The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire 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 29 March 2017 with a comparison to the same period in the previous 2 years.

Natural Language Processing
East of England / Cambridgeshire
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 112 118 -
Rank change year-on-year +6 -  
Permanent jobs citing Natural Language Processing 11 18 0
As % of all permanent IT jobs advertised in Cambridgeshire 0.63% 0.82% -
As % of the Libraries, Frameworks & Software Standards category 1.58% 1.91% -
Number of salaries quoted 10 18 0
Median salary £50,000 £42,500 -
Median salary % change year-on-year +17.64% -  
UK excluding London median salary £59,000 £42,500 £52,500
% change year-on-year +38.82% -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 Cambridgeshire with a requirement for industry standards, technical specifications and software library and framework skills.

Software Library & Framework Skills
Cambridgeshire
Permanent job vacancies with a requirement for industry standards, technical specifications and software library and framework skills 698 944 862
As % of all permanent IT job vacancies advertised in Cambridgeshire 40.21% 43.26% 41.28%
Number of salaries quoted 563 793 728
Median salary £40,500 £42,500 £40,500
Median salary % change year-on-year -4.70% +4.93%  
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £57,500 £60,000 £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 Cambridgeshire

The job posting trend of jobs advertised in Cambridgeshire 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 Cambridgeshire

Natural Language Processing
Salary Trend in Cambridgeshire

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

Salary trend for Natural Language Processing in Cambridgeshire

Natural Language Processing
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Natural Language Processing in Cambridgeshire over the 3 months to 29 March 2017.

Salary histogram for Natural Language Processing in Cambridgeshire

Natural Language Processing
Job Locations in Cambridgeshire

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 Cambridgeshire region over the 3 months to 29 March 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
Cambridge -2 11 £50,000 +17.64% 5
Natural Language Processing
East of England

For the 6 months to 29 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 Cambridgeshire region with a requirement for Natural Language Processing.

1 15 (57.69%) Python
2 14 (53.85%) C++
3 13 (50.00%) Java
3 13 (50.00%) Linux
3 13 (50.00%) Degree
4 12 (46.15%) Software Engineering
5 11 (42.31%) Visualisation
5 11 (42.31%) JavaScript
6 10 (38.46%) Agile Software Development
6 10 (38.46%) Algorithms
7 9 (34.62%) Data Structures
8 8 (30.77%) Windows
9 7 (26.92%) XML
9 7 (26.92%) Perl
9 7 (26.92%) Data Mining
9 7 (26.92%) Document Management
9 7 (26.92%) Artificial Intelligence
9 7 (26.92%) Computer Science
9 7 (26.92%) Lua
9 7 (26.92%) Data Visualisation
9 7 (26.92%) Cross-Platform Development
9 7 (26.92%) SDLC
9 7 (26.92%) Big Data
10 6 (23.08%) Speech Recognition
10 6 (23.08%) Text Mining
10 6 (23.08%) C
11 5 (19.23%) C#
11 5 (19.23%) .NET
11 5 (19.23%) ASP.NET
11 5 (19.23%) STL

Natural Language Processing
Co-occurring IT Skills in Cambridgeshire 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 (15.38%) Elasticsearch
1 4 (15.38%) NServiceBus
Cloud Services
1 5 (19.23%) Amazon AWS
Communications & Networking
1 4 (15.38%) Internet
Database & Business Intelligence
1 7 (26.92%) Big Data
1 7 (26.92%) Data Mining
2 6 (23.08%) Text Mining
3 4 (15.38%) Neo4j
3 4 (15.38%) NoSQL
3 4 (15.38%) SQL Server
Development Applications
1 4 (15.38%) PhantomJS
1 4 (15.38%) Selenium
Job Titles
1 16 (61.54%) Developer
2 11 (42.31%) Java Developer
3 7 (26.92%) Software Developer
4 6 (23.08%) Java Software Developer
5 5 (19.23%) C++ Software Engineer
5 5 (19.23%) JavaScript Developer
5 5 (19.23%) Python Software Engineer
5 5 (19.23%) Software Engineer
6 4 (15.38%) C# Developer
7 3 (11.54%) Chief Technology Officer
8 2 (7.69%) Python Developer
9 1 (3.85%) Applications Specialist
9 1 (3.85%) Applications Support
9 1 (3.85%) Applications Support Specialist
9 1 (3.85%) C++ Developer
9 1 (3.85%) C++ Software Developer
9 1 (3.85%) C++/Java Developer
9 1 (3.85%) Graduate
9 1 (3.85%) Mathematical Developer
9 1 (3.85%) Support Specialist
Libraries, Frameworks & Software Standards
1 7 (26.92%) XML
2 5 (19.23%) .NET
2 5 (19.23%) ASP.NET
2 5 (19.23%) Boost C++ Libraries
2 5 (19.23%) STL
3 4 (15.38%) ASP.NET MVC
3 4 (15.38%) ASP.NET Web API
3 4 (15.38%) CSS
3 4 (15.38%) D3.js
3 4 (15.38%) Hibernate
3 4 (15.38%) HTML
3 4 (15.38%) HTML5
3 4 (15.38%) J2EE
3 4 (15.38%) KnockoutJS
3 4 (15.38%) Node.js
3 4 (15.38%) ServiceStack
3 4 (15.38%) SignalR
3 4 (15.38%) Spring
3 4 (15.38%) WCF
3 4 (15.38%) WPF
Miscellaneous
1 10 (38.46%) Algorithms
2 9 (34.62%) Data Structures
3 7 (26.92%) Computer Science
4 4 (15.38%) Clustering
4 4 (15.38%) Grid Computing
4 4 (15.38%) Social Media
4 4 (15.38%) Social Network
5 1 (3.85%) Analytical Skills
5 1 (3.85%) Augmented Reality
5 1 (3.85%) Life Science
Operating Systems
1 13 (50.00%) Linux
2 8 (30.77%) Windows
3 1 (3.85%) Unix
3 1 (3.85%) Windows Server
Processes & Methodologies
1 12 (46.15%) Software Engineering
2 11 (42.31%) Visualisation
3 10 (38.46%) Agile Software Development
4 7 (26.92%) Artificial Intelligence
4 7 (26.92%) Cross-Platform Development
4 7 (26.92%) Data Visualisation
4 7 (26.92%) Document Management
4 7 (26.92%) SDLC
5 6 (23.08%) Speech Recognition
6 5 (19.23%) Analytics
6 5 (19.23%) OO
6 5 (19.23%) OOD
7 4 (15.38%) Automated Testing
7 4 (15.38%) Full Text Search
7 4 (15.38%) Machine Learning
7 4 (15.38%) MVC
7 4 (15.38%) Unit Testing
8 3 (11.54%) Deep Learning
8 3 (11.54%) Knowledge Discovery
9 2 (7.69%) Mathematics
Programming Languages
1 15 (57.69%) Python
2 14 (53.85%) C++
3 13 (50.00%) Java
4 11 (42.31%) JavaScript
5 7 (26.92%) Lua
5 7 (26.92%) Perl
6 6 (23.08%) C
7 5 (19.23%) C#
8 1 (3.85%) Bash Shell
8 1 (3.85%) PowerShell
Qualifications
1 13 (50.00%) Degree
2 5 (19.23%) PhD
3 4 (15.38%) Sun Certification
4 2 (7.69%) Postgraduate
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