Period
to 21 November 2017

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 6 months to 21 November 2017 with a comparison to the same period in the previous 2 years.

Natural Language Processing (NLP)
Cambridgeshire > Cambridge
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 148 125 130
Rank change year-on-year -23 +5 +29
Permanent jobs citing Natural Language Processing 35 22 29
As % of all permanent IT jobs advertised in Cambridge 1.12% 0.97% 1.02%
As % of the Libraries, Frameworks & Software Standards category 2.69% 2.14% 2.45%
Number of salaries quoted 24 14 28
Cambridge 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 £66,000
Cambridgeshire median annual salary £50,000 £45,000 £45,000
% change year-on-year +11.11% - +12.50%

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 Cambridge with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Cambridge
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 1299 1028 1183
As % of all permanent IT jobs advertised in Cambridge 41.46% 45.31% 41.57%
Number of salaries quoted 1035 869 1072
Cambridge 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 £62,500 £57,500
Cambridgeshire median annual salary £47,500 £45,000 £42,500
% change year-on-year +5.56% +5.88% +6.25%

Natural Language Processing
Job Vacancy Trend in Cambridge

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

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 6 months to 21 November 2017.

Salary histogram for Natural Language Processing in Cambridge

For the 6 months to 21 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 Cambridge region with a requirement for Natural Language Processing.

1 21 (60.00%) C++
1 21 (60.00%) Degree
2 20 (57.14%) Python
3 18 (51.43%) PhD
4 17 (48.57%) Machine Learning
5 16 (45.71%) Java
6 13 (37.14%) Software Engineering
7 12 (34.29%) Deep Learning
8 9 (25.71%) Computer Science
9 8 (22.86%) Mathematics
9 8 (22.86%) Statistics
10 7 (20.00%) Hadoop
10 7 (20.00%) Analytical Skills
10 7 (20.00%) Signal Processing
10 7 (20.00%) Speech Recognition
10 7 (20.00%) JavaScript
11 6 (17.14%) Analytics
12 5 (14.29%) Augmented Reality
12 5 (14.29%) Physics
12 5 (14.29%) HTML
12 5 (14.29%) C#
12 5 (14.29%) CSS
12 5 (14.29%) Linux
12 5 (14.29%) Data Mining
12 5 (14.29%) Postgraduate
12 5 (14.29%) Agile Software Development
12 5 (14.29%) Computational Linguistics
13 4 (11.43%) Full Text Search
13 4 (11.43%) Creative Thinking
13 4 (11.43%) SDLC

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 3 (8.57%) Apache Spark
1 3 (8.57%) Elasticsearch
1 3 (8.57%) Jetty
1 3 (8.57%) MediaWiki
1 3 (8.57%) NServiceBus
1 3 (8.57%) OpenStack
Applications
1 3 (8.57%) Pipeline Pilot
Cloud Services
1 3 (8.57%) Amazon AWS
1 3 (8.57%) Azure Machine Learning
1 3 (8.57%) Microsoft Azure
2 1 (2.86%) Cortana Intelligence Suite
Communications & Networking
1 3 (8.57%) Internet
2 1 (2.86%) HTTP
2 1 (2.86%) Skype
Database & Business Intelligence
1 7 (20.00%) Hadoop
2 5 (14.29%) Data Mining
3 3 (8.57%) KNIME
3 3 (8.57%) Neo4j
3 3 (8.57%) NoSQL
3 3 (8.57%) PostgreSQL
3 3 (8.57%) SQL Server
4 2 (5.71%) Big Data
4 2 (5.71%) Text Mining
Development Applications
1 3 (8.57%) Bugzilla
1 3 (8.57%) Buildbot
1 3 (8.57%) Eclipse
1 3 (8.57%) FindBugs
1 3 (8.57%) JUnit
1 3 (8.57%) Log4j
1 3 (8.57%) Mercurial
1 3 (8.57%) Mockito
1 3 (8.57%) PhantomJS
1 3 (8.57%) SCons
1 3 (8.57%) Selenium
2 1 (2.86%) Fiddler
2 1 (2.86%) Git (software)
General
1 4 (11.43%) Finance
2 2 (5.71%) Advertising
2 2 (5.71%) Games
2 2 (5.71%) Marketing
3 1 (2.86%) Electronics
3 1 (2.86%) Retail
3 1 (2.86%) Telecoms
Job Titles
1 10 (28.57%) Developer
2 5 (14.29%) Graduate
2 5 (14.29%) Machine Learning Developer
3 4 (11.43%) Java Developer
3 4 (11.43%) Machine Learning Engineer
3 4 (11.43%) Machine Learning Scientist
4 3 (8.57%) Architect
4 3 (8.57%) C# Architect
4 3 (8.57%) Data Scientist
4 3 (8.57%) Software Engineer
4 3 (8.57%) Technical Architect
4 3 (8.57%) Web Architect
5 2 (5.71%) HTML CSS Developer
5 2 (5.71%) HTML Developer
5 2 (5.71%) JavaScript Developer
5 2 (5.71%) Principal Engineer
5 2 (5.71%) Software Developer
5 2 (5.71%) SQL Developer
6 1 (2.86%) Linux Systems Engineer
6 1 (2.86%) Senior Test Engineer
Libraries, Frameworks & Software Standards
1 5 (14.29%) CSS
1 5 (14.29%) HTML
2 4 (11.43%) .NET
2 4 (11.43%) TensorFlow
2 4 (11.43%) XML
3 3 (8.57%) ASP.NET
3 3 (8.57%) ASP.NET MVC
3 3 (8.57%) Guava
3 3 (8.57%) HTML5
3 3 (8.57%) J2SE
3 3 (8.57%) JAAS
3 3 (8.57%) jOOQ
3 3 (8.57%) Node.js
3 3 (8.57%) Protocol Buffers
3 3 (8.57%) PySpark
3 3 (8.57%) ServiceStack
3 3 (8.57%) SignalR
3 3 (8.57%) WCF
3 3 (8.57%) WPF
3 3 (8.57%) ZeroMQ
Miscellaneous
1 9 (25.71%) Computer Science
2 7 (20.00%) Analytical Skills
3 5 (14.29%) Augmented Reality
4 4 (11.43%) Grid Computing
4 4 (11.43%) Life Science
5 3 (8.57%) Algorithms
5 3 (8.57%) Clustering
5 3 (8.57%) Social Media
5 3 (8.57%) Social Network
6 1 (2.86%) Data Structures
6 1 (2.86%) HoloLens
6 1 (2.86%) Kinect
6 1 (2.86%) Online Games
6 1 (2.86%) User Experience
Operating Systems
1 5 (14.29%) Linux
2 1 (2.86%) CentOS
2 1 (2.86%) Red Hat Enterprise Linux
2 1 (2.86%) Unix
2 1 (2.86%) Windows
Processes & Methodologies
1 17 (48.57%) Machine Learning
2 13 (37.14%) Software Engineering
3 12 (34.29%) Deep Learning
4 8 (22.86%) Mathematics
4 8 (22.86%) Statistics
5 7 (20.00%) Signal Processing
5 7 (20.00%) Speech Recognition
6 6 (17.14%) Analytics
7 5 (14.29%) Agile Software Development
7 5 (14.29%) Computational Linguistics
7 5 (14.29%) Physics
8 4 (11.43%) Creative Thinking
8 4 (11.43%) Data Visualisation
8 4 (11.43%) Document Management
8 4 (11.43%) Full Text Search
8 4 (11.43%) SDLC
8 4 (11.43%) Test Automation
8 4 (11.43%) Visualisation
9 3 (8.57%) MapReduce
9 3 (8.57%) Unit Testing
Programming Languages
1 21 (60.00%) C++
2 20 (57.14%) Python
3 16 (45.71%) Java
4 7 (20.00%) JavaScript
5 5 (14.29%) C#
6 4 (11.43%) SQL
7 2 (5.71%) C
7 2 (5.71%) Perl
7 2 (5.71%) PHP
8 1 (2.86%) Lua
Qualifications
1 21 (60.00%) Degree
2 18 (51.43%) PhD
3 5 (14.29%) Postgraduate
4 3 (8.57%) Computer Science Degree
Systems Management
1 3 (8.57%) Ansible
Vendors
1 3 (8.57%) Oracle
2 2 (5.71%) Microsoft
3 1 (2.86%) IBM
3 1 (2.86%) Red Hat