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 25 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Aug 2016
Same period 2015 Same period 2014
Natural Language Processing
Rank 241 317 319
Rank change year-on-year
+76 +2
Permanent jobs citing Natural Language Processing 13 5 25
As % of all permanent IT jobs located in the City of London 0.21% 0.051% 0.21%
As % of the Libraries, Frameworks & Software Standards category 0.52% 0.14% 0.54%
Number of salaries quoted 13 4 25
Median salary £50,000 £67,500 £80,000
Median salary % change year-on-year
-25.92% -15.62%
UK excluding London median salary £63,750 £46,250 £45,000
% change year-on-year
+37.83% +2.77%
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
2493 3493 4595
As % of all permanent IT jobs located in the City of London 40.39% 35.34% 38.04%
Number of salaries quoted 2289 2971 3981
Median salary £57,500 £55,000 £52,500
Median salary % change year-on-year
+4.54% +4.76%
90% offered a salary of more than £42,500 £37,500 £37,500
10% offered a salary of more than £79,500 £75,000 £77,500
UK excluding London median salary £40,500 £40,000 £40,000
% change year-on-year
+1.25% -

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
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 25 August 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 25 August 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 25 (92.59%) Java
1 25 (92.59%) Computer Science
2 23 (85.19%) Machine Learning
3 21 (77.78%) Algorithms
4 20 (74.07%) Big Data
4 20 (74.07%) Degree
5 18 (66.67%) Multithreading
5 18 (66.67%) Spring
5 18 (66.67%) Visualisation
5 18 (66.67%) NoSQL
5 18 (66.67%) Finance
6 17 (62.96%) Ontologies
7 14 (51.85%) Artificial Intelligence
8 13 (48.15%) PhD
8 13 (48.15%) Data Mining
9 9 (33.33%) Clustering
10 7 (25.93%) Python
11 6 (22.22%) Agile Software Development
12 5 (18.52%) Publishing
12 5 (18.52%) JavaScript
12 5 (18.52%) Statistics
12 5 (18.52%) Apache Spark
13 4 (14.81%) Scala
14 3 (11.11%) R
14 3 (11.11%) Rapid Prototyping
14 3 (11.11%) Data Analysis
14 3 (11.11%) Algorithmic Trading
14 3 (11.11%) OO
14 3 (11.11%) Functional Programming
14 3 (11.11%) Prototyping

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 (18.52%) Apache Spark
2 1 (3.70%) Apache
Cloud Services
1 1 (3.70%) GitHub
Database & Business Intelligence
1 20 (74.07%) Big Data
2 18 (66.67%) NoSQL
3 13 (48.15%) Data Mining
4 1 (3.70%) Apache Hive
4 1 (3.70%) Hadoop
4 1 (3.70%) SQL Server
4 1 (3.70%) SQL Server 2012
4 1 (3.70%) Text Mining
Development Applications
1 2 (7.41%) Git (software)
2 1 (3.70%) Bitbucket
2 1 (3.70%) Jenkins
2 1 (3.70%) JIRA
2 1 (3.70%) NUnit
2 1 (3.70%) Subversion
General
1 18 (66.67%) Finance
2 5 (18.52%) Publishing
3 2 (7.41%) Games
Job Titles
1 18 (66.67%) Developer
2 15 (55.56%) Java Developer
3 10 (37.04%) Machine Learning Developer
4 4 (14.81%) Machine Learning Engineer
5 3 (11.11%) Artificial Intelligence Developer
6 2 (7.41%) Junior
6 2 (7.41%) Junior Developer
7 1 (3.70%) Computer Scientist
7 1 (3.70%) Computer Vision Scientist
7 1 (3.70%) Data Scientist
7 1 (3.70%) Full Stack Developer
7 1 (3.70%) Java Engineer
7 1 (3.70%) Junior PHP Developer
7 1 (3.70%) Machine Learning Scientist
7 1 (3.70%) PHP Developer
7 1 (3.70%) Senior Data Warehouse Specialist
7 1 (3.70%) Technical Leader
Libraries, Frameworks & Software Standards
1 18 (66.67%) Spring
2 2 (7.41%) CSS
2 2 (7.41%) HTML
3 1 (3.70%) .NET
3 1 (3.70%) Ajax
3 1 (3.70%) AngularJS
3 1 (3.70%) ASP.NET
3 1 (3.70%) CSS3
3 1 (3.70%) D3.js
3 1 (3.70%) HTML5
3 1 (3.70%) jQuery
3 1 (3.70%) KnockoutJS
3 1 (3.70%) React
3 1 (3.70%) scikit-learn
3 1 (3.70%) TensorFlow
3 1 (3.70%) Theano
3 1 (3.70%) Twitter Bootstrap
Miscellaneous
1 25 (92.59%) Computer Science
2 21 (77.78%) Algorithms
3 18 (66.67%) Visualisation
4 17 (62.96%) Ontologies
5 14 (51.85%) Artificial Intelligence
6 9 (33.33%) Clustering
7 5 (18.52%) Statistics
8 2 (7.41%) Neural Network
9 1 (3.70%) Analytical Skills
9 1 (3.70%) BBC
9 1 (3.70%) CUDA
9 1 (3.70%) Mobile App
9 1 (3.70%) Social Network
Operating Systems
1 1 (3.70%) Linux
Processes & Methodologies
1 23 (85.19%) Machine Learning
2 18 (66.67%) Multithreading
3 6 (22.22%) Agile Software Development
4 3 (11.11%) Algorithmic Trading
4 3 (11.11%) Data Analysis
4 3 (11.11%) Functional Programming
4 3 (11.11%) OO
4 3 (11.11%) Prototyping
4 3 (11.11%) Quantitative Finance
4 3 (11.11%) Rapid Prototyping
5 2 (7.41%) Information Retrieval
6 1 (3.70%) Analytics
6 1 (3.70%) Bayesian Methods
6 1 (3.70%) Data Analytics
6 1 (3.70%) Data Visualisation
6 1 (3.70%) Deep Learning
6 1 (3.70%) Front End Development
6 1 (3.70%) Kalman Filter
6 1 (3.70%) MapReduce
6 1 (3.70%) Statistical Modelling
Programming Languages
1 25 (92.59%) Java
2 7 (25.93%) Python
3 5 (18.52%) JavaScript
4 4 (14.81%) Scala
5 3 (11.11%) R
6 1 (3.70%) C#
6 1 (3.70%) C++
6 1 (3.70%) Julia
6 1 (3.70%) PHP
Qualifications
1 20 (74.07%) Degree
2 13 (48.15%) PhD
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