The table below looks at the statistics for Natural Language Processing skills in IT jobs advertised for the Cambridge region. Included is a guide to the salaries offered in IT jobs that have cited Natural Language Processing over the 3 months to 27 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Sep 2016
Same period 2015 Same period 2014
Natural Language Processing
Rank 88 105 107
Rank change year-on-year
+17 +2
Permanent jobs citing Natural Language Processing 11 9 14
As % of all permanent IT jobs located in Cambridge 0.93% 0.62% 0.80%
As % of the Libraries, Frameworks & Software Standards category 2.01% 1.46% 1.87%
Number of salaries quoted 8 8 4
Median salary £47,500 £60,000 £42,500
Median salary % change year-on-year
-20.83% +41.17%
90% offered a salary of more than £45,000 £42,000 £40,000
10% offered a salary of more than £50,000 £80,000 £45,000
UK excluding London median salary £45,000 £47,500 £45,000
% change year-on-year
-5.26% +5.55%
Natural Language Processing
Cambridgeshire

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 Cambridge region.

Libraries, Frameworks & Software Standards Category
Cambridge
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
546 615 750
As % of all permanent IT jobs located in Cambridge 46.27% 42.07% 42.61%
Number of salaries quoted 443 573 607
Median salary £45,000 £41,250 £40,000
Median salary % change year-on-year
+9.09% +3.12%
90% offered a salary of more than £30,000 £30,500 £27,500
10% offered a salary of more than £58,000 £50,000 £55,000
UK excluding London median salary £41,500 £40,000 £40,000
% change year-on-year
+3.75% -

Natural Language Processing
Jobs Demand Trend in Cambridge

The demand trend of job ads across the Cambridge 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 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 across the Cambridge region.

Natural Language Processing Salary Trend in Cambridge

Natural Language Processing
Top 30 Related IT Skills in Cambridge

For the 6 months to 27 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 Cambridge region with a requirement for Natural Language Processing.

1 14 (51.85%) Java
1 14 (51.85%) JavaScript
2 10 (37.04%) CSS
2 10 (37.04%) Python
2 10 (37.04%) HTML
3 9 (33.33%) Degree
3 9 (33.33%) Perl
3 9 (33.33%) Life Science
3 9 (33.33%) HTML5
3 9 (33.33%) Analytics
4 7 (25.93%) NoSQL
4 7 (25.93%) Visualisation
4 7 (25.93%) Unit Testing
5 6 (22.22%) ASP.NET MVC
5 6 (22.22%) Social Media
5 6 (22.22%) Social Network
5 6 (22.22%) Selenium
5 6 (22.22%) WCF
5 6 (22.22%) WPF
5 6 (22.22%) Node.js
5 6 (22.22%) NServiceBus
5 6 (22.22%) SignalR
5 6 (22.22%) Big Data
5 6 (22.22%) Neo4j
5 6 (22.22%) KnockoutJS
5 6 (22.22%) D3.js
5 6 (22.22%) ServiceStack
5 6 (22.22%) Elasticsearch
5 6 (22.22%) PhantomJS
5 6 (22.22%) ASP.NET Web API

Natural Language Processing
Top Related 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 6 (22.22%) Elasticsearch
1 6 (22.22%) NServiceBus
Cloud Services
1 1 (3.70%) Amazon AWS
1 1 (3.70%) SaaS
Communications & Networking
1 6 (22.22%) Internet
2 4 (14.81%) Firewall
2 4 (14.81%) HTTP
3 3 (11.11%) Intrusion Detection
Database & Business Intelligence
1 7 (25.93%) NoSQL
2 6 (22.22%) Big Data
2 6 (22.22%) Neo4j
2 6 (22.22%) SQL Server
3 4 (14.81%) Data Mining
3 4 (14.81%) Text Mining
4 3 (11.11%) Electronic Patient Records
Development Applications
1 6 (22.22%) PhantomJS
1 6 (22.22%) Selenium
2 4 (14.81%) Fiddler
General
1 2 (7.41%) Marketing
2 1 (3.70%) Legal
2 1 (3.70%) Pharmaceutical
Job Titles
1 10 (37.04%) Developer
2 8 (29.63%) JavaScript Developer
3 6 (22.22%) C# Developer
4 4 (14.81%) Machine Learning Engineer
4 4 (14.81%) Software Test Engineer
4 4 (14.81%) Test Engineer
5 3 (11.11%) Compliance Specialist
5 3 (11.11%) Full Stack Developer
5 3 (11.11%) Information Security Specialist
5 3 (11.11%) Information Specialist
5 3 (11.11%) Security Compliance Specialist
5 3 (11.11%) Security Specialist
6 2 (7.41%) Python Developer
6 2 (7.41%) Senior Software Test Engineer
6 2 (7.41%) Senior Test Engineer
7 1 (3.70%) Data Scientist
7 1 (3.70%) DevOps Administrator
7 1 (3.70%) DevOps Engineer
7 1 (3.70%) DevOps Systems Engineer
7 1 (3.70%) Infrastructure Support Manager
Libraries, Frameworks & Software Standards
1 10 (37.04%) CSS
1 10 (37.04%) HTML
2 9 (33.33%) HTML5
3 6 (22.22%) .NET
3 6 (22.22%) ASP.NET
3 6 (22.22%) ASP.NET MVC
3 6 (22.22%) ASP.NET Web API
3 6 (22.22%) D3.js
3 6 (22.22%) KnockoutJS
3 6 (22.22%) Node.js
3 6 (22.22%) ServiceStack
3 6 (22.22%) SignalR
3 6 (22.22%) WCF
3 6 (22.22%) WPF
4 5 (18.52%) Web Services
5 4 (14.81%) REST
6 3 (11.11%) CSS3
6 3 (11.11%) Django
6 3 (11.11%) jQuery
6 3 (11.11%) RESTful
Miscellaneous
1 9 (33.33%) Life Science
2 7 (25.93%) Visualisation
3 6 (22.22%) Clustering
3 6 (22.22%) Social Media
3 6 (22.22%) Social Network
4 4 (14.81%) Informatics
4 4 (14.81%) Mathematics
4 4 (14.81%) Ontologies
5 2 (7.41%) Analytical Skills
5 2 (7.41%) Computer Science
5 2 (7.41%) Foreign Exchange (FX)
5 2 (7.41%) Physics
6 1 (3.70%) Grid Computing
6 1 (3.70%) Management Information System
6 1 (3.70%) W3C
6 1 (3.70%) Web 2.0
Operating Systems
1 6 (22.22%) Linux
1 6 (22.22%) Windows
2 2 (7.41%) Windows Server
3 1 (3.70%) Red Hat Enterprise Linux
3 1 (3.70%) Unix
Processes & Methodologies
1 9 (33.33%) Analytics
2 7 (25.93%) Unit Testing
3 6 (22.22%) Automated Testing
3 6 (22.22%) MVC
4 5 (18.52%) OO
5 4 (14.81%) Computational Linguistics
5 4 (14.81%) Machine Learning
5 4 (14.81%) OOP
5 4 (14.81%) Prototyping
5 4 (14.81%) Test Automation
6 3 (11.11%) Data Protection
6 3 (11.11%) Information Security
6 3 (11.11%) Penetration Testing
6 3 (11.11%) Project Management
6 3 (11.11%) Risk Analysis
7 2 (7.41%) Agile Software Development
7 2 (7.41%) Front End Development
7 2 (7.41%) Performance Testing
7 2 (7.41%) Risk Assessment
7 2 (7.41%) Test Scripting
Programming Languages
1 14 (51.85%) Java
1 14 (51.85%) JavaScript
2 10 (37.04%) Python
3 9 (33.33%) Perl
4 6 (22.22%) C#
5 5 (18.52%) C++
6 1 (3.70%) Lua
6 1 (3.70%) SQL
Qualifications
1 9 (33.33%) Degree
2 4 (14.81%) PhD
3 2 (7.41%) Postgraduate
Quality Assurance & Compliance
1 4 (14.81%) SNOMED CT
2 3 (11.11%) HIPAA
2 3 (11.11%) ISO/IEC 27001
3 1 (3.70%) WAI
System Software
1 1 (3.70%) VMware Infrastructure
1 1 (3.70%) Xen
Systems Management
1 1 (3.70%) Ansible
1 1 (3.70%) Puppet
Vendors
1 4 (14.81%) Apple
2 1 (3.70%) Red Hat
2 1 (3.70%) VMware