Period
to 18 November 2017

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 6 months to 18 November 2017 with a comparison to the same period in the previous 2 years.

Natural Language Processing (NLP)
East of England > Cambridgeshire
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 172 158 164
Rank change year-on-year -14 +6 +19
Permanent jobs citing Natural Language Processing 32 24 28
As % of all permanent IT jobs advertised in Cambridgeshire 0.78% 0.69% 0.67%
As % of the Libraries, Frameworks & Software Standards category 1.88% 1.61% 1.79%
Number of salaries quoted 22 16 27
Cambridgeshire median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - +12.50%
10th Percentile £37,500 £32,500 £37,750
90th Percentile £77,500 £55,000 £68,000
East of England median annual salary £50,000 £45,000 £45,000
% change year-on-year +11.11% - -

Natural Language Processing is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cambridgeshire with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Cambridgeshire
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 1704 1493 1567
As % of all permanent IT jobs advertised in Cambridgeshire 41.31% 42.68% 37.65%
Number of salaries quoted 1394 1279 1442
Cambridgeshire median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% +6.25%
10th Percentile £30,000 £26,250 £28,800
90th Percentile £70,000 £61,250 £59,875
East of England median annual salary £46,951 £45,000 £42,500
% change year-on-year +4.34% +5.88% -

Natural Language Processing
Job Vacancy Trend in Cambridgeshire

Job postings citing Natural Language Processing as a percentage of all IT jobs advertised in Cambridgeshire.

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 6 months to 18 November 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 6 months to 18 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge -24 31 £50,000 +11.11% 2
Natural Language Processing
East of England

For the 6 months to 18 November 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 18 (56.25%) C++
1 18 (56.25%) Python
2 17 (53.13%) Degree
3 14 (43.75%) PhD
3 14 (43.75%) Software Engineering
4 13 (40.63%) Java
4 13 (40.63%) Machine Learning
5 10 (31.25%) Computer Science
6 9 (28.13%) Deep Learning
7 8 (25.00%) JavaScript
8 7 (21.88%) Speech Recognition
8 7 (21.88%) Analytical Skills
8 7 (21.88%) Signal Processing
8 7 (21.88%) Mathematics
8 7 (21.88%) Statistics
9 6 (18.75%) Hadoop
9 6 (18.75%) Postgraduate
9 6 (18.75%) Agile Software Development
9 6 (18.75%) Linux
10 5 (15.63%) HTML
10 5 (15.63%) C#
10 5 (15.63%) CSS
10 5 (15.63%) XML
10 5 (15.63%) Grid Computing
10 5 (15.63%) Document Management
10 5 (15.63%) Visualisation
10 5 (15.63%) Physics
10 5 (15.63%) Data Visualisation
10 5 (15.63%) Augmented Reality
10 5 (15.63%) Analytics

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 3 (9.38%) Elasticsearch
1 3 (9.38%) Jetty
1 3 (9.38%) MediaWiki
1 3 (9.38%) NServiceBus
1 3 (9.38%) OpenStack
2 2 (6.25%) Apache Spark
Applications
1 3 (9.38%) Pipeline Pilot
Cloud Services
1 2 (6.25%) Amazon AWS
1 2 (6.25%) Azure Machine Learning
1 2 (6.25%) Microsoft Azure
2 1 (3.13%) Cortana Intelligence Suite
Communications & Networking
1 3 (9.38%) Internet
2 1 (3.13%) HTTP
2 1 (3.13%) Skype
Database & Business Intelligence
1 6 (18.75%) Hadoop
2 3 (9.38%) Big Data
2 3 (9.38%) Data Mining
2 3 (9.38%) KNIME
2 3 (9.38%) Neo4j
2 3 (9.38%) NoSQL
2 3 (9.38%) PostgreSQL
2 3 (9.38%) SQL Server
2 3 (9.38%) Text Mining
Development Applications
1 3 (9.38%) Bugzilla
1 3 (9.38%) Buildbot
1 3 (9.38%) Eclipse
1 3 (9.38%) FindBugs
1 3 (9.38%) JUnit
1 3 (9.38%) Log4j
1 3 (9.38%) Mercurial
1 3 (9.38%) Mockito
1 3 (9.38%) PhantomJS
1 3 (9.38%) SCons
1 3 (9.38%) Selenium
2 1 (3.13%) Fiddler
2 1 (3.13%) Git (software)
General
1 3 (9.38%) Finance
2 2 (6.25%) Advertising
2 2 (6.25%) Games
2 2 (6.25%) Marketing
3 1 (3.13%) Electronics
3 1 (3.13%) Retail
3 1 (3.13%) Telecoms
Job Titles
1 9 (28.13%) Developer
2 5 (15.63%) Graduate
2 5 (15.63%) Java Developer
3 3 (9.38%) Architect
3 3 (9.38%) C# Architect
3 3 (9.38%) Data Scientist
3 3 (9.38%) Machine Learning Developer
3 3 (9.38%) Machine Learning Engineer
3 3 (9.38%) Machine Learning Scientist
3 3 (9.38%) Software Developer
3 3 (9.38%) Software Engineer
3 3 (9.38%) Technical Architect
3 3 (9.38%) Web Architect
4 2 (6.25%) HTML CSS Developer
4 2 (6.25%) HTML Developer
4 2 (6.25%) Java Software Developer
4 2 (6.25%) JavaScript Developer
4 2 (6.25%) Principal Engineer
4 2 (6.25%) SQL Developer
5 1 (3.13%) Principal Systems Engineer
Libraries, Frameworks & Software Standards
1 5 (15.63%) CSS
1 5 (15.63%) HTML
1 5 (15.63%) XML
2 4 (12.50%) .NET
3 3 (9.38%) ASP.NET
3 3 (9.38%) ASP.NET MVC
3 3 (9.38%) ASP.NET Web API
3 3 (9.38%) D3.js
3 3 (9.38%) Guava
3 3 (9.38%) HTML5
3 3 (9.38%) J2SE
3 3 (9.38%) JAAS
3 3 (9.38%) KnockoutJS
3 3 (9.38%) Node.js
3 3 (9.38%) Protocol Buffers
3 3 (9.38%) ServiceStack
3 3 (9.38%) SignalR
3 3 (9.38%) WCF
3 3 (9.38%) WPF
3 3 (9.38%) ZeroMQ
Miscellaneous
1 10 (31.25%) Computer Science
2 7 (21.88%) Analytical Skills
3 5 (15.63%) Augmented Reality
3 5 (15.63%) Grid Computing
4 4 (12.50%) Life Science
5 3 (9.38%) Algorithms
5 3 (9.38%) Clustering
5 3 (9.38%) Social Media
5 3 (9.38%) Social Network
6 1 (3.13%) Data Structures
6 1 (3.13%) HoloLens
6 1 (3.13%) Kinect
6 1 (3.13%) Online Games
6 1 (3.13%) User Experience
Operating Systems
1 6 (18.75%) Linux
2 2 (6.25%) Windows
3 1 (3.13%) CentOS
3 1 (3.13%) Red Hat Enterprise Linux
3 1 (3.13%) Unix
Processes & Methodologies
1 14 (43.75%) Software Engineering
2 13 (40.63%) Machine Learning
3 9 (28.13%) Deep Learning
4 7 (21.88%) Mathematics
4 7 (21.88%) Signal Processing
4 7 (21.88%) Speech Recognition
4 7 (21.88%) Statistics
5 6 (18.75%) Agile Software Development
6 5 (15.63%) Analytics
6 5 (15.63%) Computational Linguistics
6 5 (15.63%) Data Visualisation
6 5 (15.63%) Document Management
6 5 (15.63%) Full Text Search
6 5 (15.63%) Physics
6 5 (15.63%) SDLC
6 5 (15.63%) Visualisation
7 4 (12.50%) Creative Thinking
7 4 (12.50%) Test Automation
8 3 (9.38%) MVC
8 3 (9.38%) Unit Testing
Programming Languages
1 18 (56.25%) C++
1 18 (56.25%) Python
2 13 (40.63%) Java
3 8 (25.00%) JavaScript
4 5 (15.63%) C#
5 4 (12.50%) SQL
6 3 (9.38%) Perl
7 2 (6.25%) C
7 2 (6.25%) Lua
7 2 (6.25%) PHP
Qualifications
1 17 (53.13%) Degree
2 14 (43.75%) PhD
3 6 (18.75%) Postgraduate
4 3 (9.38%) Computer Science Degree
Systems Management
1 3 (9.38%) Ansible
Vendors
1 3 (9.38%) Oracle
2 2 (6.25%) Microsoft
3 1 (3.13%) IBM
3 1 (3.13%) Red Hat