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 24 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Sep 2016
Same period 2015 Same period 2014
Natural Language Processing
Rank 221 289 314
Rank change year-on-year
+68 +25
Permanent jobs citing Natural Language Processing 26 4 15
As % of all permanent IT jobs located in the City of London 0.44% 0.046% 0.13%
As % of the Libraries, Frameworks & Software Standards category 1.06% 0.12% 0.35%
Number of salaries quoted 25 3 15
Median salary £50,000 £70,000 £72,500
Median salary % change year-on-year
-28.57% -3.44%
90% offered a salary of more than £43,500 £60,000 £54,500
10% offered a salary of more than £54,000 £70,000 £80,000
UK excluding London median salary £45,000 £47,500 £46,250
% change year-on-year
-5.26% +2.70%
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
2460 3215 4342
As % of all permanent IT jobs located in the City of London 41.37% 36.70% 37.98%
Number of salaries quoted 2264 2738 3777
Median salary £57,750 £55,000 £52,500
Median salary % change year-on-year
+5.00% +4.76%
90% offered a salary of more than £42,500 £37,500 £37,000
10% offered a salary of more than £80,000 £72,500 £75,000
UK excluding London median salary £41,500 £40,000 £40,000
% change year-on-year
+3.75% -

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 24 September 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 24 September 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 34 (85.00%) Java
2 32 (80.00%) Computer Science
3 29 (72.50%) Machine Learning
4 28 (70.00%) Algorithms
4 28 (70.00%) Degree
5 25 (62.50%) NoSQL
5 25 (62.50%) Big Data
5 25 (62.50%) Spring
6 24 (60.00%) Artificial Intelligence
6 24 (60.00%) Visualisation
6 24 (60.00%) Multithreading
7 23 (57.50%) Ontologies
8 19 (47.50%) Finance
9 14 (35.00%) Agile Software Development
9 14 (35.00%) Data Mining
10 13 (32.50%) PhD
11 11 (27.50%) Publishing
12 9 (22.50%) Clustering
12 9 (22.50%) Python
13 8 (20.00%) JavaScript
14 6 (15.00%) Software Engineering
15 5 (12.50%) Apache Spark
16 4 (10.00%) Information Retrieval
16 4 (10.00%) Git (software)
16 4 (10.00%) Scala
16 4 (10.00%) R
16 4 (10.00%) Statistics
16 4 (10.00%) HTML
16 4 (10.00%) CSS
17 3 (7.50%) CRM

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 5 (12.50%) Apache Spark
2 1 (2.50%) Apache Solr
2 1 (2.50%) Elasticsearch
Cloud Services
1 2 (5.00%) GitHub
Communications & Networking
1 1 (2.50%) LAN
1 1 (2.50%) WAN
Database & Business Intelligence
1 25 (62.50%) Big Data
1 25 (62.50%) NoSQL
2 14 (35.00%) Data Mining
3 2 (5.00%) Hadoop
3 2 (5.00%) SQL Server
3 2 (5.00%) SQL Server 2012
4 1 (2.50%) Apache Hive
4 1 (2.50%) MongoDB
4 1 (2.50%) Text Mining
Development Applications
1 4 (10.00%) Git (software)
2 3 (7.50%) Jenkins
3 2 (5.00%) Bitbucket
3 2 (5.00%) JIRA
3 2 (5.00%) NUnit
3 2 (5.00%) Subversion
General
1 19 (47.50%) Finance
2 11 (27.50%) Publishing
3 2 (5.00%) Banking
3 2 (5.00%) Games
4 1 (2.50%) Investment Banking
Job Titles
1 29 (72.50%) Developer
2 22 (55.00%) Java Developer
3 12 (30.00%) Machine Learning Developer
4 8 (20.00%) Artificial Intelligence Developer
5 4 (10.00%) Machine Learning Engineer
6 3 (7.50%) Full Stack Developer
6 3 (7.50%) Junior
7 2 (5.00%) Data Scientist
7 2 (5.00%) Java Engineer
7 2 (5.00%) Junior Developer
7 2 (5.00%) PHP Developer
8 1 (2.50%) .NET Developer
8 1 (2.50%) C# Developer
8 1 (2.50%) Data Architect
8 1 (2.50%) Graduate Software Engineer
8 1 (2.50%) Junior PHP Developer
8 1 (2.50%) Junior Software Engineer
8 1 (2.50%) Senior Data Warehouse Specialist
8 1 (2.50%) Solutions Architect
8 1 (2.50%) Technical Leader
Libraries, Frameworks & Software Standards
1 25 (62.50%) Spring
2 4 (10.00%) CSS
2 4 (10.00%) HTML
3 3 (7.50%) React
4 2 (5.00%) .NET
4 2 (5.00%) Ajax
4 2 (5.00%) AngularJS
4 2 (5.00%) ASP.NET
4 2 (5.00%) CSS3
4 2 (5.00%) HTML5
4 2 (5.00%) jQuery
4 2 (5.00%) KnockoutJS
4 2 (5.00%) Twitter Bootstrap
5 1 (2.50%) ActiveMQ
5 1 (2.50%) Apache CXF
5 1 (2.50%) JSON
5 1 (2.50%) RESTful
5 1 (2.50%) Symfony
5 1 (2.50%) Web Services
5 1 (2.50%) XML
Miscellaneous
1 32 (80.00%) Computer Science
2 28 (70.00%) Algorithms
3 24 (60.00%) Artificial Intelligence
3 24 (60.00%) Visualisation
4 23 (57.50%) Ontologies
5 9 (22.50%) Clustering
6 4 (10.00%) Statistics
7 3 (7.50%) BBC
8 2 (5.00%) Analytical Skills
9 1 (2.50%) Linked Data
9 1 (2.50%) Management Information System
9 1 (2.50%) Neural Network
9 1 (2.50%) Social Network
Operating Systems
1 2 (5.00%) Linux
Processes & Methodologies
1 29 (72.50%) Machine Learning
2 24 (60.00%) Multithreading
3 14 (35.00%) Agile Software Development
4 6 (15.00%) Software Engineering
5 4 (10.00%) Information Retrieval
6 3 (7.50%) Algorithmic Trading
6 3 (7.50%) Analytics
6 3 (7.50%) CRM
6 3 (7.50%) Data Analysis
6 3 (7.50%) ETL
6 3 (7.50%) Functional Programming
6 3 (7.50%) OO
6 3 (7.50%) Prototyping
6 3 (7.50%) Quantitative Finance
6 3 (7.50%) Rapid Prototyping
6 3 (7.50%) TDD
7 2 (5.00%) Front End Development
7 2 (5.00%) MVC
7 2 (5.00%) OOP
7 2 (5.00%) Scrum
Programming Languages
1 34 (85.00%) Java
2 9 (22.50%) Python
3 8 (20.00%) JavaScript
4 4 (10.00%) R
4 4 (10.00%) Scala
5 3 (7.50%) PHP
6 2 (5.00%) C#
7 1 (2.50%) Julia
7 1 (2.50%) SQL
Qualifications
1 28 (70.00%) Degree
2 13 (32.50%) PhD
City, London
ISL
Salary: £60000 - £75000 per annum
Posted: 3 days ago