Period
to 22 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the East of England 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 22 November 2017 with a comparison to the same period in the previous 2 years.

Natural Language Processing (NLP)
England > East of England
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 310 341 361
Rank change year-on-year +31 +20 +10
Permanent jobs citing Natural Language Processing 41 25 31
As % of all permanent IT jobs advertised in the East of England 0.34% 0.19% 0.20%
As % of the Libraries, Frameworks & Software Standards category 0.84% 0.48% 0.57%
Number of salaries quoted 30 17 30
East of England median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - -
10th Percentile £37,500 £32,500 £37,750
90th Percentile £77,500 £57,000 £73,250
England median annual salary £62,500 £60,000 £62,500
% change year-on-year +4.17% -4.00% +13.64%

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 the East of England with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
East of England
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 4863 5195 5471
As % of all permanent IT jobs advertised in the East of England 40.17% 39.20% 36.09%
Number of salaries quoted 4074 4459 4816
East of England median annual salary £47,000 £45,000 £42,500
Median salary % change year-on-year +4.44% +5.88% -
10th Percentile £30,000 £27,500 £26,250
90th Percentile £67,500 £67,500 £63,750
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Natural Language Processing
Job Vacancy Trend in the East of England

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

Job vacancy trend for Natural Language Processing in the East of England

Natural Language Processing
Salary Trend in the East of England

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

Salary trend for Natural Language Processing in the East of England

Natural Language Processing
Salary Histogram in the East of England

The salary distribution of IT jobs citing Natural Language Processing in the East of England over the 6 months to 22 November 2017.

Salary histogram for Natural Language Processing in the East of England

Natural Language Processing
Job Locations in the East of England

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 East of England region over the 6 months to 22 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
Cambridgeshire -17 36 £50,000 +11.11% 4
Norfolk +18 4 £50,000 +42.86% 1
Hertfordshire - 1 £47,500 -
Natural Language Processing
England

For the 6 months to 22 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 East of England region with a requirement for Natural Language Processing.

1 25 (60.98%) Python
2 23 (56.10%) PhD
2 23 (56.10%) Machine Learning
3 21 (51.22%) Degree
3 21 (51.22%) C++
4 20 (48.78%) Java
5 13 (31.71%) Software Engineering
5 13 (31.71%) Deep Learning
6 10 (24.39%) Computer Science
7 8 (19.51%) Mathematics
7 8 (19.51%) Statistics
8 7 (17.07%) Hadoop
8 7 (17.07%) Signal Processing
8 7 (17.07%) Speech Recognition
8 7 (17.07%) JavaScript
8 7 (17.07%) Analytical Skills
8 7 (17.07%) Apache Spark
8 7 (17.07%) Algorithms
9 6 (14.63%) Analytics
10 5 (12.20%) Augmented Reality
10 5 (12.20%) Physics
10 5 (12.20%) HTML
10 5 (12.20%) C#
10 5 (12.20%) CSS
10 5 (12.20%) Linux
10 5 (12.20%) Data Mining
10 5 (12.20%) Agile Software Development
10 5 (12.20%) Postgraduate
10 5 (12.20%) Computational Linguistics
11 4 (9.76%) Random Forest

Natural Language Processing
Co-occurring IT Skills in the East of England 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 7 (17.07%) Apache Spark
2 3 (7.32%) Elasticsearch
2 3 (7.32%) Jetty
2 3 (7.32%) MediaWiki
2 3 (7.32%) NServiceBus
2 3 (7.32%) OpenStack
Applications
1 3 (7.32%) Pipeline Pilot
Cloud Services
1 3 (7.32%) Amazon AWS
1 3 (7.32%) Azure Machine Learning
1 3 (7.32%) Microsoft Azure
2 1 (2.44%) Cortana Intelligence Suite
Communications & Networking
1 3 (7.32%) Internet
2 1 (2.44%) HTTP
2 1 (2.44%) Skype
Database & Business Intelligence
1 7 (17.07%) Hadoop
2 5 (12.20%) Data Mining
3 3 (7.32%) KNIME
3 3 (7.32%) Neo4j
3 3 (7.32%) NoSQL
3 3 (7.32%) PostgreSQL
3 3 (7.32%) SQL Server
4 2 (4.88%) Big Data
4 2 (4.88%) Text Mining
Development Applications
1 3 (7.32%) Bugzilla
1 3 (7.32%) Buildbot
1 3 (7.32%) Eclipse
1 3 (7.32%) FindBugs
1 3 (7.32%) JUnit
1 3 (7.32%) Log4j
1 3 (7.32%) Mercurial
1 3 (7.32%) Mockito
1 3 (7.32%) PhantomJS
1 3 (7.32%) SCons
1 3 (7.32%) Selenium
2 1 (2.44%) Fiddler
2 1 (2.44%) Git (software)
General
1 4 (9.76%) Finance
2 2 (4.88%) Advertising
2 2 (4.88%) Games
2 2 (4.88%) Marketing
3 1 (2.44%) Electronics
3 1 (2.44%) Retail
3 1 (2.44%) Telecoms
Job Titles
1 11 (26.83%) Developer
2 8 (19.51%) Data Scientist
3 6 (14.63%) Machine Learning Developer
4 5 (12.20%) Graduate
4 5 (12.20%) Machine Learning Engineer
5 4 (9.76%) Java Developer
5 4 (9.76%) Machine Learning Scientist
6 3 (7.32%) Architect
6 3 (7.32%) C# Architect
6 3 (7.32%) Software Engineer
6 3 (7.32%) Technical Architect
6 3 (7.32%) Web Architect
7 2 (4.88%) HTML CSS Developer
7 2 (4.88%) HTML Developer
7 2 (4.88%) JavaScript Developer
7 2 (4.88%) Principal Engineer
7 2 (4.88%) Senior Data Scientist
7 2 (4.88%) Software Developer
7 2 (4.88%) SQL Developer
8 1 (2.44%) Linux Systems Engineer
Libraries, Frameworks & Software Standards
1 5 (12.20%) CSS
1 5 (12.20%) HTML
2 4 (9.76%) .NET
2 4 (9.76%) MLlib
2 4 (9.76%) TensorFlow
2 4 (9.76%) XML
3 3 (7.32%) ASP.NET
3 3 (7.32%) ASP.NET MVC
3 3 (7.32%) D3.js
3 3 (7.32%) HTML5
3 3 (7.32%) J2SE
3 3 (7.32%) JAAS
3 3 (7.32%) jOOQ
3 3 (7.32%) KnockoutJS
3 3 (7.32%) Node.js
3 3 (7.32%) Protocol Buffers
3 3 (7.32%) PySpark
3 3 (7.32%) SignalR
3 3 (7.32%) WCF
3 3 (7.32%) WPF
Miscellaneous
1 10 (24.39%) Computer Science
2 7 (17.07%) Algorithms
2 7 (17.07%) Analytical Skills
3 5 (12.20%) Augmented Reality
4 4 (9.76%) Grid Computing
4 4 (9.76%) Life Science
5 3 (7.32%) Clustering
5 3 (7.32%) Social Media
5 3 (7.32%) Social Network
6 1 (2.44%) Data Structures
6 1 (2.44%) HoloLens
6 1 (2.44%) Kinect
6 1 (2.44%) Online Games
6 1 (2.44%) User Experience
Operating Systems
1 5 (12.20%) Linux
2 1 (2.44%) CentOS
2 1 (2.44%) Red Hat Enterprise Linux
2 1 (2.44%) Unix
2 1 (2.44%) Windows
Processes & Methodologies
1 23 (56.10%) Machine Learning
2 13 (31.71%) Deep Learning
2 13 (31.71%) Software Engineering
3 8 (19.51%) Mathematics
3 8 (19.51%) Statistics
4 7 (17.07%) Signal Processing
4 7 (17.07%) Speech Recognition
5 6 (14.63%) Analytics
6 5 (12.20%) Agile Software Development
6 5 (12.20%) Computational Linguistics
6 5 (12.20%) Physics
7 4 (9.76%) Anomaly Detection
7 4 (9.76%) Data Visualisation
7 4 (9.76%) Document Management
7 4 (9.76%) Full Text Search
7 4 (9.76%) Logistic Regression
7 4 (9.76%) Random Forest
7 4 (9.76%) SDLC
7 4 (9.76%) Test Automation
7 4 (9.76%) Visualisation
Programming Languages
1 25 (60.98%) Python
2 21 (51.22%) C++
3 20 (48.78%) Java
4 7 (17.07%) JavaScript
5 5 (12.20%) C#
6 4 (9.76%) Scala
6 4 (9.76%) SQL
7 2 (4.88%) C
7 2 (4.88%) Perl
7 2 (4.88%) PHP
8 1 (2.44%) Lua
Qualifications
1 23 (56.10%) PhD
2 21 (51.22%) Degree
3 5 (12.20%) Postgraduate
4 3 (7.32%) Computer Science Degree
Systems Management
1 3 (7.32%) Ansible
Vendors
1 3 (7.32%) Oracle
2 2 (4.88%) Microsoft
3 1 (2.44%) IBM
3 1 (2.44%) Red Hat