The following table provides summary statistics for permanent job vacancies advertised in the East of England with a requirement for Natural Language Processing skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Natural Language Processing over the 3 months to 27 June 2017 with a comparison to the same period in the previous 2 years.

Natural Language Processing (NLP)
England / East of England
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 229 230 278
Rank change year-on-year +1 +48  
Permanent jobs citing Natural Language Processing 35 23 4
As % of all permanent IT jobs advertised in the East of England 0.56% 0.34% 0.049%
As % of the Libraries, Frameworks & Software Standards category 1.38% 0.88% 0.13%
Number of salaries quoted 23 21 4
Median salary £42,500 £40,000 £42,500
Median salary % change year-on-year +6.25% -5.88%  
90% offered a salary of more than £35,000 £35,000 £40,750
10% offered a salary of more than £59,000 £50,000 £44,250
UK excluding London median salary £55,000 £53,500 £42,500
% change year-on-year +2.80% +25.88%  

Natural Language Processing is in the industry standards, technical specifications and software library and framework skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the East of England with a requirement for industry standards, technical specifications and software library and framework skills.

Software Library & Framework Skills
East of England
Permanent job vacancies with a requirement for industry standards, technical specifications and software library and framework skills 2542 2621 3139
As % of all permanent IT job vacancies advertised in the East of England 40.99% 38.29% 38.84%
Number of salaries quoted 2129 2320 2710
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88%  
90% offered a salary of more than £32,500 £30,000 £28,500
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year +6.25% -  

Natural Language Processing
Job Vacancy Trend in the East of England

The job posting trend of jobs advertised in the East of England citing Natural Language Processing as a proportion of all permanent or contract IT jobs with a match in the Libraries, Frameworks & Software Standards category.

Job vacancy trend for Natural Language Processing in the East of England

Natural Language Processing
Salary Trend in the East of England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Natural Language Processing in the East of England.

Salary trend for Natural Language Processing in the East of England

Natural Language Processing
Salary Histogram in the East of England

The salary distribution of IT jobs citing Natural Language Processing in the East of England over the 3 months to 27 June 2017.

Salary histogram for Natural Language Processing in the East of England

Natural Language Processing
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Natural Language Processing within the East of England region over the 3 months to 27 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridgeshire -5 35 £42,500 +6.25% 3
Natural Language Processing
England

For the 6 months to 27 June 2017, 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 East of England region with a requirement for Natural Language Processing.

1 28 (50.91%) PhD
2 22 (40.00%) Software Engineering
2 22 (40.00%) Python
3 21 (38.18%) Java
4 19 (34.55%) C++
5 18 (32.73%) Algorithms
6 16 (29.09%) Computer Science
6 16 (29.09%) Agile Software Development
6 16 (29.09%) Text Mining
6 16 (29.09%) JavaScript
7 15 (27.27%) Degree
7 15 (27.27%) Analytical Skills
8 14 (25.45%) Machine Learning
8 14 (25.45%) Speech Recognition
9 13 (23.64%) Data Mining
9 13 (23.64%) Signal Processing
9 13 (23.64%) Mathematics
9 13 (23.64%) Statistics
10 12 (21.82%) Augmented Reality
10 12 (21.82%) Physics
10 12 (21.82%) Data Structures
10 12 (21.82%) Computational Linguistics
11 11 (20.00%) Neural Network
12 10 (18.18%) Spring
12 10 (18.18%) Sun Certification
12 10 (18.18%) Hibernate
12 10 (18.18%) J2EE
12 10 (18.18%) Data Visualisation
12 10 (18.18%) Visualisation
12 10 (18.18%) Computer Vision

Natural Language Processing
Co-occurring IT Skills in the East of England 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 7 (12.73%) Elasticsearch
1 7 (12.73%) NServiceBus
2 3 (5.45%) Jetty
2 3 (5.45%) MediaWiki
2 3 (5.45%) OpenStack
3 1 (1.82%) DNN
Cloud Services
1 2 (3.64%) Amazon AWS
Communications & Networking
1 7 (12.73%) Internet
2 1 (1.82%) HTTP
Database & Business Intelligence
1 16 (29.09%) Text Mining
2 13 (23.64%) Data Mining
3 7 (12.73%) Neo4j
3 7 (12.73%) NoSQL
3 7 (12.73%) SQL Server
4 3 (5.45%) Big Data
4 3 (5.45%) Hadoop
4 3 (5.45%) KNIME
4 3 (5.45%) PostgreSQL
Development Applications
1 7 (12.73%) PhantomJS
1 7 (12.73%) Selenium
2 3 (5.45%) Bugzilla
2 3 (5.45%) Buildbot
2 3 (5.45%) Eclipse
2 3 (5.45%) FindBugs
2 3 (5.45%) JUnit
2 3 (5.45%) Log4j
2 3 (5.45%) Mercurial
2 3 (5.45%) Mockito
2 3 (5.45%) SCons
3 1 (1.82%) Fiddler
General
1 2 (3.64%) Games
2 1 (1.82%) Electronics
2 1 (1.82%) Marketing
Job Titles
1 24 (43.64%) Developer
2 18 (32.73%) Java Developer
3 13 (23.64%) Graduate
4 10 (18.18%) Machine Learning Engineer
5 7 (12.73%) JavaScript Developer
6 6 (10.91%) Computer Engineer
6 6 (10.91%) Computer Vision Engineer
7 5 (9.09%) C# Developer
8 4 (7.27%) Software Developer
9 3 (5.45%) Java Software Developer
10 2 (3.64%) Architect
10 2 (3.64%) C# Architect
10 2 (3.64%) Chief Technology Officer
10 2 (3.64%) HTML CSS Developer
10 2 (3.64%) HTML Developer
10 2 (3.64%) Software Engineer
10 2 (3.64%) SQL Developer
10 2 (3.64%) Technical Architect
10 2 (3.64%) Web Architect
11 1 (1.82%) Algorithm Engineer
Libraries, Frameworks & Software Standards
1 10 (18.18%) Hibernate
1 10 (18.18%) J2EE
1 10 (18.18%) Spring
2 9 (16.36%) CSS
2 9 (16.36%) HTML
2 9 (16.36%) XML
3 7 (12.73%) .NET
3 7 (12.73%) ASP.NET
3 7 (12.73%) ASP.NET MVC
3 7 (12.73%) ASP.NET Web API
3 7 (12.73%) D3.js
3 7 (12.73%) HTML5
3 7 (12.73%) KnockoutJS
3 7 (12.73%) Node.js
3 7 (12.73%) ServiceStack
3 7 (12.73%) SignalR
3 7 (12.73%) WCF
3 7 (12.73%) WPF
4 3 (5.45%) Guava
4 3 (5.45%) Protocol Buffers
Miscellaneous
1 18 (32.73%) Algorithms
2 16 (29.09%) Computer Science
3 15 (27.27%) Analytical Skills
4 12 (21.82%) Augmented Reality
4 12 (21.82%) Data Structures
5 9 (16.36%) Greenfield Project
6 7 (12.73%) Clustering
6 7 (12.73%) Life Science
6 7 (12.73%) Social Media
6 7 (12.73%) Social Network
7 6 (10.91%) Grid Computing
8 1 (1.82%) 3D Graphics
Operating Systems
1 6 (10.91%) Linux
2 3 (5.45%) Windows
3 1 (1.82%) Unix
Processes & Methodologies
1 22 (40.00%) Software Engineering
2 16 (29.09%) Agile Software Development
3 14 (25.45%) Machine Learning
3 14 (25.45%) Speech Recognition
4 13 (23.64%) Mathematics
4 13 (23.64%) Signal Processing
4 13 (23.64%) Statistics
5 12 (21.82%) Computational Linguistics
5 12 (21.82%) Physics
6 11 (20.00%) Neural Network
7 10 (18.18%) Computer Vision
7 10 (18.18%) Data Visualisation
7 10 (18.18%) Visualisation
8 8 (14.55%) Test Automation
9 7 (12.73%) Analytics
9 7 (12.73%) MVC
9 7 (12.73%) SDLC
9 7 (12.73%) Unit Testing
10 6 (10.91%) Document Management
10 6 (10.91%) Full Text Search
Programming Languages
1 22 (40.00%) Python
2 21 (38.18%) Java
3 19 (34.55%) C++
4 16 (29.09%) JavaScript
5 7 (12.73%) C#
6 5 (9.09%) Perl
7 3 (5.45%) C
7 3 (5.45%) Lua
7 3 (5.45%) SQL
8 1 (1.82%) Fortran
8 1 (1.82%) Ruby
8 1 (1.82%) Scala
Qualifications
1 28 (50.91%) PhD
2 15 (27.27%) Degree
3 10 (18.18%) Sun Certification
4 6 (10.91%) Postgraduate
5 2 (3.64%) Computer Science Degree
6 1 (1.82%) Master's Degree
Systems Management
1 3 (5.45%) Ansible
Vendors
1 3 (5.45%) Oracle
2 1 (1.82%) Lattice Semiconductor
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