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 23 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Natural Language Processing
Cambridgeshire / Cambridge
Rank 95 96 114
Rank change year-on-year +1 +18  
Permanent jobs citing Natural Language Processing 10 19 1
As % of all permanent IT jobs advertised in Cambridge 0.83% 1.29% 0.070%
As % of the Libraries, Frameworks & Software Standards category 1.95% 2.69% 0.16%
Number of salaries quoted 10 19 1
Median salary £50,000 £42,500 £35,000
Median salary % change year-on-year +17.64% +21.42%  
UK excluding London median salary £58,000 £42,500 £52,500
% change year-on-year +36.47% -19.04%  

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 513 707 623
As % of all permanent IT job vacancies advertised in Cambridge 42.71% 48.06% 43.32%
Number of salaries quoted 403 592 524
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25%  
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £57,500 £55,000 £58,000
UK excluding London median salary £40,000 £42,500 £40,000
% change year-on-year -5.88% +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 23 March 2017.

Salary histogram for Natural Language Processing in Cambridge

Natural Language Processing
Top 30 Related IT Skills in Cambridge

For the 6 months to 23 March 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 14 (58.33%) Python
2 13 (54.17%) C++
2 13 (54.17%) Linux
2 13 (54.17%) Degree
3 12 (50.00%) Java
4 11 (45.83%) JavaScript
4 11 (45.83%) Visualisation
4 11 (45.83%) Software Engineering
5 9 (37.50%) Agile Software Development
5 9 (37.50%) Algorithms
6 8 (33.33%) Data Structures
6 8 (33.33%) Windows
7 7 (29.17%) Perl
7 7 (29.17%) XML
7 7 (29.17%) Document Management
7 7 (29.17%) Artificial Intelligence
7 7 (29.17%) Lua
7 7 (29.17%) Cross-Platform Development
7 7 (29.17%) SDLC
7 7 (29.17%) Data Visualisation
7 7 (29.17%) Big Data
8 6 (25.00%) Computer Science
8 6 (25.00%) C
8 6 (25.00%) Data Mining
9 5 (20.83%) OOD
9 5 (20.83%) C#
9 5 (20.83%) .NET
9 5 (20.83%) OO
9 5 (20.83%) ASP.NET
9 5 (20.83%) STL

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 4 (16.67%) Elasticsearch
1 4 (16.67%) NServiceBus
Cloud Services
1 5 (20.83%) Amazon AWS
Communications & Networking
1 4 (16.67%) Internet
Database & Business Intelligence
1 7 (29.17%) Big Data
2 6 (25.00%) Data Mining
3 5 (20.83%) Text Mining
4 4 (16.67%) Neo4j
4 4 (16.67%) NoSQL
4 4 (16.67%) SQL Server
Development Applications
1 4 (16.67%) PhantomJS
1 4 (16.67%) Selenium
Job Titles
1 15 (62.50%) Developer
2 10 (41.67%) Java Developer
3 7 (29.17%) Software Developer
4 6 (25.00%) Java Software Developer
5 5 (20.83%) C++ Software Engineer
5 5 (20.83%) JavaScript Developer
5 5 (20.83%) Python Software Engineer
5 5 (20.83%) Software Engineer
6 4 (16.67%) C# Developer
7 3 (12.50%) Chief Technology Officer
8 2 (8.33%) Python Developer
9 1 (4.17%) Applications Specialist
9 1 (4.17%) Applications Support
9 1 (4.17%) Applications Support Specialist
9 1 (4.17%) C++ Developer
9 1 (4.17%) C++ Software Developer
9 1 (4.17%) C++/Java Developer
9 1 (4.17%) Mathematical Developer
9 1 (4.17%) Support Specialist
Libraries, Frameworks & Software Standards
1 7 (29.17%) XML
2 5 (20.83%) .NET
2 5 (20.83%) ASP.NET
2 5 (20.83%) Boost C++ Libraries
2 5 (20.83%) STL
3 4 (16.67%) ASP.NET MVC
3 4 (16.67%) ASP.NET Web API
3 4 (16.67%) CSS
3 4 (16.67%) D3.js
3 4 (16.67%) HTML
3 4 (16.67%) HTML5
3 4 (16.67%) KnockoutJS
3 4 (16.67%) Node.js
3 4 (16.67%) ServiceStack
3 4 (16.67%) SignalR
3 4 (16.67%) WCF
3 4 (16.67%) WPF
4 3 (12.50%) Hibernate
4 3 (12.50%) J2EE
4 3 (12.50%) Spring
Miscellaneous
1 9 (37.50%) Algorithms
2 8 (33.33%) Data Structures
3 6 (25.00%) Computer Science
4 4 (16.67%) Clustering
4 4 (16.67%) Grid Computing
4 4 (16.67%) Social Media
4 4 (16.67%) Social Network
5 1 (4.17%) Life Science
Operating Systems
1 13 (54.17%) Linux
2 8 (33.33%) Windows
3 1 (4.17%) Unix
3 1 (4.17%) Windows Server
Processes & Methodologies
1 11 (45.83%) Software Engineering
1 11 (45.83%) Visualisation
2 9 (37.50%) Agile Software Development
3 7 (29.17%) Artificial Intelligence
3 7 (29.17%) Cross-Platform Development
3 7 (29.17%) Data Visualisation
3 7 (29.17%) Document Management
3 7 (29.17%) SDLC
4 5 (20.83%) Analytics
4 5 (20.83%) OO
4 5 (20.83%) OOD
4 5 (20.83%) Speech Recognition
5 4 (16.67%) Automated Testing
5 4 (16.67%) Full Text Search
5 4 (16.67%) Machine Learning
5 4 (16.67%) MVC
5 4 (16.67%) Unit Testing
6 3 (12.50%) Deep Learning
6 3 (12.50%) Knowledge Discovery
7 1 (4.17%) Health Informatics
Programming Languages
1 14 (58.33%) Python
2 13 (54.17%) C++
3 12 (50.00%) Java
4 11 (45.83%) JavaScript
5 7 (29.17%) Lua
5 7 (29.17%) Perl
6 6 (25.00%) C
7 5 (20.83%) C#
8 1 (4.17%) Bash Shell
8 1 (4.17%) PowerShell
Qualifications
1 13 (54.17%) Degree
2 3 (12.50%) PhD
2 3 (12.50%) Sun Certification
3 2 (8.33%) Postgraduate
Cambridge, Cambridgeshire
The One Group
Salary: Market related
Posted: 4 hours ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
IT Connections
Salary: 30,000 - 40,000
Posted: 6 days ago