 1 (3.23%) C# Developer
7 1 (3.23%) Data Architect
7 1 (3.23%) Graduate
7 1 (3.23%) Junior Developer
7 1 (3.23%) Junior Software Engineer
7 1 (3.23%) Senior Data Warehouse Specialist
7 1 (3.23%) Software Engineer
7 1 (3.23%) Solutions Architect
Libraries, Frameworks & Software Standards
1 18 (58.06%) Spring
2 5 (16.13%) React
3 3 (9.68%) ActiveMQ
3 3 (9.68%) Apache CXF
3 3 (9.68%) CSS
3 3 (9.68%) Doctrine
3 3 (9.68%) HTML
3 3 (9.68%) RabbitMQ
3 3 (9.68%) RESTful
3 3 (9.68%) Symfony
3 3 (9.68%) Web Services
4 1 (3.23%) .NET
4 1 (3.23%) Ajax
4 1 (3.23%) ASP.NET
4 1 (3.23%) CSS3
4 1 (3.23%) HTML5
4 1 (3.23%) jQuery
4 1 (3.23%) JSON
4 1 (3.23%) KnockoutJS
4 1 (3.23%) XML
Miscellaneous
1 22 (70.97%) Artificial Intelligence
2 21 (67.74%) Algorithms
3 19 (61.29%) Computer Science
4 16 (51.61%) Visualisation
5 15 (48.39%) Ontologies
6 5 (16.13%) BBC
7 2 (6.45%) Analytical Skills
8 1 (3.23%) Linked Data
8 1 (3.23%) Management Information System
8 1 (3.23%) Neural Network
8 1 (3.23%) Social Network
8 1 (3.23%) Statistics
Operating Systems
1 2 (6.45%) Linux
Processes & Methodologies
1 17 (54.84%) Machine Learning
2 15 (48.39%) Agile Software Development
2 15 (48.39%) Multithreading
3 10 (32.26%) Software Engineering
4 5 (16.13%) Analytics
4 5 (16.13%) CRM
4 5 (16.13%) TDD
5 3 (9.68%) BDD
5 3 (9.68%) Continuous Integration
5 3 (9.68%) ETL
5 3 (9.68%) Front End Development
5 3 (9.68%) Information Retrieval
6 2 (6.45%) OOP
7 1 (3.23%) Change Management
7 1 (3.23%) Data Modelling
7 1 (3.23%) Data Security
7 1 (3.23%) MVC
7 1 (3.23%) RDF
7 1 (3.23%) Scrum
7 1 (3.23%) SOA
Programming Languages
1 23 (74.19%) Java
2 6 (19.35%) JavaScript
2 6 (19.35%) Python
3 5 (16.13%) PHP
4 3 (9.68%) SQL
5 1 (3.23%) C#
5 1 (3.23%) Julia
5 1 (3.23%) R
5 1 (3.23%) Scala
Qualifications
1 18 (58.06%) Degree
2 1 (3.23%) PhD