The following table provides summary statistics for permanent job vacancies advertised in Cambridge 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 26 June 2017 with a comparison to the same period in the previous 2 years.

Natural Language Processing (NLP)
Cambridgeshire / Cambridge
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 83 86 110
Rank change year-on-year +3 +24  
Permanent jobs citing Natural Language Processing 35 20 4
As % of all permanent IT jobs advertised in Cambridge 2.54% 1.71% 0.28%
As % of the Libraries, Frameworks & Software Standards category 5.80% 3.42% 0.65%
Number of salaries quoted 23 18 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 £45,750 £44,250
UK excluding London median salary £55,000 £55,000 £42,500
% change year-on-year - +29.41%  

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 Cambridge with a requirement for industry standards, technical specifications and software library and framework skills.

Software Library & Framework Skills
Cambridge
Permanent job vacancies with a requirement for industry standards, technical specifications and software library and framework skills 603 585 618
As % of all permanent IT job vacancies advertised in Cambridge 43.82% 50.09% 42.53%
Number of salaries quoted 485 517 535
Median salary £45,000 £45,000 £42,000
Median salary % change year-on-year - +7.14%  
90% offered a salary of more than £32,500 £30,000 £31,250
10% offered a salary of more than £57,500 £52,500 £58,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year +6.25% -  

Natural Language Processing
Job Vacancy Trend in Cambridge

The job posting trend of jobs advertised in Cambridge 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 Cambridge

Natural Language Processing
Salary Trend in Cambridge

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

Salary trend for Natural Language Processing in Cambridge

Natural Language Processing
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Natural Language Processing in Cambridge over the 3 months to 26 June 2017.

Salary histogram for Natural Language Processing in Cambridge

For the 6 months to 26 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 Cambridge region with a requirement for Natural Language Processing.

1 23 (50.00%) PhD
2 22 (47.83%) Python
2 22 (47.83%) Software Engineering
3 21 (45.65%) Java
4 19 (41.30%) C++
5 16 (34.78%) Agile Software Development
5 16 (34.78%) Text Mining
5 16 (34.78%) JavaScript
5 16 (34.78%) Computer Science
6 15 (32.61%) Analytical Skills
7 14 (30.43%) Speech Recognition
8 13 (28.26%) Data Mining
8 13 (28.26%) Mathematics
8 13 (28.26%) Statistics
8 13 (28.26%) Signal Processing
8 13 (28.26%) Algorithms
9 12 (26.09%) Data Structures
9 12 (26.09%) Computational Linguistics
9 12 (26.09%) Physics
9 12 (26.09%) Augmented Reality
10 10 (21.74%) Visualisation
10 10 (21.74%) Degree
10 10 (21.74%) Data Visualisation
10 10 (21.74%) J2EE
10 10 (21.74%) Spring
10 10 (21.74%) Sun Certification
10 10 (21.74%) Hibernate
11 9 (19.57%) CSS
11 9 (19.57%) HTML
11 9 (19.57%) XML

Natural Language Processing
Co-occurring IT Skills in Cambridge 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 (15.22%) Elasticsearch
1 7 (15.22%) NServiceBus
2 3 (6.52%) Jetty
2 3 (6.52%) MediaWiki
2 3 (6.52%) OpenStack
3 1 (2.17%) DNN
Cloud Services
1 2 (4.35%) Amazon AWS
Communications & Networking
1 7 (15.22%) Internet
2 1 (2.17%) HTTP
Database & Business Intelligence
1 16 (34.78%) Text Mining
2 13 (28.26%) Data Mining
3 7 (15.22%) Neo4j
3 7 (15.22%) NoSQL
3 7 (15.22%) SQL Server
4 3 (6.52%) Big Data
4 3 (6.52%) Hadoop
4 3 (6.52%) KNIME
4 3 (6.52%) PostgreSQL
Development Applications
1 7 (15.22%) PhantomJS
1 7 (15.22%) Selenium
2 3 (6.52%) Bugzilla
2 3 (6.52%) Buildbot
2 3 (6.52%) Eclipse
2 3 (6.52%) FindBugs
2 3 (6.52%) JUnit
2 3 (6.52%) Log4j
2 3 (6.52%) Mercurial
2 3 (6.52%) Mockito
2 3 (6.52%) SCons
3 1 (2.17%) Fiddler
General
1 2 (4.35%) Games
2 1 (2.17%) Electronics
2 1 (2.17%) Marketing
Job Titles
1 24 (52.17%) Developer
2 18 (39.13%) Java Developer
3 13 (28.26%) Graduate
4 7 (15.22%) JavaScript Developer
5 5 (10.87%) C# Developer
6 4 (8.70%) Software Developer
7 3 (6.52%) Java Software Developer
8 2 (4.35%) Architect
8 2 (4.35%) C# Architect
8 2 (4.35%) Chief Technology Officer
8 2 (4.35%) HTML CSS Developer
8 2 (4.35%) HTML Developer
8 2 (4.35%) Software Engineer
8 2 (4.35%) SQL Developer
8 2 (4.35%) Technical Architect
8 2 (4.35%) Web Architect
9 1 (2.17%) Computer Vision Engineer
9 1 (2.17%) Graduate Software Engineer
9 1 (2.17%) Machine Learning Engineer
9 1 (2.17%) Python Software Engineer
Libraries, Frameworks & Software Standards
1 10 (21.74%) Hibernate
1 10 (21.74%) J2EE
1 10 (21.74%) Spring
2 9 (19.57%) CSS
2 9 (19.57%) HTML
2 9 (19.57%) XML
3 7 (15.22%) .NET
3 7 (15.22%) ASP.NET
3 7 (15.22%) ASP.NET MVC
3 7 (15.22%) ASP.NET Web API
3 7 (15.22%) D3.js
3 7 (15.22%) HTML5
3 7 (15.22%) KnockoutJS
3 7 (15.22%) Node.js
3 7 (15.22%) ServiceStack
3 7 (15.22%) SignalR
3 7 (15.22%) WCF
3 7 (15.22%) WPF
4 3 (6.52%) Guava
4 3 (6.52%) Protocol Buffers
Miscellaneous
1 16 (34.78%) Computer Science
2 15 (32.61%) Analytical Skills
3 13 (28.26%) Algorithms
4 12 (26.09%) Augmented Reality
4 12 (26.09%) Data Structures
5 7 (15.22%) Clustering
5 7 (15.22%) Life Science
5 7 (15.22%) Social Media
5 7 (15.22%) Social Network
6 6 (13.04%) Grid Computing
7 1 (2.17%) 3D Graphics
Operating Systems
1 6 (13.04%) Linux
2 3 (6.52%) Windows
3 1 (2.17%) Unix
Processes & Methodologies
1 22 (47.83%) Software Engineering
2 16 (34.78%) Agile Software Development
3 14 (30.43%) Speech Recognition
4 13 (28.26%) Mathematics
4 13 (28.26%) Signal Processing
4 13 (28.26%) Statistics
5 12 (26.09%) Computational Linguistics
5 12 (26.09%) Physics
6 10 (21.74%) Data Visualisation
6 10 (21.74%) Visualisation
7 8 (17.39%) Test Automation
8 7 (15.22%) Analytics
8 7 (15.22%) MVC
8 7 (15.22%) SDLC
8 7 (15.22%) Unit Testing
9 6 (13.04%) Document Management
9 6 (13.04%) Full Text Search
10 5 (10.87%) Machine Learning
11 4 (8.70%) Deep Learning
12 3 (6.52%) Artificial Intelligence
Programming Languages
1 22 (47.83%) Python
2 21 (45.65%) Java
3 19 (41.30%) C++
4 16 (34.78%) JavaScript
5 7 (15.22%) C#
6 5 (10.87%) Perl
7 3 (6.52%) C
7 3 (6.52%) Lua
7 3 (6.52%) SQL
8 1 (2.17%) Fortran
8 1 (2.17%) Ruby
8 1 (2.17%) Scala
Qualifications
1 23 (50.00%) PhD
2 10 (21.74%) Degree
2 10 (21.74%) Sun Certification
3 6 (13.04%) Postgraduate
4 2 (4.35%) Computer Science Degree
5 1 (2.17%) Master's Degree
Systems Management
1 3 (6.52%) Ansible
Vendors
1 3 (6.52%) Oracle
2 1 (2.17%) Lattice Semiconductor
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
Martin & Conley
Salary: COMPETITIVE SALARY + EXCELLENT BENEFITS
Posted: 4 days ago
Cambridge, Cambridgeshire
Evolution Recruitment Solutions
Salary: 75k+ Bonus, 25 days and more
Posted: 4 days ago